---
title: Integration Layer | Rayven Platform | Connect Any Data Source
description: The Rayven Integration Layer connects every data source - OT systems, IoT devices, APIs, files, cloud platforms, and more - into a unified operational data pipeline. Explore 7 integration capabilities including fast-track connectors, streaming data, AI connectors, and IoT protocols.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Platform%202026/Rayven-Integration-Layer%20WebP.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=AVxigLKmBKG6ctLH4w7sG5EsqlJKNbz5oc7VgbbKPU%2Fjcv7%2Bs0Thwng2wUrHHmWL%2FzneZA%2BKY%2Fn2s64fGJUD5sDtlzUgtuu4hquY8glW6BWCB6fSCKQi9DPTO68DG2zE1ybD5m7j6g%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=AVxigLKmBKG6ctLH4w7sG5EsqlJKNbz5oc7VgbbKPU%2Fjcv7%2Bs0Thwng2wUrHHmWL%2FzneZA%2BKY%2Fn2s64fGJUD5sDtlzUgtuu4hquY8glW6BWCB6fSCKQi9DPTO68DG2zE1ybD5m7j6g%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=AVxigLLJDvwVkBNFCPpP33GjkV8MLAHF0%2B%2Fs%2BrMdqkHkdP9sPm8DgcHcv3K35JYAMOwLn5PzwzVPTUGSEodfKRud9GiRYnMzIGNdcT76%2FY2A%2BQCWgGJmD7iD9xmLgVLlE8eJN6q4izXq5%2FyomWCtKVXzQhF9lVYpfID%2BAJmNSJi094XWfk9jCVBIxIm8KHoPWhFqDN080S42%2F%2F%2FHbfiiZbMecQ%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=AVxigLJjJbLDDBMUt5vI7MIeoflOduzVSEgfu49wYPs9z1CayTAZNhZPUrjZvfyN7SSkZ9OB2AqsHWCeCqe1XSmkJFv4u7JOcE9fLmQxorx3UBCaXW7%2BgYih4l3Rj1PnhOAaVz7a7aECl8rNhII3BuQDW9bl8tiJb4Dq4oH5DFS5YvJ7Gz7ilJeNF81Kux%2BIB4bt824Z3%2BlV8fuMJw%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=AVxigLLifeIHmhicRliRqtAjfulsdANItfA7I8m5b8Z6KEGN%2FOmzDgDUegkthDe2tkpjuGEB7JGr4WkIUUsoCdvH26ZAP%2Flm8IMbVGrXVwfO5b4%2FupZs%2Fq7h0mQIHQPZVDQBu%2F38STvE1uoQlT%2Ff1svRmiYi2eNpGsKVjddvL4TQQXvM0CcFbZgUa0cCo%2Bxx4OBotUYUi5Q6ZsSYaQ%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=AVxigLLXZwACy%2FVI8DcPuKX7qOmusGRdtgQNmNOqNJZi8oXgbnQIL%2BdWmbgCwKPy4THgIINFsKY7Q3cB6yuqaCdays7RmFiQOJYP8HWRbI7GDrVCz4YCdJGs9NM4Shy49sjVzxHzlg1sO3s9BgQZ8efRSdAUnL9F9Z897RRLna4oKIIjSTlBPN1QwjJTnidW7kq94RkjiRX1dxtHPbpx%2Bc5CmHU%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=AVxigLKBfrnRUjIfRaNEKqMgvNiWvIe%2BZMmASGc2R3k5DwEyrQEzgFQboCf%2FfPZEzUgA7fp2EuDdcau4j6vBSeOGEpsVJmJxB6bkJohXmw7jSLJLcDkxTt%2F6wA4LqjeD9UDFy3Xf%2F2bNDQ8ipKITDBjmaGSWkkNYFM3yHO4ErynJwF61bT4lG%2BsiBpEm8Tq8%2FpwciKLcdD2AUw2YrUOmqgM%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=AVxigLKigKdYRQMVHbouCzRn%2BFXWErBbsM2DV0cbFpwb1bQbGIikZybiyKn9JYrVcSfc3XYhDeFYRG8CIJFU1jllhm83GGwmqmqebOE%2BERVjAqnwXq1pZtxJ7pXU6nyqucTcVQTRToXib9DAyo1%2Bn0J8EHluP8NzYRU%2F9gkZOuR29ywbzcuSnhRA33jgX2DukogcwWQs6bD%2B0mHiQF3wG62wVRyrVw%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=AVxigLLvskV01GUDICXDunq67WRC%2BjlyixLkd7vOb9gj9iLLTQQVpG9%2Fq2gQ61rXpUIETcpANLlSzK9A6IEYuizIRhYJyIjM0HX2v19yAl30mdVhFOs%2BQmbYMnBVa4SnHZk1oMPRiKW%2FfAg5PO11u8TY0PVupYlXi6wkjiG%2FnSlvf%2FnM8u%2B6Ke08E%2BVlVhPOO%2FFGwd%2FkMrE0Cn0Nxnhg7fiUJTkwR80%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=AVxigLJWTGkkgs54iUea%2Fox3pIib1L8snzFbtYppCtip0BIltyw61nT8kpKdrTCA%2BFYhyjahAVVe0AphviGQYqxVsnMOar65f6AScCsVJ0m6UANkrgElzvScPdjN91uV6IMnaHxLjzp6hTLjn9WiQ2VoC67ZIGQ89UMcRWdKkTn4hKJFAvUQyHQphlvyHuRPxS6EqBrM8rQLuN2cVQIPoUTOFNE%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=AVxigLJE5XGp5r53PFlmZeoZ24eIr6DucXXqOWoqULJ8N4mMFY9BeCdkNuUWtBdAdySL7YEV24hZC9At%2FfgeA3yEjBB%2F1kmkg%2F%2FMSrNC2oGm%2FgzIfKGNujU0Q59EKRi4Al67nh6O1We2DdIvY7wfjQAkKsZeU%2F7AAjlZeyFp4yaxUWz33ow4qK%2B8nzOxXOVMev0ova2ccKr8vNFMnhOfYFOESw%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=AVxigLLmdMMpvF5WJI4zHiBvFcZCXlJFyjj7MAWs%2BXaYCxzb9w0n%2FafRxspqCaiYaC5iweX%2BBQTzcDHJPkXqfmmJqcOfmiSMFo2HsA10MjDyv7m7BBybrMVYx2WooxdK3Lfx63emjGcDc73e82z%2BgZT77E%2F9c%2FIHOg7X%2FNMrWEr0ugxmPJ%2FJjbPQ9BIySqQjB6dvHuXDDHBLdldlaqWLQ0HLql9%2F7k2MzRsa12Rcl9%2FJdZDdhw%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=AVxigLLq4b%2FujwYo4n1%2BoMu55287l4jNn1hZJR9Cle22xXeHdgCQyGG6GzM8DNFx7w5KIqReI0CGkfMhCT6sOi%2FI88jlbUGLApbu%2FKFcxHua8jnLCFECm38t6jtwx7%2BdnssJLTosIhnAMFUsKA4vxO4CEEjbCF2sDbNO3X8PiV%2Biq76fpOhxwFZW%2FJDjU8FF%2B624qFCvtqPjnc3U1fqk0t2v41As&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=AVxigLKBojRwECSCkki6QxDc6tSSp6rPrCDEQSAL2GxSrg31zGFfSVoAMrq8uqlWAn4khG3MTpMByX3QKqYBl45eO7JJVl5xA1XRgGQUlXqOR3xNYtxMWfs1Y%2FG8A3D%2BEgEgwivUIQ64mng6Dc%2ByRlrf8qSCPEk%2BynQZxSxWwSbKLfp2N4S%2B81H4cgfXmo2jm1nSPxvYhre8io99v6Di1mO0uH%2BTxA%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=AVxigLIYLiw6bcXtk3I2Du0W90IBP4aQ9OY%2F4XcdoatVaD2MELqEQVHh9zSY%2FnDA%2BOz28vqrfOi95Gkw%2FcTqlpU5%2F%2FKlayikwXQNNmToguJNZkY5YIbDorfiHKVYzQzCBHEDWAiiDo%2FPKN1PoM6twkOA2%2FSRESPaFr8qlHWrlCR6PIj%2B6t9GxLMUH1PapnRapQQm49qoh7ib6QTtY3qQPE1fwI7P2e28lpw%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=AVxigLLwGesCE6bwzUSQIF0EAuAhOxjZ0nuaCD0MhUcpwhDEji%2F%2BZixS0zzJX8O0oZZtyu1gsQTVc07a1NrjzRNk8POTv%2BihIYE1FdKS011mmdxAdsM9I1PH4WPK9fXjDe161%2FXhYffGcOC65pc8FndP4q92UX1kYVd6atmteWzgcOzuZOYRbV%2BgZTsJo8zAMRcLF8lia1B%2BQeAPiyyZ37HjkO0%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=AVxigLJRFOWIGAg%2BxxxCxG0Mz6hedcXEGmC4gVQxCTmNRCAijD2mLh0rHrT55LiSjvoNEVEKxJe%2BGrjZ0mIv0hb%2BKRBYQQfNcUun6iYY%2BUosl8q1O3vdlptTPNIkE9U%2B%2F4p7VOx3UoJiNZ4d0ZTUorpnPFfgvTbwzLMnethENqQ%2FsXEa0eO6UNV5GFxa%2BQzkYC4jyXzVTSoPf16asG0%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=AVxigLJm%2BBcVJsiMG8KGlashbXfWSzHIYhree96ov1QUVHqnsQ9AY2oCwOwaxrSKHto%2BE9sncGHW7goQKfd0Depfkd47BOh4ZRlVY6sk6Dyu0qUA%2FLQUrT2Wv66I6krzuj4cIQm3ZjL0wN211nj6Iif60EnUUBH0%2FsBVwWtRr8BE6%2F32LqsUhO5bFH9I49yxwKmxTh%2FyhQ%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=AVxigLLeqBzuYdrXgrENq%2FKOGr16L9VXrBTLpC53Btlw65Y%2BaV4Wgdi4btYdVjWycC1ZANvrhgd0%2FA5HfBU2Z6f7y%2Fn9tIuFWQLJnG5GaGyoCKxElS01iiRiypLgdpP%2F7EeYFS%2FgkkJOcj6sjezb5Sva5qkV5DPtVdJDqZwmdiDoZNquPLOfBHkbebXilMoMBztpZAnT&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=AVxigLJvxjf9JF%2BP7iidTp5Mp%2BJP5vyvqosTVYsDVYaNMin1Ed%2BAOYhUj6qFzaD%2BBcSyCqj3ety3QAnlTAcQssXZIee9FFG6RL5cPbvi0L4Fe6TRcZTmAb%2B4cdVLtSq5aPOrQtUXMELZIbYehh993E7GIINUZQA5QWpU%2BavOMhe3Yo41fq9lHