---
title: AI Connectors | Integration Layer | Rayven Platform
description: Fast-Track connectors for OpenAI, Anthropic Claude, Google Gemini, Cohere, Mistral, Meta Llama, Microsoft Copilot + IBM Granite - each as a node in your Rayven workflow.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

- [ Partner with Rayven ](https://www.rayven.io/partners)

 Solutions

[ Platform ](https://www.rayven.io/platform)

[ Industries + Roles ](https://www.rayven.io/industries-and-roles)

[ Services ](https://www.rayven.io/services)

[ Partner ](https://www.rayven.io/partners)

[ Resources ](https://www.rayven.io/blog)

[ Talk to expert ](https://www.rayven.io/free-assessment)

[ Instant Solution Plan → ](https://www.rayven.io/tools/readiness-assessment)

[![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png)

**Custom AI + Agents**

Train and deploy AI trained on your files, systems + data.

](https://www.rayven.io/solutions/custom-ai-solutions)

[![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png)

**Custom Applications**

We build tools, apps + software over the top of your existing stack.

](https://www.rayven.io/solutions/custom-software)

[![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png)

**Integrations**

Integrate and move data across all your systems, assets + files.

](https://www.rayven.io/solutions/data-integration-platform)

[![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png)

**Unified Data Platforms**

Complete platforms, pipelines, hybrid storage + real-time orchestration.

](https://www.rayven.io/solutions/unified-data-platform)

[![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png)

**Automations**

Design and run real-time automation across systems, data + workflows.

](https://www.rayven.io/solutions/automation-software)

[![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png)

**IoT Solutions**

IoT platform for building custom IoT solutions that work with any device.

](https://www.rayven.io/iot-platform)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Rayven MCP

](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Data Fabric

](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Agents

](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Private LLM

](https://www.rayven.io/solutions/custom-ai-solutions/private-llm)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

Field Applications

](https://www.rayven.io/solutions/data-collection-software)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDHziWSAcGCbTUw9fjctBO%2FPLG6gKavEoTQkiLGbJqxSZHnN0hqqh0tc41z%2BgJYsQLNpAzwbaO%2FXZqBp3pC5iSCPcXszXoleAWtx8D3I5ohGIrMEeT5v2X6xz%2BaxuMi1eGNA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg)

**Platform Overview**

A unified platform to integrate, automate, and build custom AI + apps.

](https://www.rayven.io/platform)

[![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg)

**Integration Layer**

Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline.

](https://www.rayven.io/platform/integration)

[![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg)

**Data Layer**

Transforms + contextualises your data into an AI-ready source of truth.

](https://www.rayven.io/platform/data)

[![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg)

**Execution Layer**

Automate workflows, trigger actions using real-time data + AI.

](https://www.rayven.io/platform/execution)

[![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg)

**Presentation / UI Layer**

Turns your data into real-time dashboards, reports + custom UIs.

](https://www.rayven.io/platform/presentation)

[![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg)

**Security, Governance + Hosting**

Protects the platform with access control, encryption + audit logging.

](https://www.rayven.io/platform/security)

[![integration-file-uploads](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-file-uploads.svg)

File Uploads

](https://www.rayven.io/platform/integration/file-uploads)

[![integration-ai-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-ai-connectors.svg)

AI Connectors

](https://www.rayven.io/platform/integration/ai-connectors)

[![integration-it-ot-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-it-ot-connectors.svg)

IT / OT Connectors

](https://www.rayven.io/platform/integration/prebuilt-connectors)

[![integration-custom-integrations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-custom-integrations.svg)

Custom Integrations

](https://www.rayven.io/platform/integration/custom-integrations)

[![integration-api-endpoints](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-api-endpoints.svg)

API Endpoints

](https://www.rayven.io/platform/integration/api-endpoints)

[![integration-iot-devices-protocols](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-iot-devices-protocols.svg)

IoT Devices + Protocols

](https://www.rayven.io/platform/integration/iot-devices-protocols)

[![integration-forms-manual-input](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-forms-manual-input.svg)

Forms + Manual Input

](https://www.rayven.io/platform/integration/forms-manual-input)

[![integration-streaming-data](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-streaming-data.svg)

Streaming Data

](https://www.rayven.io/platform/integration/streaming-data-connectors)

[![data-real-time-data-processing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-real-time-data-processing.svg)

Real-Time Data Processing

](https://www.rayven.io/platform/data/real-time-data-processing)

[![data-unified-data-tables](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-unified-data-tables.svg)

Unified Data Tables

](https://www.rayven.io/platform/data/unified-data-tables)

[![data-data-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-management.svg)

Data Management

](https://www.rayven.io/platform/data/data-management)

[![data-data-transformation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-transformation.svg)

Data Transformation

](https://www.rayven.io/platform/data/data-transformation)

[![data-file-parsing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-file-parsing.svg)

File Parsing

](https://www.rayven.io/platform/data/file-parsing)

[![data-calculation-aggregation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-calculation-aggregation.svg)

Calculation + Aggregation

](https://www.rayven.io/platform/data/calculation-aggregation)

[![data-ai-models-training](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-ai-models-training.svg)

AI Models + Training

](https://www.rayven.io/platform/data/ai-models-training)

[![data-data-storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-storage.svg)

Data Storage

](https://www.rayven.io/platform/data/sql-cassandra-storage)

[![execution-workflows-triggers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-workflows-triggers.svg)

Workflows + Triggers

](https://www.rayven.io/platform/execution/workflows-triggers)

[![execution-control-automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-control-automation.svg)

Control + Automation

](https://www.rayven.io/platform/execution/control-automation)

[![execution-predictive-ai-machine-learning](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-predictive-ai-machine-learning.svg)

Predictive AI / ML

](https://www.rayven.io/platform/execution/predictive-ai-machine-learning)

[![execution-gen-ai-ai-agents](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-gen-ai-ai-agents.svg)

Gen AI + AI Agents

](https://www.rayven.io/platform/execution/gen-ai-agents)

[![execution-approvals-exceptions](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-approvals-exceptions.svg)

Approvals + Exceptions

](https://www.rayven.io/platform/execution/approvals-exceptions)

[![rayven-mcp-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/rayven-mcp-icon.svg)

Rayven MCP

](https://www.rayven.io/platform/execution/rayven-mcp)

[![presentation-dashboards-visualizations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dashboards-visualizations.svg)

Dashboards + Visualizations

](https://www.rayven.io/platform/presentation/dashboards-visualizations)

[![presentation-widgets-ui-components](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-widgets-ui-components.svg)

Widgets + UI Components

](https://www.rayven.io/platform/presentation/widgets-ui-components)

[![presentation-notifications-alerts](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-notifications-alerts.svg)

Notifications + Alerts

](https://www.rayven.io/platform/presentation/notifications-alerts)

[![presentation-dynamic-reports](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dynamic-reports.svg)

Dynamic Reports

](https://www.rayven.io/platform/presentation/dynamic-reports)

[![presentation-custom-form-builder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-custom-form-builder.svg)

Custom Form Builder

](https://www.rayven.io/platform/presentation/custom-form-builder)

[![presentation-screen-flows-hierarchies](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-screen-flows-hierarchies.svg)

Screen Flows + Hierarchies

](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

[![presentation-html-javascript](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-html-javascript.svg)

HTML + JavaScript

](https://www.rayven.io/platform/presentation/html-javascript)

[![presentation-qr-code-generator](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-qr-code-generator.svg)

QR Code Generator

](https://www.rayven.io/platform/presentation/qr-code-generator)

[![presentation-conversational-analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-conversational-analytics.svg)

Conversational Analytics

](https://www.rayven.io/platform/presentation/conversational-analytics)

[![security-hosting-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-hosting-management.svg)

Hosting + Management

](https://www.rayven.io/platform/security/hosting-management)

[![security-white-labelling](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-white-labelling.svg)

White Labelling

](https://www.rayven.io/platform/security/white-labelling)

[![security-deployment-architecture](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-deployment-architecture.svg)

Deployment + Architecture

](https://www.rayven.io/platform/security/deployment-architecture)

[![security-users-roles-access](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-users-roles-access.svg)

Users, Roles + Access

](https://www.rayven.io/platform/security/users-roles-access)

[![security-usage-metrics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-usage-metrics.svg)

Usage + Metrics

](https://www.rayven.io/platform/security/usage-metrics)

[![security-enterprise-security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-enterprise-security.svg)

Enterprise Security

](https://www.rayven.io/platform/security/enterprise-security)

[![security-governance-controls](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-governance-controls.svg)

Governance + Controls

](https://www.rayven.io/platform/security/governance-controls)

[![security-audit-trails-logs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-audit-trails-logs.svg)

Audit Trails + Logs

](https://www.rayven.io/platform/security/audit-trails-logs)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDHziWSAcGCbTUw9fjctBO%2FPLG6gKavEoTQkiLGbJqxSZHnN0hqqh0tc41z%2BgJYsQLNpAzwbaO%2FXZqBp3pC5iSCPcXszXoleAWtx8D3I5ohGIrMEeT5v2X6xz%2BaxuMi1eGNA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

Sectors

[ Accountancy ](https://www.rayven.io/industries-and-roles/accounting-ai-automation-custom-software)

[ Agribusiness ](https://www.rayven.io/industries-and-roles/agribusiness-software)

[ Construction ](https://www.rayven.io/industries-and-roles/construction-software)

[ Education ](https://www.rayven.io/industries-and-roles/custom-education-software-ai)

[ Energy + Utilities ](https://www.rayven.io/industries-and-roles/energy-utilities-software)

[ Engineering ](https://www.rayven.io/industries-and-roles/custom-engineering-software-ai)

[ Environmental Services ](https://www.rayven.io/industries-and-roles/environmental-services-software)

[ Facility + Site Management                  ](https://www.rayven.io/industries-and-roles/facility-management-software)

[ Financial Services ](https://www.rayven.io/industries-and-roles/financial-services-software)

[ Government + Public Sector ](https://www.rayven.io/industries-and-roles/ai-for-government-services-software-solutions)

[ Healthcare ](https://www.rayven.io/industries-and-roles/custom-software-ai-healthcare)

[ Hospitality ](https://www.rayven.io/industries-and-roles/custom-hospitality-software-ai)

 

[ Infrastructure Management ](https://www.rayven.io/industries-and-roles/infrastructure-management-software)

[ Insurance ](https://www.rayven.io/industries-and-roles/custom-insurance-software-ai)

[ Manufacturing ](https://www.rayven.io/industries-and-roles/manufacturing-software)

[ Mining + Quarrying ](https://www.rayven.io/industries-and-roles/mining-software)

[ Oil + Gas ](https://www.rayven.io/industries-and-roles/oil-and-gas-software)

[ Ports + Terminals ](https://www.rayven.io/industries-and-roles/port-management-software)

[ Real Estate + Property Services ](https://www.rayven.io/industries-and-roles/real-estate-software-automation-ai)

[ Retail ](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software)

[ Smart Communities + Local Government     ](https://www.rayven.io/industries-and-roles/smart-communities-local-government-software)

[ Supply Chain + Logistics ](https://www.rayven.io/industries-and-roles/supply-chain-software)

[ Water + Wastewater ](https://www.rayven.io/industries-and-roles/water-management-software)

[    → All Industries ](https://www.rayven.io/industries-and-roles)

Job Roles

[ Digital Teams ](https://www.rayven.io/industries-and-roles/ai-for-digital-teams)

[ CIOs + IT Teams ](https://www.rayven.io/industries-and-roles/cios)

[ Ops Teams ](https://www.rayven.io/industries-and-roles/ai-for-operations)

[ Data Teams ](https://www.rayven.io/industries-and-roles/for-data-engineering-platform)

[ Senior Management ](https://www.rayven.io/industries-and-roles/senior-management)

[![ACCOUNTANCY SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLYwHBfBFm5TMKe%2FsxHu4epQZu%2BR%2BJp0tOQSUvGLXB6z4aOZ1cGjdm3iMa3XZiQXKY51eu26oD2ESFH8TxI2i9vmZeWBaMsDcdZMzEsyUWI4DI3eKPb5Voacp9TARIJVVz8T3NXfhQhs5fee5Btn4SSYQNWYNM7qygl7MH5vWc51NDSkKsL1kn3SbSvZvJzwTjTzSuRxg4Rtvk6wjfc%2BQ%3D%3D&webInteractiveContentId=212189506726&portalId=8302174)

[![AGRIBUSINESS](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106062.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKsT67YYn8YBMjA72GmwtH6hcJji7dRi%2BJSq%2BxoXW%2BiviJ1nhm1R9XpiVveHbD%2FcABmVelrMf2PB%2FyhtlDpf8xBV%2FPvjCHusN0i56T9r6vLyaZ97I9g7Iyx0ZnJDkMZ0iHPJOdM78iQFezyA9D1JKKc0IHogjrKaXPwz7XZDrPO9LCS2YZFjSYRCGVV4GGA13fn11ZlGC8rgg%3D%3D&webInteractiveContentId=212411106062&portalId=8302174)

[![CONSTRUCTION](https://no-cache.hubspot.com/cta/default/8302174/interactive-188704717191.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ9R2d3zlNCVZk%2B1mPRI%2BJqwB9xHymwWTGfnj8G%2FLZrjMjtuMllwTLxnuGO0WvuBO4LbJkEBiRPV6WgxEQ1WiXuMNjTQLaMlUQXZ9PO4pb9n4xPKGsbsQMCx3IPXNn%2BYk10V9Q%2BeQKnNf7CwqLfaVpTvZs7W%2FW5kin8IsBx50E3NpvJmaRqxCoUtwZ5ITGNzbddfGhmWcVf%2Fw%3D%3D&webInteractiveContentId=188704717191&portalId=8302174)

[![EDUCATION](https://no-cache.hubspot.com/cta/default/8302174/interactive-212194125581.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK6%2BzzRTUpaLH5E1FUxT4nw4dLFhM417jFbI1zc2engXDjvtIe4i%2BfvdMCWu4LAj1uOERsiHW%2BDqeZFic14HXEnBvIGnrdzBffk%2BRFHpJhJRmd1EsgGTG%2B6xDOpL4tyVogi%2FQkn1aTDWR%2FJ6ZOjxGzf59NkoiRMQFm38f6q118CwW4OUl6sTzX5xyNhHmVf5Mi5DSHK4KrSCouwQHZVR30%3D&webInteractiveContentId=212194125581&portalId=8302174)

[![ENERGY + UTILITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583147.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJwrnThHw6xcsLDD5U0o%2FyeQAxfG%2F6RJk4eBDYLh9jRJ5fQfAfI1%2FwkhUHAz2esym3mzAbY88b%2BRjS%2BogdvQ4fs%2BzrKhThFukY4bvUwoVjay%2FfoA63ZSVb4unpw6juLSRZF6JQFRcg3UZ54Q0SzXBEUSahZBEmuo7B%2Bmlnp0xS%2BQDindZ%2B5i4U6E7dctNMYIK75bBqDISsQtug7FbY%3D&webInteractiveContentId=185830583147&portalId=8302174)

[![ENGINEERING](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970116.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJVvgYVrXKDut8pePhn5y14yJ5WW%2FGygNmNVRoggPIn%2Bij0yT177Z%2F1eCVR92CvtOCsQeiVktupvndw4Vb3rFnZypo4eEq1K%2B4RGIVrBfyrjFoqvi81Tq5tD1lGZzl73gmU%2BAhCgmFdN%2BGLYwRTcfz6I4gGLPfdQ0qxruFzN0cBauYVZRMcGKAD202gAIG8q19plMNv%2BYmPvkL4Bwy4F59seg%3D%3D&webInteractiveContentId=212252970116&portalId=8302174)

[![ENVIRONMENTAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583197.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI7%2Fq6sAbc0NA2qoGD6Xdk%2B9T7cn7Rj4TkZYFgdUBgPzm18zbJWz7NLPY0Qe9YnM7yzKkPszqfo0%2BUncRFazVEnq51ocgx5kDBKI%2BSQefovfKL%2Bx%2FDzPL2Mgc8oKM7Wfn2Hs3HvwiM2TsigVeJpwmnq4nntdj1NvMZBlEzvDX8q4PE6hBzRgNuvQGBVIbGT2%2B56TyOxl6UWEBdjp0CSK3aRFkA%3D&webInteractiveContentId=185830583197&portalId=8302174)

[![FACILITY + SITE MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2BdYApUF4Dp%2BJ9Qfh2A47xGW1bHWOX4tA5WBiy8YDy8fOVhJk27SvilDaMtrJuSK43QFoVJI6%2Fv3UWYtQyuVJEHkMlV%2BQSeIHEkSlg4gLuWDbqEtbG1I3mlruFHbLP2aUYXT8zJr0k2hw0d2MeB5QLjHtdmrJIxD9uYTKMckdeNcW65%2BzNTtrlq798vWAA5%2FAvlhZKd7Elvg3xMOVUI7s%3D&webInteractiveContentId=185830583348&portalId=8302174)

[![FINANCIAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212048335709.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLBISAoyp%2Bt6DCX6ueQHwhWO6EgkGJZh%2FElv37ZbNfXa2RNtAjJSirGfHbtE0c51i18HEiEQ19dk7%2FdlIPbdA9azqSsR7tV1otSOoAS%2FQ8AN6h%2BD1KD9pHfijIhAxCWeSMz6lR4089A22djv%2FrMsFcTUpH6datF2PDtyJcOS%2Bk%2BwoV2djYlwZhsU4M5XH6k%2FQ4bw7yR1Gi6MfBkUcfBhA%3D%3D&webInteractiveContentId=212048335709&portalId=8302174)

[![GOVERNMENT + PUBLIC SECTOR](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198824049.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI2R5L%2FlttdDVJ52sWHJ8vlCi%2FwnIJYlaNfoHePY2ljM8sEvbZnX96oqMPSxNA96oPNupAhEKQh0AS%2FAbHYQbRX5dHZSo7BT14JrQWtCNdo8uGdxHZyWBppXjgelYhrZiOvUE%2FvJ6enKp3My6DIelLnLz8ex9q6EmRZPUXumVPpEfylWZtmGNAj8qfCjwc7W9bD0AwI41LdaUjpSA8SaV01ZZnBhnqFMShAbnsE3i0EPQ%3D%3D&webInteractiveContentId=212198824049&portalId=8302174)

[![HEALTHCARE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970021.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI1A8mhIyP2xD6YQMMlNGbDXd7%2BU5ownrvzintp2GRi%2FPnd5M5oYeiBh5ZPmiEqlxsHVGqBsSkSUNNDD3rnbVAGBykPgpfiQuKo31%2Fja9f%2BQQERon3WiBK5Kt0ga%2Bs80rM879KgeGmgPog7YtXefFupY0%2FqAH7mTkpbHmqCeovtUmYsy0gQTdtmUZ6EGirCmHu51LbvmTHG4ILFUz3Q2BmY&webInteractiveContentId=212252970021&portalId=8302174)

[![HOSPITALITY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992323.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK%2BMViBrJt921zJCuCctIGhHl04MQlOF%2BFmBay9svgrtvrLQOKE5lIb6A%2B%2BJI5QMpeYz3yAW2v5dEuIzc4U5jfH8BfpAumoZtqDaAlHZ30f9v03XqsSuD%2F0ZEAPA%2Fh%2Brw%2Fu%2B838aYXjqEhiBxYrec3Ls3DlrXOsxBAiqCa4UbVA0BNB%2FNu8c8s02G%2Feycu2dOWW3PoQPYt%2F73UJfyIB5nRM7Q%3D%3D&webInteractiveContentId=212252992323&portalId=8302174)

[![INFRASTRUCTURE](https://no-cache.hubspot.com/cta/default/8302174/interactive-209889313868.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKf3kUhOufi5vFwJdFGgY79D55MVBr3vttfjcE5bkbePb3zyFBzY7aIeTzCAuNqJbbRE9Lt8fzL45NbZl7dq1DMcPsBjis6pMNQDWhKoBI%2BPOVrBYne8C4NcJSwn%2Fiw15cI2AGikDKhF0%2B25%2BWSL7dd%2B5nZS4ZoMpzT1UoB9SOSn0gW0L9FUMMLYbj7wWLW%2BViDqvbOKzMH7xyOOB1jvCwETtujSF0%3D&webInteractiveContentId=209889313868&portalId=8302174)

[![INSURANCE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992321.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ882ohfaSetTPenYY7jZ8r6AFdPEPYHMPC5y1UKrLHXwl3ofascH%2FDjMsJb3GziKaQFr2NyP4Mp2T6R%2Ffk2rc7GJXU9ZtiAdbgycFutP2B7d6LVJ60nAAO4ya0aHmfvt68qZ7CVQV%2FDCUK5oiVM0uFTGu1Gj8nKrJvYcHmuMCbDQRkEUpXwiARJGbeA9LeKKzYxXw0Eye7949FQgdapUY%3D&webInteractiveContentId=212252992321&portalId=8302174)

[![MANUFACTURING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583392.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKaj0cXCWJ3ygd2tUyyLlBEUWaoDvaNhOQ45RFjJCtIe9x0COvGCGBsGlRBASsMoTgIymQLpsdIPoeh2ZyVvrRpvXO7pBwh8EXnf3LuE8xHlA9Z0G%2Bjo5gsKwGq4E6Ym%2F%2FAGBqqVfL%2F%2Bl0K6TwUX80umw3St5yRpUAIF8GqVgCfO9cTJpcm%2BVV5vYdGpBj6BS9Z5qG9FgNF1Nw%3D&webInteractiveContentId=185830583392&portalId=8302174)

[![MINING + QUARRYING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583441.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ3UsynMwR5vv5elTRush%2B4U8dOB4mJItcgSieb2SQZtrzI4VppePtYWC4yC028Rmcqs%2Fy5GsvRVf%2FU2hpXyXSwxLyOysoIULxXb9OAnYk1LBiDA1oyb2dy94lEO9WFQZOBxXf0%2BjtBE8%2Fy8TXokJ4fZViLWkq4T9U9YSryWrK0Gdccs87GXp22djcJTC5VWu4kow%3D%3D&webInteractiveContentId=185830583441&portalId=8302174)

[![<p>OIL + GAS</p>](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK1tz8YM23RpNGn3V3BQ8EK2u6gtkRQexNKeDtDqfeiyhm%2BAvO%2B%2F1%2BF72bY3v2CfgC%2FEY%2By2s7X%2Bdu0l1JjdDCtIisoTb5Waj4Dn9TbXY87zQ77tHPlO3VdYVuMdSFMllBr5YEqTLeZleJnj9sDgQC5G7qpizF4SXs0buQSFf4XxNSlpubLyhr1MqhaPcg8ihYF&webInteractiveContentId=212411106068&portalId=8302174)

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIboykxruCxs17jfVkvgENE5MPDaM6zyCM0HdGyhW%2FnqC%2Fx1e3%2BnggSGyk2BXyTQqxtTxjrXLWu1j0biF4fhK8aYnKqtV34AN4dcqTjSUSXW9ArEHyMdDs42GuwBpbTNtsMHoU72stKQm9%2BwCT0OFOjZDqbiWGook2Ox%2BlsPwGMpQcT5i7Riu%2BoG3Zy5VTKWrDPxwQoH6LCsg%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[![REAL ESTATE + PROPERTY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252923295.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJAfEWc3qoIJNcPFLfhs03vOAjund8MFmwmc6f7qNvSvf3rbuY93t8jJX%2FDed%2BSB3Nc180aSFLAcFYrYCMttKUPh1wFRBt%2FSZhrzzdwbezbRNiJjdmQiVknZxQZHrUu7HhJaC8%2F5i1f9gCw1Z0hzuJWL419SEd1a%2BnK%2FopXAB7B8XsMBMEI5Eg8MEg%2BAMmA1bCSC1FcPf%2FVT7eCumWM0gheTy0pg4s%3D&webInteractiveContentId=212252923295&portalId=8302174)

[![RETAIL](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198816260.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJTkSva9Ij71dalIvBszHbS%2F0ZnVUixEX%2BDdbRKf06kVm0yKadOGJ9jUc8KTitXEgg1gGAiL2SXHkypoL3kRfmu0PvDkvIKTCS%2FrEyE8nHXXC78DcDtUF2BsaAr7uLsLdv%2FXowMF3Sn2hYwmoc%2Ftsf8oKkoW9IxXDqyTbQzP1Biid0J%2BtzDjQcpNl%2B9NC%2B3nXOtqEJGOWpnpSxYcb1U%2B2XtyKD%2F4%2BgH29E%3D&webInteractiveContentId=212198816260&portalId=8302174)

[![SMART COMMUNITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394774.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJCF2cabnGFSuHd8E5T7rDIF41tOu2NTlOCk0m10kqR%2FqNK5W%2FeLV4W%2Fz5OfcWOnl3l2jTFBnPLUUE04JHlG7F33HwQDLCCp%2BE9qU%2B6KtSfyrp2YHY%2BU3KnSHx66skRB5tq0pjaQxOBg80mHnEg4G2VWaFp3bEmqeonQRYl0tDhTZipEtWyCVEFdA%2Bo0C%2B5u8qIDHb1mxg0d5y%2FQTjwIbHSzTLXO0s%3D&webInteractiveContentId=185825394774&portalId=8302174)

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIboykxruCxs17jfVkvgENE5MPDaM6zyCM0HdGyhW%2FnqC%2Fx1e3%2BnggSGyk2BXyTQqxtTxjrXLWu1j0biF4fhK8aYnKqtV34AN4dcqTjSUSXW9ArEHyMdDs42GuwBpbTNtsMHoU72stKQm9%2BwCT0OFOjZDqbiWGook2Ox%2BlsPwGMpQcT5i7Riu%2BoG3Zy5VTKWrDPxwQoH6LCsg%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[![WATER + WASTEWATER](https://no-cache.hubspot.com/cta/default/8302174/interactive-210017685433.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLDnWIL%2FqD7rM84rLVBJ7em%2BFCqyI5%2F5GDy4GW8mUEDCwnbHO%2BItDJILdmHno6LjBo0SfdaoC5h5X1Mjt1mi2r6e1K9aTMGosCw1BZ5R4Alv7%2Fv3kR8G8KlmY3JLgg3QMIZM7DJDj2HG8fIAZdh9V8WsYX2xJP6su0tRRHkwjFL%2Bhc8XK%2FCKDuPkqEMP7eIOnLyFHAALMoD1s6nyq4%3D&webInteractiveContentId=210017685433&portalId=8302174)

[![Rayven is flexible. Our technology's built for industry + its many use cases.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790018105.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLACpUEll4InwsYrhcD8Px8gfwHHTnaDa8klEKPnrmEKQaIw%2FOY9HDRgPE60SeKRILKjZgxFwEAjLGfqWg7ZZjPNXHBGqX3uoYZB1UGPFws8hQZR1OCBsrub8zzxHhfSG7%2B3r%2FB82W2xKeWfRL6WGI4RzgT8kRfO%2B%2BVyAI4KFk41w%3D%3D&webInteractiveContentId=183790018105&portalId=8302174)

[![Unite Ops data, deliver real-time intelligence + get custom apps with AI capabilities.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618741.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIsc1Lde7ge7rKd5tknLyr8D11sDgXsdKhtviHNixnnzCglyN%2BPQwm2qgA1SJu7WWVsXSh47TQW9G1JhjlxFD0VcwUTKqt%2BSV2ys28RgAdg7B2PY6WovLy4rvWgiYR1i4CqylwvUkFvhB5GaqHKBTNAIyWkQpzRkUpQzYakDFX91AqFbHgKPBvLBsip3w%3D%3D&webInteractiveContentId=185785618741&portalId=8302174)

[![Get custom operational systems + data solutions without the IT headache.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185786401415.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK8Q%2BFzTY48wobJlbh5uUGdNvP9uNK7twoCnKQ0fPHF3ANoUyXs58UgEOExdKV2%2BSbicAJ5S3zhchq8lbpnQnagZzZ8WQgZG86SHPQVXVAcTowkbFBkXMd9A4faL4w5nkkFqp%2B2xfIPDkpWEb%2F4pl%2Bw6aZJkZhq5Vni4MA7&webInteractiveContentId=185786401415&portalId=8302174)

[![Reduce manual work, spot issues earlier + add real-time intelligence, anywhere.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618782.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKCZgPpFAmKO73UP6GL9i7vB92KCRVv7MM8p5aOJbQmkemkFuxkYbu5YSt9GkMSdnciYAYC9PJwq8PONP1i8noaZqioZhoPJJ6yilPIArrtKfVgi8%2BdOQ2bFN5u8tFmwSxqcOUlJMOLAug9rSJgS9X3bqKvriQoJgQtDHumzQl6jTYJpsJH1Xf4%2Fg%3D%3D&webInteractiveContentId=185785618782&portalId=8302174)

[![Ingest, transform + orchestrate real-time data pipelines, dashboards, apps - anything!](https://no-cache.hubspot.com/cta/default/8302174/interactive-194116561808.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJtuMg2IekXDFMV4INu%2F%2BdwCT2ou1j9BCg9lSXWXKj7g0elYCA%2BA3NdUDobRliEPiLGsEutWQwet0R0CvdAX05dAFHJXCaW6K7F6vEuVZ%2BPJ70c3n%2BDLiD1UUyqSUzL7B%2B2kPOW5CBlXRVHCQiODR110UZqpY%2BTiPKnOhBd%2BsWg%2FmXF7m%2B0gveaWjw2S%2B4lAUskYeBfBg%3D%3D&webInteractiveContentId=194116561808&portalId=8302174)

[![Improve real-time transparency, decision-making + empower your people to improve.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618812.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUGHQ3mLvBCHHU2eoyh%2BwA70wutDCX2zaHudH86cLSXn59xBjz35ziUZei%2FTfdf6ot6EipdcJchzkxanXMZaVb2MQuqGkEZ8VHeYwzsSTmviL%2BsEcQJPH1sCk%2BLFSBBlfdm3HC797o45JZpqZ9T8Nfmil4f8Qe4yCpdwtzEF8t0LKZevNo%2Fwd1TA%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

[ Services Overview           ](https://www.rayven.io/services)

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

[ Industrial IIoT ](https://www.rayven.io/services/industrial-iiot)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

Overview

[ Partner Home ](https://www.rayven.io/partners)

[ Become a Partner ](https://www.rayven.io/partners/become-a-partner)

[ White Label Applications      ](https://www.rayven.io/partners/white-label-solutions)

[ Partner Directory ](https://www.rayven.io/partners/directory)

We Partner With

[ MSPs ](https://www.rayven.io/partners/msps)

[ IoT Devices + Hardware ](https://www.rayven.io/partners/iot-hardware-vendors)

[ Consultancies ](https://www.rayven.io/partners/specialist-consultancies)

[ Industrial Automation ](https://www.rayven.io/partners/industrial-automation-scada)

[ OEMs ](https://www.rayven.io/partners/industrial-oems)

[ Environmental / ESG ](https://www.rayven.io/partners/environmental-esg-monitoring)

[ Integrators ](https://www.rayven.io/partners/systems-integrators)

[ Connectivity + Telcos ](https://www.rayven.io/partners/connectivity-providers)

[ Inspection / NDT ](https://www.rayven.io/partners/inspection-asset-integrity)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

Library

[ ALL ](https://www.rayven.io/blog)

[ Articles + Blogs ](https://www.rayven.io/blog/tag/blogs)

[ Brochures + eBooks ](https://www.rayven.io/blog/tag/brochures-ebooks)

[ Case Studies ](https://www.rayven.io/case-study)

[ Readiness Assessment           ](https://www.rayven.io/tools/readiness-assessment)

[ Webinars ](https://www.rayven.io/blog/tag/webinars)

Our Company

[ About Rayven ](https://www.rayven.io/about)

[ Contact Us ](https://www.rayven.io/contact)

[ Knowledge Base ](https://insights.rayven.io/knowledge)

[ Media Coverage ](https://www.rayven.io/blog/tag/media-coverage)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJoR%2F0Dtwv56W9MjSgFTUsuFeOTdAd1KnAguro8f43%2BKrdGmYu78tZzewwNTmbCwmb5rnbFspF%2Bf2Uq1mfA%2Fv8XzVwd4w8spSjLalwVToxxrE5nqKzx1khqFawXloNkcA3qh0TVs7VHYyHhHrt6p8KJ9BzxphjEUvIMrNA16h1b8g%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLEIOdTvuc7EhWXRCIzaDPPvcDGEknw5RW4lKkqqAyg6GXEZ8Jd4WcgnvgEBizzdptgJke9L2Qn%2BJDUjgUYcyN7Bv96m5mR%2B4PmmmpHYcNE%2FgEjNb0pBk1UhYnNvsUjRXHZWaoypPq7ZszEyiJ%2BuOeNB113ifD0CP0m7p7w27vAvdT6RRoENKMhvjjx2G402w%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

**

[ Partner with Rayven ](https://www.rayven.io/partners)

 Solutions

**

[![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png)

**Custom AI + Agents**

Train and deploy AI trained on your files, systems + data.

](https://www.rayven.io/solutions/custom-ai-solutions)

**

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Rayven MCP

](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Data Fabric

](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Agents

](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Private LLM

](https://www.rayven.io/solutions/custom-ai-solutions/private-llm)

[![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png)

**Custom Applications**

We build tools, apps + software over the top of your existing stack.

](https://www.rayven.io/solutions/custom-software)

**

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

Field Applications

](https://www.rayven.io/solutions/data-collection-software)

[![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png)

**Integrations**

Integrate and move data across all your systems, assets + files.

](https://www.rayven.io/solutions/data-integration-platform)

**

[![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png)

**Unified Data Platforms**

Complete platforms, pipelines, hybrid storage + real-time orchestration.

](https://www.rayven.io/solutions/unified-data-platform)

**

[![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png)

**Automations**

Design and run real-time automation across systems, data + workflows.

](https://www.rayven.io/solutions/automation-software)

**

[![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png)

**IoT Solutions**

IoT platform for building custom IoT solutions that work with any device.

](https://www.rayven.io/iot-platform)

**

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDHziWSAcGCbTUw9fjctBO%2FPLG6gKavEoTQkiLGbJqxSZHnN0hqqh0tc41z%2BgJYsQLNpAzwbaO%2FXZqBp3pC5iSCPcXszXoleAWtx8D3I5ohGIrMEeT5v2X6xz%2BaxuMi1eGNA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[ Platform ](https://www.rayven.io/platform)

**

[![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg)

**Platform Overview**

A unified platform to integrate, automate, and build custom AI + apps.

](https://www.rayven.io/platform)

**

[![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg)

**Integration Layer**

Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline.

](https://www.rayven.io/platform/integration)

**

[![integration-file-uploads](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-file-uploads.svg)

File Uploads

](https://www.rayven.io/platform/integration/file-uploads)

[![integration-ai-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-ai-connectors.svg)

AI Connectors

](https://www.rayven.io/platform/integration/ai-connectors)

[![integration-it-ot-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-it-ot-connectors.svg)

IT / OT Connectors

](https://www.rayven.io/platform/integration/prebuilt-connectors)

[![integration-custom-integrations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-custom-integrations.svg)

Custom Integrations

](https://www.rayven.io/platform/integration/custom-integrations)

[![integration-api-endpoints](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-api-endpoints.svg)

API Endpoints

](https://www.rayven.io/platform/integration/api-endpoints)

[![integration-iot-devices-protocols](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-iot-devices-protocols.svg)

IoT Devices + Protocols

](https://www.rayven.io/platform/integration/iot-devices-protocols)

[![integration-forms-manual-input](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-forms-manual-input.svg)

Forms + Manual Input

](https://www.rayven.io/platform/integration/forms-manual-input)

[![integration-streaming-data](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-streaming-data.svg)

Streaming Data

](https://www.rayven.io/platform/integration/streaming-data-connectors)

[![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg)

**Data Layer**

Transforms + contextualises your data into an AI-ready source of truth.

](https://www.rayven.io/platform/data)

**

[![data-real-time-data-processing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-real-time-data-processing.svg)

Real-Time Data Processing

](https://www.rayven.io/platform/data/real-time-data-processing)

[![data-unified-data-tables](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-unified-data-tables.svg)

Unified Data Tables

](https://www.rayven.io/platform/data/unified-data-tables)

[![data-data-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-management.svg)

Data Management

](https://www.rayven.io/platform/data/data-management)

[![data-data-transformation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-transformation.svg)

Data Transformation

](https://www.rayven.io/platform/data/data-transformation)

[![data-file-parsing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-file-parsing.svg)

File Parsing

](https://www.rayven.io/platform/data/file-parsing)

[![data-calculation-aggregation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-calculation-aggregation.svg)

Calculation + Aggregation

](https://www.rayven.io/platform/data/calculation-aggregation)

[![data-ai-models-training](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-ai-models-training.svg)

AI Models + Training

](https://www.rayven.io/platform/data/ai-models-training)

[![data-data-storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-storage.svg)

Data Storage

](https://www.rayven.io/platform/data/sql-cassandra-storage)

[![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg)

**Execution Layer**

Automate workflows, trigger actions using real-time data + AI.

](https://www.rayven.io/platform/execution)

**

[![execution-workflows-triggers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-workflows-triggers.svg)

Workflows + Triggers

](https://www.rayven.io/platform/execution/workflows-triggers)

[![execution-control-automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-control-automation.svg)

Control + Automation

](https://www.rayven.io/platform/execution/control-automation)

[![execution-predictive-ai-machine-learning](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-predictive-ai-machine-learning.svg)

Predictive AI / ML

](https://www.rayven.io/platform/execution/predictive-ai-machine-learning)

[![execution-gen-ai-ai-agents](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-gen-ai-ai-agents.svg)

Gen AI + AI Agents

](https://www.rayven.io/platform/execution/gen-ai-agents)

[![execution-approvals-exceptions](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-approvals-exceptions.svg)

Approvals + Exceptions

](https://www.rayven.io/platform/execution/approvals-exceptions)

[![rayven-mcp-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/rayven-mcp-icon.svg)

Rayven MCP

](https://www.rayven.io/platform/execution/rayven-mcp)

[![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg)

**Presentation / UI Layer**

Turns your data into real-time dashboards, reports + custom UIs.

](https://www.rayven.io/platform/presentation)

**

[![presentation-dashboards-visualizations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dashboards-visualizations.svg)

Dashboards + Visualizations

](https://www.rayven.io/platform/presentation/dashboards-visualizations)

[![presentation-widgets-ui-components](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-widgets-ui-components.svg)

Widgets + UI Components

](https://www.rayven.io/platform/presentation/widgets-ui-components)

[![presentation-notifications-alerts](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-notifications-alerts.svg)

Notifications + Alerts

](https://www.rayven.io/platform/presentation/notifications-alerts)

[![presentation-dynamic-reports](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dynamic-reports.svg)

Dynamic Reports

](https://www.rayven.io/platform/presentation/dynamic-reports)

[![presentation-custom-form-builder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-custom-form-builder.svg)

Custom Form Builder

](https://www.rayven.io/platform/presentation/custom-form-builder)

[![presentation-screen-flows-hierarchies](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-screen-flows-hierarchies.svg)

Screen Flows + Hierarchies

](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

[![presentation-html-javascript](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-html-javascript.svg)

HTML + JavaScript

](https://www.rayven.io/platform/presentation/html-javascript)

[![presentation-qr-code-generator](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-qr-code-generator.svg)

QR Code Generator

](https://www.rayven.io/platform/presentation/qr-code-generator)

[![presentation-conversational-analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-conversational-analytics.svg)

Conversational Analytics

](https://www.rayven.io/platform/presentation/conversational-analytics)

[![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg)

**Security, Governance + Hosting**

Protects the platform with access control, encryption + audit logging.

](https://www.rayven.io/platform/security)

**

[![security-hosting-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-hosting-management.svg)

Hosting + Management

](https://www.rayven.io/platform/security/hosting-management)

[![security-white-labelling](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-white-labelling.svg)

White Labelling

](https://www.rayven.io/platform/security/white-labelling)

[![security-deployment-architecture](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-deployment-architecture.svg)

Deployment + Architecture

](https://www.rayven.io/platform/security/deployment-architecture)

[![security-users-roles-access](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-users-roles-access.svg)

Users, Roles + Access

](https://www.rayven.io/platform/security/users-roles-access)

[![security-usage-metrics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-usage-metrics.svg)

Usage + Metrics

](https://www.rayven.io/platform/security/usage-metrics)

[![security-enterprise-security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-enterprise-security.svg)

Enterprise Security

](https://www.rayven.io/platform/security/enterprise-security)

[![security-governance-controls](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-governance-controls.svg)

Governance + Controls

](https://www.rayven.io/platform/security/governance-controls)

[![security-audit-trails-logs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-audit-trails-logs.svg)

Audit Trails + Logs

](https://www.rayven.io/platform/security/audit-trails-logs)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDHziWSAcGCbTUw9fjctBO%2FPLG6gKavEoTQkiLGbJqxSZHnN0hqqh0tc41z%2BgJYsQLNpAzwbaO%2FXZqBp3pC5iSCPcXszXoleAWtx8D3I5ohGIrMEeT5v2X6xz%2BaxuMi1eGNA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[ Industries + Roles ](https://www.rayven.io/industries-and-roles)

**

### Sectors

[ Accountancy ](https://www.rayven.io/industries-and-roles/accounting-ai-automation-custom-software)

**

[![ACCOUNTANCY&nbsp;SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLYwHBfBFm5TMKe%2FsxHu4epQZu%2BR%2BJp0tOQSUvGLXB6z4aOZ1cGjdm3iMa3XZiQXKY51eu26oD2ESFH8TxI2i9vmZeWBaMsDcdZMzEsyUWI4DI3eKPb5Voacp9TARIJVVz8T3NXfhQhs5fee5Btn4SSYQNWYNM7qygl7MH5vWc51NDSkKsL1kn3SbSvZvJzwTjTzSuRxg4Rtvk6wjfc%2BQ%3D%3D&webInteractiveContentId=212189506726&portalId=8302174)

[ Agribusiness ](https://www.rayven.io/industries-and-roles/agribusiness-software)

**

[![AGRIBUSINESS](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106062.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKsT67YYn8YBMjA72GmwtH6hcJji7dRi%2BJSq%2BxoXW%2BiviJ1nhm1R9XpiVveHbD%2FcABmVelrMf2PB%2FyhtlDpf8xBV%2FPvjCHusN0i56T9r6vLyaZ97I9g7Iyx0ZnJDkMZ0iHPJOdM78iQFezyA9D1JKKc0IHogjrKaXPwz7XZDrPO9LCS2YZFjSYRCGVV4GGA13fn11ZlGC8rgg%3D%3D&webInteractiveContentId=212411106062&portalId=8302174)

[ Construction ](https://www.rayven.io/industries-and-roles/construction-software)

**

[![CONSTRUCTION](https://no-cache.hubspot.com/cta/default/8302174/interactive-188704717191.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ9R2d3zlNCVZk%2B1mPRI%2BJqwB9xHymwWTGfnj8G%2FLZrjMjtuMllwTLxnuGO0WvuBO4LbJkEBiRPV6WgxEQ1WiXuMNjTQLaMlUQXZ9PO4pb9n4xPKGsbsQMCx3IPXNn%2BYk10V9Q%2BeQKnNf7CwqLfaVpTvZs7W%2FW5kin8IsBx50E3NpvJmaRqxCoUtwZ5ITGNzbddfGhmWcVf%2Fw%3D%3D&webInteractiveContentId=188704717191&portalId=8302174)

[ Education ](https://www.rayven.io/industries-and-roles/custom-education-software-ai)

**

[![EDUCATION](https://no-cache.hubspot.com/cta/default/8302174/interactive-212194125581.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK6%2BzzRTUpaLH5E1FUxT4nw4dLFhM417jFbI1zc2engXDjvtIe4i%2BfvdMCWu4LAj1uOERsiHW%2BDqeZFic14HXEnBvIGnrdzBffk%2BRFHpJhJRmd1EsgGTG%2B6xDOpL4tyVogi%2FQkn1aTDWR%2FJ6ZOjxGzf59NkoiRMQFm38f6q118CwW4OUl6sTzX5xyNhHmVf5Mi5DSHK4KrSCouwQHZVR30%3D&webInteractiveContentId=212194125581&portalId=8302174)

[ Energy + Utilities ](https://www.rayven.io/industries-and-roles/energy-utilities-software)

**

[![ENERGY + UTILITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583147.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJwrnThHw6xcsLDD5U0o%2FyeQAxfG%2F6RJk4eBDYLh9jRJ5fQfAfI1%2FwkhUHAz2esym3mzAbY88b%2BRjS%2BogdvQ4fs%2BzrKhThFukY4bvUwoVjay%2FfoA63ZSVb4unpw6juLSRZF6JQFRcg3UZ54Q0SzXBEUSahZBEmuo7B%2Bmlnp0xS%2BQDindZ%2B5i4U6E7dctNMYIK75bBqDISsQtug7FbY%3D&webInteractiveContentId=185830583147&portalId=8302174)

[ Engineering ](https://www.rayven.io/industries-and-roles/custom-engineering-software-ai)

**

[![ENGINEERING](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970116.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJVvgYVrXKDut8pePhn5y14yJ5WW%2FGygNmNVRoggPIn%2Bij0yT177Z%2F1eCVR92CvtOCsQeiVktupvndw4Vb3rFnZypo4eEq1K%2B4RGIVrBfyrjFoqvi81Tq5tD1lGZzl73gmU%2BAhCgmFdN%2BGLYwRTcfz6I4gGLPfdQ0qxruFzN0cBauYVZRMcGKAD202gAIG8q19plMNv%2BYmPvkL4Bwy4F59seg%3D%3D&webInteractiveContentId=212252970116&portalId=8302174)

[ Environmental Services ](https://www.rayven.io/industries-and-roles/environmental-services-software)

**

[![ENVIRONMENTAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583197.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI7%2Fq6sAbc0NA2qoGD6Xdk%2B9T7cn7Rj4TkZYFgdUBgPzm18zbJWz7NLPY0Qe9YnM7yzKkPszqfo0%2BUncRFazVEnq51ocgx5kDBKI%2BSQefovfKL%2Bx%2FDzPL2Mgc8oKM7Wfn2Hs3HvwiM2TsigVeJpwmnq4nntdj1NvMZBlEzvDX8q4PE6hBzRgNuvQGBVIbGT2%2B56TyOxl6UWEBdjp0CSK3aRFkA%3D&webInteractiveContentId=185830583197&portalId=8302174)

[ Facility + Site Management                  ](https://www.rayven.io/industries-and-roles/facility-management-software)

**

[![FACILITY + SITE&nbsp;MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2BdYApUF4Dp%2BJ9Qfh2A47xGW1bHWOX4tA5WBiy8YDy8fOVhJk27SvilDaMtrJuSK43QFoVJI6%2Fv3UWYtQyuVJEHkMlV%2BQSeIHEkSlg4gLuWDbqEtbG1I3mlruFHbLP2aUYXT8zJr0k2hw0d2MeB5QLjHtdmrJIxD9uYTKMckdeNcW65%2BzNTtrlq798vWAA5%2FAvlhZKd7Elvg3xMOVUI7s%3D&webInteractiveContentId=185830583348&portalId=8302174)

[ Financial Services ](https://www.rayven.io/industries-and-roles/financial-services-software)

**

[![FINANCIAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212048335709.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLBISAoyp%2Bt6DCX6ueQHwhWO6EgkGJZh%2FElv37ZbNfXa2RNtAjJSirGfHbtE0c51i18HEiEQ19dk7%2FdlIPbdA9azqSsR7tV1otSOoAS%2FQ8AN6h%2BD1KD9pHfijIhAxCWeSMz6lR4089A22djv%2FrMsFcTUpH6datF2PDtyJcOS%2Bk%2BwoV2djYlwZhsU4M5XH6k%2FQ4bw7yR1Gi6MfBkUcfBhA%3D%3D&webInteractiveContentId=212048335709&portalId=8302174)

[ Government + Public Sector ](https://www.rayven.io/industries-and-roles/ai-for-government-services-software-solutions)

**

[![GOVERNMENT + PUBLIC SECTOR](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198824049.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI2R5L%2FlttdDVJ52sWHJ8vlCi%2FwnIJYlaNfoHePY2ljM8sEvbZnX96oqMPSxNA96oPNupAhEKQh0AS%2FAbHYQbRX5dHZSo7BT14JrQWtCNdo8uGdxHZyWBppXjgelYhrZiOvUE%2FvJ6enKp3My6DIelLnLz8ex9q6EmRZPUXumVPpEfylWZtmGNAj8qfCjwc7W9bD0AwI41LdaUjpSA8SaV01ZZnBhnqFMShAbnsE3i0EPQ%3D%3D&webInteractiveContentId=212198824049&portalId=8302174)

[ Healthcare ](https://www.rayven.io/industries-and-roles/custom-software-ai-healthcare)

**

[![HEALTHCARE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970021.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI1A8mhIyP2xD6YQMMlNGbDXd7%2BU5ownrvzintp2GRi%2FPnd5M5oYeiBh5ZPmiEqlxsHVGqBsSkSUNNDD3rnbVAGBykPgpfiQuKo31%2Fja9f%2BQQERon3WiBK5Kt0ga%2Bs80rM879KgeGmgPog7YtXefFupY0%2FqAH7mTkpbHmqCeovtUmYsy0gQTdtmUZ6EGirCmHu51LbvmTHG4ILFUz3Q2BmY&webInteractiveContentId=212252970021&portalId=8302174)

[ Hospitality ](https://www.rayven.io/industries-and-roles/custom-hospitality-software-ai)

**

[![HOSPITALITY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992323.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK%2BMViBrJt921zJCuCctIGhHl04MQlOF%2BFmBay9svgrtvrLQOKE5lIb6A%2B%2BJI5QMpeYz3yAW2v5dEuIzc4U5jfH8BfpAumoZtqDaAlHZ30f9v03XqsSuD%2F0ZEAPA%2Fh%2Brw%2Fu%2B838aYXjqEhiBxYrec3Ls3DlrXOsxBAiqCa4UbVA0BNB%2FNu8c8s02G%2Feycu2dOWW3PoQPYt%2F73UJfyIB5nRM7Q%3D%3D&webInteractiveContentId=212252992323&portalId=8302174)

[ Infrastructure Management ](https://www.rayven.io/industries-and-roles/infrastructure-management-software)

**

[![INFRASTRUCTURE](https://no-cache.hubspot.com/cta/default/8302174/interactive-209889313868.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKf3kUhOufi5vFwJdFGgY79D55MVBr3vttfjcE5bkbePb3zyFBzY7aIeTzCAuNqJbbRE9Lt8fzL45NbZl7dq1DMcPsBjis6pMNQDWhKoBI%2BPOVrBYne8C4NcJSwn%2Fiw15cI2AGikDKhF0%2B25%2BWSL7dd%2B5nZS4ZoMpzT1UoB9SOSn0gW0L9FUMMLYbj7wWLW%2BViDqvbOKzMH7xyOOB1jvCwETtujSF0%3D&webInteractiveContentId=209889313868&portalId=8302174)

[ Insurance ](https://www.rayven.io/industries-and-roles/custom-insurance-software-ai)

**

[![INSURANCE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992321.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ882ohfaSetTPenYY7jZ8r6AFdPEPYHMPC5y1UKrLHXwl3ofascH%2FDjMsJb3GziKaQFr2NyP4Mp2T6R%2Ffk2rc7GJXU9ZtiAdbgycFutP2B7d6LVJ60nAAO4ya0aHmfvt68qZ7CVQV%2FDCUK5oiVM0uFTGu1Gj8nKrJvYcHmuMCbDQRkEUpXwiARJGbeA9LeKKzYxXw0Eye7949FQgdapUY%3D&webInteractiveContentId=212252992321&portalId=8302174)

[ Manufacturing ](https://www.rayven.io/industries-and-roles/manufacturing-software)

**

[![MANUFACTURING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583392.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKaj0cXCWJ3ygd2tUyyLlBEUWaoDvaNhOQ45RFjJCtIe9x0COvGCGBsGlRBASsMoTgIymQLpsdIPoeh2ZyVvrRpvXO7pBwh8EXnf3LuE8xHlA9Z0G%2Bjo5gsKwGq4E6Ym%2F%2FAGBqqVfL%2F%2Bl0K6TwUX80umw3St5yRpUAIF8GqVgCfO9cTJpcm%2BVV5vYdGpBj6BS9Z5qG9FgNF1Nw%3D&webInteractiveContentId=185830583392&portalId=8302174)

[ Mining + Quarrying ](https://www.rayven.io/industries-and-roles/mining-software)

**

[![MINING + QUARRYING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583441.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ3UsynMwR5vv5elTRush%2B4U8dOB4mJItcgSieb2SQZtrzI4VppePtYWC4yC028Rmcqs%2Fy5GsvRVf%2FU2hpXyXSwxLyOysoIULxXb9OAnYk1LBiDA1oyb2dy94lEO9WFQZOBxXf0%2BjtBE8%2Fy8TXokJ4fZViLWkq4T9U9YSryWrK0Gdccs87GXp22djcJTC5VWu4kow%3D%3D&webInteractiveContentId=185830583441&portalId=8302174)

[ Oil + Gas ](https://www.rayven.io/industries-and-roles/oil-and-gas-software)

**

[![<p>OIL + GAS</p>](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK1tz8YM23RpNGn3V3BQ8EK2u6gtkRQexNKeDtDqfeiyhm%2BAvO%2B%2F1%2BF72bY3v2CfgC%2FEY%2By2s7X%2Bdu0l1JjdDCtIisoTb5Waj4Dn9TbXY87zQ77tHPlO3VdYVuMdSFMllBr5YEqTLeZleJnj9sDgQC5G7qpizF4SXs0buQSFf4XxNSlpubLyhr1MqhaPcg8ihYF&webInteractiveContentId=212411106068&portalId=8302174)

[ Ports + Terminals ](https://www.rayven.io/industries-and-roles/port-management-software)

**

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIboykxruCxs17jfVkvgENE5MPDaM6zyCM0HdGyhW%2FnqC%2Fx1e3%2BnggSGyk2BXyTQqxtTxjrXLWu1j0biF4fhK8aYnKqtV34AN4dcqTjSUSXW9ArEHyMdDs42GuwBpbTNtsMHoU72stKQm9%2BwCT0OFOjZDqbiWGook2Ox%2BlsPwGMpQcT5i7Riu%2BoG3Zy5VTKWrDPxwQoH6LCsg%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[ Real Estate + Property Services ](https://www.rayven.io/industries-and-roles/real-estate-software-automation-ai)

**

[![REAL ESTATE + PROPERTY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252923295.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJAfEWc3qoIJNcPFLfhs03vOAjund8MFmwmc6f7qNvSvf3rbuY93t8jJX%2FDed%2BSB3Nc180aSFLAcFYrYCMttKUPh1wFRBt%2FSZhrzzdwbezbRNiJjdmQiVknZxQZHrUu7HhJaC8%2F5i1f9gCw1Z0hzuJWL419SEd1a%2BnK%2FopXAB7B8XsMBMEI5Eg8MEg%2BAMmA1bCSC1FcPf%2FVT7eCumWM0gheTy0pg4s%3D&webInteractiveContentId=212252923295&portalId=8302174)

[ Retail ](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software)

**

[![RETAIL](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198816260.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJTkSva9Ij71dalIvBszHbS%2F0ZnVUixEX%2BDdbRKf06kVm0yKadOGJ9jUc8KTitXEgg1gGAiL2SXHkypoL3kRfmu0PvDkvIKTCS%2FrEyE8nHXXC78DcDtUF2BsaAr7uLsLdv%2FXowMF3Sn2hYwmoc%2Ftsf8oKkoW9IxXDqyTbQzP1Biid0J%2BtzDjQcpNl%2B9NC%2B3nXOtqEJGOWpnpSxYcb1U%2B2XtyKD%2F4%2BgH29E%3D&webInteractiveContentId=212198816260&portalId=8302174)

[ Smart Communities + Local Government     ](https://www.rayven.io/industries-and-roles/smart-communities-local-government-software)

**

[![SMART COMMUNITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394774.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJCF2cabnGFSuHd8E5T7rDIF41tOu2NTlOCk0m10kqR%2FqNK5W%2FeLV4W%2Fz5OfcWOnl3l2jTFBnPLUUE04JHlG7F33HwQDLCCp%2BE9qU%2B6KtSfyrp2YHY%2BU3KnSHx66skRB5tq0pjaQxOBg80mHnEg4G2VWaFp3bEmqeonQRYl0tDhTZipEtWyCVEFdA%2Bo0C%2B5u8qIDHb1mxg0d5y%2FQTjwIbHSzTLXO0s%3D&webInteractiveContentId=185825394774&portalId=8302174)

[ Supply Chain + Logistics ](https://www.rayven.io/industries-and-roles/supply-chain-software)

**

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIboykxruCxs17jfVkvgENE5MPDaM6zyCM0HdGyhW%2FnqC%2Fx1e3%2BnggSGyk2BXyTQqxtTxjrXLWu1j0biF4fhK8aYnKqtV34AN4dcqTjSUSXW9ArEHyMdDs42GuwBpbTNtsMHoU72stKQm9%2BwCT0OFOjZDqbiWGook2Ox%2BlsPwGMpQcT5i7Riu%2BoG3Zy5VTKWrDPxwQoH6LCsg%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[ Water + Wastewater ](https://www.rayven.io/industries-and-roles/water-management-software)

**

[![WATER + WASTEWATER](https://no-cache.hubspot.com/cta/default/8302174/interactive-210017685433.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLDnWIL%2FqD7rM84rLVBJ7em%2BFCqyI5%2F5GDy4GW8mUEDCwnbHO%2BItDJILdmHno6LjBo0SfdaoC5h5X1Mjt1mi2r6e1K9aTMGosCw1BZ5R4Alv7%2Fv3kR8G8KlmY3JLgg3QMIZM7DJDj2HG8fIAZdh9V8WsYX2xJP6su0tRRHkwjFL%2Bhc8XK%2FCKDuPkqEMP7eIOnLyFHAALMoD1s6nyq4%3D&webInteractiveContentId=210017685433&portalId=8302174)

[    → All Industries ](https://www.rayven.io/industries-and-roles)

**

[![Rayven is flexible. Our technology's built for industry + its many use cases.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790018105.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLACpUEll4InwsYrhcD8Px8gfwHHTnaDa8klEKPnrmEKQaIw%2FOY9HDRgPE60SeKRILKjZgxFwEAjLGfqWg7ZZjPNXHBGqX3uoYZB1UGPFws8hQZR1OCBsrub8zzxHhfSG7%2B3r%2FB82W2xKeWfRL6WGI4RzgT8kRfO%2B%2BVyAI4KFk41w%3D%3D&webInteractiveContentId=183790018105&portalId=8302174)

### Job Roles

[ Digital Teams ](https://www.rayven.io/industries-and-roles/ai-for-digital-teams)

**

[![Unite Ops data, deliver real-time intelligence + get custom apps with AI capabilities.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618741.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIsc1Lde7ge7rKd5tknLyr8D11sDgXsdKhtviHNixnnzCglyN%2BPQwm2qgA1SJu7WWVsXSh47TQW9G1JhjlxFD0VcwUTKqt%2BSV2ys28RgAdg7B2PY6WovLy4rvWgiYR1i4CqylwvUkFvhB5GaqHKBTNAIyWkQpzRkUpQzYakDFX91AqFbHgKPBvLBsip3w%3D%3D&webInteractiveContentId=185785618741&portalId=8302174)

[ CIOs + IT Teams ](https://www.rayven.io/industries-and-roles/cios)

**

[![Get custom operational systems + data solutions without the IT headache.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185786401415.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK8Q%2BFzTY48wobJlbh5uUGdNvP9uNK7twoCnKQ0fPHF3ANoUyXs58UgEOExdKV2%2BSbicAJ5S3zhchq8lbpnQnagZzZ8WQgZG86SHPQVXVAcTowkbFBkXMd9A4faL4w5nkkFqp%2B2xfIPDkpWEb%2F4pl%2Bw6aZJkZhq5Vni4MA7&webInteractiveContentId=185786401415&portalId=8302174)

[ Ops Teams ](https://www.rayven.io/industries-and-roles/ai-for-operations)

**

[![Reduce manual work, spot issues earlier + add real-time intelligence, anywhere.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618782.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKCZgPpFAmKO73UP6GL9i7vB92KCRVv7MM8p5aOJbQmkemkFuxkYbu5YSt9GkMSdnciYAYC9PJwq8PONP1i8noaZqioZhoPJJ6yilPIArrtKfVgi8%2BdOQ2bFN5u8tFmwSxqcOUlJMOLAug9rSJgS9X3bqKvriQoJgQtDHumzQl6jTYJpsJH1Xf4%2Fg%3D%3D&webInteractiveContentId=185785618782&portalId=8302174)

[ Data Teams ](https://www.rayven.io/industries-and-roles/for-data-engineering-platform)

**

[![Ingest, transform + orchestrate real-time data pipelines, dashboards, apps - anything!](https://no-cache.hubspot.com/cta/default/8302174/interactive-194116561808.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJtuMg2IekXDFMV4INu%2F%2BdwCT2ou1j9BCg9lSXWXKj7g0elYCA%2BA3NdUDobRliEPiLGsEutWQwet0R0CvdAX05dAFHJXCaW6K7F6vEuVZ%2BPJ70c3n%2BDLiD1UUyqSUzL7B%2B2kPOW5CBlXRVHCQiODR110UZqpY%2BTiPKnOhBd%2BsWg%2FmXF7m%2B0gveaWjw2S%2B4lAUskYeBfBg%3D%3D&webInteractiveContentId=194116561808&portalId=8302174)

[ Senior Management ](https://www.rayven.io/industries-and-roles/senior-management)

**

[![Improve real-time transparency, decision-making + empower your people to improve.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618812.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUGHQ3mLvBCHHU2eoyh%2BwA70wutDCX2zaHudH86cLSXn59xBjz35ziUZei%2FTfdf6ot6EipdcJchzkxanXMZaVb2MQuqGkEZ8VHeYwzsSTmviL%2BsEcQJPH1sCk%2BLFSBBlfdm3HC797o45JZpqZ9T8Nfmil4f8Qe4yCpdwtzEF8t0LKZevNo%2Fwd1TA%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

[ Services ](https://www.rayven.io/services)

**

### Overview

[ Services Overview           ](https://www.rayven.io/services)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

### Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Industrial IIoT ](https://www.rayven.io/services/industrial-iiot)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Partner ](https://www.rayven.io/partners)

**

### Overview

[ Partner Home ](https://www.rayven.io/partners)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Become a Partner ](https://www.rayven.io/partners/become-a-partner)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ White Label Applications      ](https://www.rayven.io/partners/white-label-solutions)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Partner Directory ](https://www.rayven.io/partners/directory)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

[ MSPs ](https://www.rayven.io/partners/msps)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ IoT Devices + Hardware ](https://www.rayven.io/partners/iot-hardware-vendors)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Consultancies ](https://www.rayven.io/partners/specialist-consultancies)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Industrial Automation ](https://www.rayven.io/partners/industrial-automation-scada)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ OEMs ](https://www.rayven.io/partners/industrial-oems)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Environmental / ESG ](https://www.rayven.io/partners/environmental-esg-monitoring)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Integrators ](https://www.rayven.io/partners/systems-integrators)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Connectivity + Telcos ](https://www.rayven.io/partners/connectivity-providers)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Inspection / NDT ](https://www.rayven.io/partners/inspection-asset-integrity)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Resources ](https://www.rayven.io/blog)

**

### Library

[ ALL ](https://www.rayven.io/blog)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Articles + Blogs ](https://www.rayven.io/blog/tag/blogs)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Brochures + eBooks ](https://www.rayven.io/blog/tag/brochures-ebooks)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Case Studies ](https://www.rayven.io/case-study)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Readiness Assessment           ](https://www.rayven.io/tools/readiness-assessment)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Webinars ](https://www.rayven.io/blog/tag/webinars)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

[ About Rayven ](https://www.rayven.io/about)

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJoR%2F0Dtwv56W9MjSgFTUsuFeOTdAd1KnAguro8f43%2BKrdGmYu78tZzewwNTmbCwmb5rnbFspF%2Bf2Uq1mfA%2Fv8XzVwd4w8spSjLalwVToxxrE5nqKzx1khqFawXloNkcA3qh0TVs7VHYyHhHrt6p8KJ9BzxphjEUvIMrNA16h1b8g%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[ Contact Us ](https://www.rayven.io/contact)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Knowledge Base ](https://insights.rayven.io/knowledge)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIF%2BGQShL0b2%2Brpj0mM0F7f0%2BFao%2Fqe%2FegdBc%2F0CwinP2anuP801BTdHyD8Zdlc2IPZg%2BInE1cvLaaB%2BQdBR3ChZiJVswK3fWy6RKbt%2F4pMgbX7%2BPDc%2FzSBB6V0WaN2TBR1nq8j4ntLLqIDGsxRSq5DK3TJmyWUn7wrKC%2FW4nvV&webInteractiveContentId=185823046841&portalId=8302174)

[ Media Coverage ](https://www.rayven.io/blog/tag/media-coverage)

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLEIOdTvuc7EhWXRCIzaDPPvcDGEknw5RW4lKkqqAyg6GXEZ8Jd4WcgnvgEBizzdptgJke9L2Qn%2BJDUjgUYcyN7Bv96m5mR%2B4PmmmpHYcNE%2FgEjNb0pBk1UhYnNvsUjRXHZWaoypPq7ZszEyiJ%2BuOeNB113ifD0CP0m7p7w27vAvdT6RRoENKMhvjjx2G402w%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

[ Talk to expert ](https://www.rayven.io/free-assessment)

[ Instant Solution Plan → ](https://www.rayven.io/tools/readiness-assessment)

# [Platform](https://www.rayven.io/platform) > <https://www.rayven.io/platform/integration>[Integration Layer](https://www.rayven.io/platform/integration) > AI Connectors

# AI connectors.

Connect to eight leading AI + LLM providers as native workflow nodes - choose the right model for each task and chain them with any data source or automation.

[![Free Assessment →](https://no-cache.hubspot.com/cta/default/8302174/interactive-190652051878.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKQvs8XOOtqtG%2FroyDZfHS%2FrCwA%2B3qBqOqox3khfrcecPH5%2BG9iEjJC2K80Q8zhn%2BqyWRc5rltMih1hP%2F9zUid%2FTZobD9xWE7LO9jlvxuvJVAiJ9lJn4%2Fcowsc5LSQZrXUgIOkWQJGhK%2B%2FSdPD%2BH%2BuxZxEtIZmi1nLomuIr0aupI%2Fo%3D&webInteractiveContentId=190652051878&portalId=8302174)

[![Talk to us](https://no-cache.hubspot.com/cta/default/8302174/interactive-197574386499.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJs7ctXaof3i9hfugA9UkYOJJMIx4DySvDHqZeodp97f%2BQBdNYMi8EJBVe36XZNXp8RC56dwcCZOkbcGhLvj%2BNkD6G1ORlFv2E3ucpbUtMWmNuAG9jt8BZnki%2BIP9iCoD2rf3TroxgUxqp8Suy5VHOgicXdQM7nMTCqQSvP9GRO&webInteractiveContentId=197574386499&portalId=8302174)

![AI-Ready-Flow WebP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Workspace/AI-Ready-Flow%20WebP.webp?width=500&height=289&name=AI-Ready-Flow%20WebP.webp "AI-Ready-Flow WebP")

CAPABILITY OVERVIEW

## Bring any AI model into your workflows.

Rayven provides [fast-track connectors](https://www.rayven.io/solutions/data-integration-platform) for leading AI and LLM platforms, each operating as a node in the visual workflow builder.

Every AI connector accepts dynamic inputs from upstream workflow nodes - passing documents, structured data or operational context to the model and routing its output to downstream logic, storage or user interfaces. AI becomes a functional step in any operational process, not a standalone tool requiring separate integration.

Connect the right model for each task: document extraction, anomaly detection, structured data generation, summarisation, or decision support.

Inbound connections include:

![OpenAI-Logo-300](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/OpenAI-Logo-300.png?width=132&height=25&name=OpenAI-Logo-300.png "OpenAI-Logo-300")

![Anthropic-Claude-Filter](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Filter/Anthropic-Claude-Filter.png?width=153&height=46&name=Anthropic-Claude-Filter.png "Anthropic-Claude-Filter")

![Google_Gemini_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Google_Gemini_logo.png?width=91&height=34&name=Google_Gemini_logo.png "Google_Gemini_logo")

![Cohere-CommanR+-logo-300](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Cohere-CommanR+-logo-300.png?width=140&height=23&name=Cohere-CommanR+-logo-300.png "Cohere-CommanR+-logo-300")

![Mistral-Filter](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Filter/Mistral-Filter.png?width=140&height=42&name=Mistral-Filter.png "Mistral-Filter")

![Llama-Meta-Logo-300](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Llama-Meta-Logo-300.png?width=90&height=37&name=Llama-Meta-Logo-300.png "Llama-Meta-Logo-300")

![copilot-logo-300](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/copilot-logo-300.png?width=140&height=34&name=copilot-logo-300.png "copilot-logo-300")

![IBM-Granite-Filter](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Filter/IBM-Granite-Filter.png?width=140&height=42&name=IBM-Granite-Filter.png "IBM-Granite-Filter")

+ more.

![Workflow-AI-500](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Workspace/Workflow-AI-500.png?width=500&height=289&name=Workflow-AI-500.png "Workflow-AI-500")

Rayven is operational software

for an AI-powered world

YOUR WORLD

THE RAYVEN PLATFORM

YOUR OUTCOMES

SCADA + OT

Databases (SQL, NoSQL)

Streaming Feeds

IoT + Edge Devices

Real-time Telemetry

Files + Documents

ERP + CRM Systems

APIs + Webhooks

SECURED PERIMETER

[AI-POWERED CORE ](https://www.rayven.io/platform)

[

01INTEGRATIONAI

Connect anything, in + out

](https://www.rayven.io/platform/integration) [

02DATAAI

Store, structure + serve

](https://www.rayven.io/platform/data) [

03EXECUTIONAI

Decide, automate + act

](https://www.rayven.io/platform/execution) [

04PRESENTATIONAI

Show, ask + interact

](https://www.rayven.io/platform/presentation) [

05SECURITYAI

Protected, governed, hosted

](https://www.rayven.io/platform/security)

Real-Time Dashboards

AI

Conversational AI

AI

Mobile + Web Apps

AI

People + Approvals

AI

AI Agents

AI

Predictive AI + ML

AI

Machine Control

AI

Alerts + Notifications

AI

Reports + Data Exports

AI

API + Webhook

AI

KEY CAPABILITIES

## What AI Connectors give you.

#### OpenAI

GPT-4 and GPT-4o family models as workflow nodes. Accepts static or dynamic prompts, reads files directly from FTP paths + outputs structured JSON, summaries or classification results.

#### Anthropic Claude

Ultra-long context windows, strong reasoning + safe outputs. Best suited for large document processing, regulated industry applications + workflows requiring careful, detailed analysis.

#### Google Gemini

Enterprise-grade multimodal model with strong performance on text, images + structured data. Preferred for GCP-integrated environments + workflows involving mixed data types.

#### Cohere Command R+

Optimised for retrieval-augmented generation (RAG) + enterprise search. Best for extracting structured information from large document sets, internal knowledge bases + unstructured data stores.

#### Mistral, Meta Llama + open-source

Open-weight models for private or on-premise AI deployments. Mistral 7B is cost-efficient for edge use cases. Meta Llama supports full platform control + custom model training.

#### Microsoft Copilot + IBM Granite

Copilot is GPT-backed and ideal for Microsoft 365 workflows. IBM Granite is built for enterprise governance + regulated industries requiring explainability, compliance + sensitive data handling.

HOW IT CONNECTS: EXPLAINER

## Where AI Connectors fit in the Rayven Platform stack.

AI connector nodes sit in the Integration Layer as bidirectional connections to external AI models.

 They operate within Rayven workflows alongside any other node type:

- Upstream: data from IoT devices, files, APIs, databases or forms is passed to the AI model as context or input The AI model processes the input + returns structured output
- Downstream: output routes to storage, dashboards, automation logic, external APIs or user interfaces

Multiple AI nodes can chain sequentially or in parallel within the same workflow - enabling agent-style orchestration without a separate AI infrastructure.

Integration Layer ▾

[IT/OT Connectors](https://www.rayven.io/platform/integration/prebuilt-connectors) [API Endpoints](https://www.rayven.io/platform/integration/api-endpoints) [Streaming Data](https://www.rayven.io/platform/integration/streaming-data-connectors) [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols) [Forms + Manual Input](https://www.rayven.io/platform/integration/forms-manual-input) [Custom Integrations](https://www.rayven.io/platform/integration/custom-integrations) [AI Connectors](https://www.rayven.io/platform/integration/ai-connectors) [File Uploads](https://www.rayven.io/platform/integration/file-uploads)

Data Layer ▾

[Real-Time Data Processing](https://www.rayven.io/platform/data/real-time-data-processing) [Calculation + Aggregation](https://www.rayven.io/platform/data/calculation-aggregation) [Unified Data Tables](https://www.rayven.io/platform/data/unified-data-tables) [File Parsing](https://www.rayven.io/platform/data/file-parsing) [AI Models + Training](https://www.rayven.io/platform/data/ai-models-training) [Data Storage](https://www.rayven.io/platform/data/sql-cassandra-storage) [Data Management](https://www.rayven.io/platform/data/data-management) [Data Transformation](https://www.rayven.io/platform/data/data-transformation)

Execution Layer ▾

[Gen AI + AI Agents](https://www.rayven.io/platform/execution/gen-ai-agents) [Control + Automation](https://www.rayven.io/platform/execution/control-automation) [Workflows + Triggers](https://www.rayven.io/platform/execution/workflows-triggers) [Approvals + Exceptions](https://www.rayven.io/platform/execution/approvals-exceptions) [Predictive AI / ML](https://www.rayven.io/platform/execution/predictive-ai-machine-learning) [Rayven MCP](https://www.rayven.io/platform/execution/rayven-mcp)

Presentation / UI Layer ▾

[Custom Form Builder](https://www.rayven.io/platform/presentation/custom-form-builder) [QR Code Generator](https://www.rayven.io/platform/presentation/qr-code-generator) [Screen Flows + Hierarchies](https://www.rayven.io/platform/presentation/screen-flows-hierarchies) [Dynamic Reports](https://www.rayven.io/platform/presentation/dynamic-reports) [Dashboards + Visualizations](https://www.rayven.io/platform/presentation/dashboards-visualizations) [HTML + JavaScript](https://www.rayven.io/platform/presentation/html-javascript) [Conversational Analytics](https://www.rayven.io/platform/presentation/conversational-analytics) [Widgets + UI Components](https://www.rayven.io/platform/presentation/widgets-ui-components) [Notifications + Alerts](https://www.rayven.io/platform/presentation/notifications-alerts)

Security, Governance + Hosting ▾

[Hosting + Management](https://www.rayven.io/platform/security/hosting-management) [Audit Trails + Logs](https://www.rayven.io/platform/security/audit-trails-logs) [Deployment + Architecture](https://www.rayven.io/platform/security/deployment-architecture) [Usage + Metrics](https://www.rayven.io/platform/security/usage-metrics) [Enterprise Security](https://www.rayven.io/platform/security/enterprise-security) [Users, Roles + Access](https://www.rayven.io/platform/security/users-roles-access) [White Labelling](https://www.rayven.io/platform/security/white-labelling) [Governance + Controls](https://www.rayven.io/platform/security/governance-controls)

Click any layer to explore what's included.

---

<https://www.rayven.io/platform/integration/ai-connectors#>

USE CASES

## How AI Connectors get used.

#### Industrial AI document processing

Maintenance reports uploaded to an SFTP folder are passed by a Rayven workflow to a Claude node for structured data extraction. Results are written to a Primary Table + a work order is triggered if a critical defect is identified - fully automated from upload to action.

![AI-Ready-Flow WebP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Workspace/AI-Ready-Flow%20WebP.webp?width=240&height=139&name=AI-Ready-Flow%20WebP.webp "AI-Ready-Flow WebP")

#### Real-time data enrichment for BI

Customer records ingested via CRM connector are passed to a Cohere Command R+ node for classification and tagging. Enriched records are written to a dashboard table - improving BI accuracy without manual data preparation.

![Conversational-Analytics-Solution-WebP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Conversational-Analytics-Solution-WebP.webp?width=240&height=139&name=Conversational-Analytics-Solution-WebP.webp "Conversational-Analytics-Solution-WebP")

#### Partner-built AI-powered client portal

An MSP embeds a Rayven conversational analytics interface into a white-label client portal. The interface uses an LLM node to answer questions about client operational data in natural language - delivered as the partner's own AI product.

![ESG-Solution-2-500](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/ESG-Solution-2-500.png?width=240&height=139&name=ESG-Solution-2-500.png "ESG-Solution-2-500")

## AI Connectors FAQs:

### Which AI/LLM providers does Rayven support natively?

OpenAI, Anthropic Claude, Google Gemini, Cohere Command R+, Mistral/7B, Meta Llama, Microsoft Copilot + IBM Granite. A custom API node connects to any additional LLM endpoint not listed. See all [Integration Layer](https://www.rayven.io/platform/integration) connector options.

### Can I use multiple AI models in the same workflow?

Yes. Multiple AI nodes can run sequentially or in parallel within the same workflow - for example, using one model to extract data and another to classify or summarise the output. Explore the [Execution Layer](https://www.rayven.io/platform/execution) for workflow design options.

### How do I pass data from other systems to an AI model?

Any upstream workflow node output can be passed to an AI connector as input. File contents, database records, API responses + sensor readings can all serve as AI model context within the same workflow chain. See all [Integration Layer](https://www.rayven.io/platform/integration) data sources.

### What output formats do AI connectors return?

AI connectors return structured text or JSON by default. Downstream JavaScript or Advanced Function nodes can parse, transform + route the output to storage, dashboards or external APIs. Learn how the [Data Layer](https://www.rayven.io/platform/data) stores AI outputs.

### Can AI connectors read files directly?

Yes. AI connector nodes can read files from an FTP path directly - passing document content to the model without a separate extraction step. Useful for PDF processing, report analysis + document classification. See [File Uploads](https://www.rayven.io/platform/integration/file-uploads) for ingestion options.

### Which model should I use for which task?

Claude for long document processing + regulated industries. Cohere Command R+ for RAG + document extraction. OpenAI GPT-4 for general reasoning + structured output. Gemini for multimodal + GCP. Mistral/Llama for private or edge deployments. See all [AI Connector](https://www.rayven.io/platform/integration/ai-connectors) options.

### Can AI outputs trigger automated actions in the same workflow?

Yes. AI node outputs feed directly into a Conditional Filter, Rule Builder or output node. If an AI model flags an anomaly or classifies a record as high-priority, the same workflow can trigger an alert, update a database or fire an API call. See [Control + Automation](https://www.rayven.io/platform/execution/control-automation).

### Is there a custom API option for AI providers not in the list?

Yes. The API node connects to any LLM endpoint that accepts HTTP POST requests - covering any provider not listed as a fast-track connector, including self-hosted models. See all [Integration Layer](https://www.rayven.io/platform/integration) connection options.

### Are AI connector calls logged for audit purposes?

All workflow executions are stored in Cassandra with UID + timestamp indexing. AI connector inputs + outputs are part of the workflow payload history, accessible via the Inspect Data tab. See [Audit Trails + Logs](https://www.rayven.io/platform/security/audit-trails-logs).

### Can AI connectors work with on-premise or private deployments?

Yes. Models supporting private deployment - Meta Llama, Mistral + self-hosted endpoints - connect via the custom API node, enabling AI processing within private cloud or on-premise Rayven deployments. See [Deployment + Architecture](https://www.rayven.io/platform/security/deployment-architecture) options.

## Also in the Integration Layer:

### [Fast-Track IT/OT Connectors 1,228+ fast-track connectors across CRM, ERP, BI, AI/LLM services + industrial systems.](https://www.rayven.io/platform/integration/prebuilt-connectors)

### [File Uploads Ingest files directly via FTP, FTPS, SFTP + AWS S3, or through manual uploads within the platform.](https://www.rayven.io/platform/integration/file-uploads)

### [Forms + Manual Input Capture structured data from human input via configurable form widgets, feeding directly into workflows.](https://www.rayven.io/platform/integration/forms-manual-input)

### [IoT Devices + Protocols Native support for MQTT, Modbus, LoRaWAN, SNMP + Raw UDP for edge and industrial device connectivity.](https://www.rayven.io/platform/integration/iot-devices-protocols)

### [API Endpoints Expose processed platform data to external systems via authenticated GET endpoints + inbound POST hooks.](https://www.rayven.io/platform/integration/api-endpoints)

### [Custom Integrations Build bespoke two-way integrations via HTTP request nodes, REST API adapters + custom webhook endpoints.](https://www.rayven.io/platform/integration/custom-integrations)

### [Streaming Data Connectors High-frequency ingestion via AWS Kinesis, MQTT + AMQP into Cassandra time-series storage.](https://www.rayven.io/platform/integration/streaming-data-connectors)

Join the Shift

## Discover the easy way to do something new.

Book a free 30 minute assessment with our team and we'll scope your project, needs + what a solution might look like.

[Book a free assessment →

Book the free 30-minute call with one of our Australia-based team.

](https://www.rayven.io/book-demo) [Message us →

Not ready for an assessment? Send us a message and we'll get back to you with free, tailored advice.

](https://www.rayven.io/contact)

<https://www.rayven.io>

- Solutions 
    - [Custom Applications](https://www.rayven.io/solutions/custom-software)
    - [Custom AI + Agents](https://www.rayven.io/solutions/custom-ai-solutions)
    - [IoT Solutions](https://www.rayven.io/iot-platform)
    - [Unified Data Platforms](https://www.rayven.io/solutions/unified-data-platform)
    - [Data Collection Tools](https://www.rayven.io/solutions/data-collection-software)
    - [Automations](https://www.rayven.io/solutions/automation-software)
    - [Integrations](https://www.rayven.io/solutions/data-integration-platform)

- [Platform](https://www.rayven.io/platform) 
    - [Platform Home](https://www.rayven.io/platform)
    - [Integration Layer](https://www.rayven.io/platform/integration)
    - [Data Layer](https://www.rayven.io/platform/data)
    - [Execution Layer](https://www.rayven.io/platform/execution)
    - [Presentation / UI Layer](https://www.rayven.io/platform/presentation)
    - [Security, Governance + Hosting](https://www.rayven.io/platform/security)

- [Use Cases](https://www.rayven.io/industries-and-roles)

- [Partner with Rayven](https://www.rayven.io/partners) 
    - [Partner Directory](https://www.rayven.io/partners/directory)

- [About Us](https://www.rayven.io/about) 
    - [Resources](https://www.rayven.io/blog)
    - [Privacy Policy](https://www.rayven.io/privacy-policy)
    - [Contact Us](https://www.rayven.io/contact)
    - [Management Login](https://workspace.rayven.io/login.aspx)
    - [info@rayven.io](mailto:info@rayven.io)

 

<https://www.rayven.io/platform/integration/ai-connectors#body> 

![](https://px.ads.linkedin.com/collect/?pid=2581828&fmt=gif)

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/#organization",
  "@type" : "Organization",
  "address" : {
    "@type" : "PostalAddress",
    "addressCountry" : "AU",
    "addressLocality" : "Darlinghurst",
    "addressRegion" : "NSW",
    "postalCode" : "2010",
    "streetAddress" : "223 Liverpool Street"
  },
  "areaServed" : [ {
    "@type" : "Country",
    "name" : "Australia"
  }, {
    "@type" : "Country",
    "name" : "New Zealand"
  }, {
    "@type" : "Country",
    "name" : "United States"
  }, {
    "@type" : "Country",
    "name" : "United Kingdom"
  }, {
    "@type" : "Place",
    "name" : "Global"
  } ],
  "description" : "Rayven is the unified platform plus services company that builds custom operational software, automation and AI for businesses of every kind.",
  "email" : "info@rayven.io",
  "foundingDate" : "2017",
  "logo" : {
    "@id" : "https://www.rayven.io/#logo",
    "@type" : "ImageObject",
    "height" : 426,
    "url" : "https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426-1.png",
    "width" : 1390
  },
  "name" : "Rayven",
  "sameAs" : [ "https://www.linkedin.com/company/RayvenIoT", "https://x.com/RayvenIOT", "https://www.facebook.com/RayvenIoT/" ],
  "slogan" : "Operational software for an AI-powered world.",
  "url" : "https://www.rayven.io"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/#website",
  "@type" : "WebSite",
  "inLanguage" : "en",
  "name" : "Rayven",
  "publisher" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "url" : "https://www.rayven.io"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/integration/ai-connectors#breadcrumb",
  "@type" : "BreadcrumbList",
  "itemListElement" : [ {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io",
    "name" : "Home",
    "position" : 1
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform",
    "name" : "Platform",
    "position" : 2
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform/integration",
    "name" : "Integration Layer",
    "position" : 3
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform/integration/ai-connectors",
    "name" : "AI Connectors",
    "position" : 4
  } ]
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/integration/ai-connectors#service",
  "@type" : "Service",
  "areaServed" : [ {
    "@type" : "Country",
    "name" : "Australia"
  }, {
    "@type" : "Country",
    "name" : "New Zealand"
  }, {
    "@type" : "Country",
    "name" : "United States"
  }, {
    "@type" : "Country",
    "name" : "United Kingdom"
  }, {
    "@type" : "Place",
    "name" : "Global"
  } ],
  "category" : "Integration Layer",
  "description" : "Fast-Track connectors for OpenAI, Claude, Gemini, Cohere, Mistral, Llama + more. Route operational data to AI models for document processing, anomaly detection, classification + natural language generation - within the same workflow.",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/platform/integration#service"
  },
  "name" : "AI Connectors",
  "offers" : {
    "@type" : "Offer",
    "availability" : "https://schema.org/InStock",
    "url" : "https://www.rayven.io/book-demo"
  },
  "provider" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "serviceType" : "Rayven Platform Capability",
  "url" : "https://www.rayven.io/platform/integration/ai-connectors"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/integration/ai-connectors#webpage",
  "@type" : "WebPage",
  "about" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "breadcrumb" : {
    "@id" : "https://www.rayven.io/platform/integration/ai-connectors#breadcrumb"
  },
  "dateModified" : "2026-05-21",
  "datePublished" : "2026-05-15",
  "description" : "Fast-Track connectors for OpenAI, Claude, Gemini, Cohere, Mistral, Llama + more. Route operational data to AI models for document processing, anomaly detection, classification + natural language generation - within the same workflow.",
  "inLanguage" : "en-AU",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/#website"
  },
  "name" : "AI Connectors | Integration Layer | Rayven Platform",
  "speakable" : {
    "@type" : "SpeakableSpecification",
    "cssSelector" : [ "h1", "h2" ]
  },
  "url" : "https://www.rayven.io/platform/integration/ai-connectors"
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "FAQPage",
  "mainEntity" : [ {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "OpenAI, Anthropic Claude, Google Gemini, Cohere Command R+, Mistral/7B, Meta Llama, Microsoft Copilot and IBM Granite. A custom API node connects to any additional LLM endpoint not listed. See all Integration Layer connector options at https://www.rayven.io/platform/integration."
    },
    "name" : "Which AI/LLM providers does Rayven support natively?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Multiple AI nodes can run sequentially or in parallel within the same workflow - for example, using one model to extract data and another to classify or summarise the output. Explore the Execution Layer at https://www.rayven.io/platform/execution."
    },
    "name" : "Can I use multiple AI models in the same workflow?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Any upstream workflow node output can be passed to an AI connector as input. File contents, database records, API responses and sensor readings can all serve as AI model context within the same workflow chain. See https://www.rayven.io/platform/integration."
    },
    "name" : "How do I pass data from other systems to an AI model?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "AI connectors return structured text or JSON by default. Downstream JavaScript or Advanced Function nodes can parse, transform and route the output to storage, dashboards or external APIs. Learn how the Data Layer stores AI outputs at https://www.rayven.io/platform/data."
    },
    "name" : "What output formats do AI connectors return?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. AI connector nodes can read files from an FTP path directly - passing document content to the model without a separate extraction step. Useful for PDF processing, report analysis and document classification. See File Uploads at https://www.rayven.io/platform/integration/file-uploads."
    },
    "name" : "Can AI connectors read files directly?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Claude for long document processing and regulated industries. Cohere Command R+ for RAG and document extraction. OpenAI GPT-4 for general reasoning and structured output. Gemini for multimodal and GCP. Mistral/Llama for private or edge deployments. See https://www.rayven.io/platform/integration/ai-connectors."
    },
    "name" : "Which model should I use for which task?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. AI node outputs feed directly into a Conditional Filter, Rule Builder or output node. If an AI model flags an anomaly or classifies a record as high-priority, the same workflow can trigger an alert, update a database or fire an API call. See https://www.rayven.io/platform/execution/control-automation."
    },
    "name" : "Can AI outputs trigger automated actions in the same workflow?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. The API node connects to any LLM endpoint that accepts HTTP POST requests - covering any provider not listed as a fast-track connector, including self-hosted models. See https://www.rayven.io/platform/integration."
    },
    "name" : "Is there a custom API option for AI providers not in the list?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "All workflow executions are stored in Cassandra with UID and timestamp indexing. AI connector inputs and outputs are part of the workflow payload history, accessible via the Inspect Data tab. See Audit Trails and Logs at https://www.rayven.io/platform/security/audit-trails-logs."
    },
    "name" : "Are AI connector calls logged for audit purposes?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Models supporting private deployment - Meta Llama, Mistral and self-hosted endpoints - connect via the custom API node, enabling AI processing within private cloud or on-premise Rayven deployments. See Deployment and Architecture at https://www.rayven.io/platform/security/deployment-architecture."
    },
    "name" : "Can AI connectors work with on-premise or private deployments?"
  } ]
}
```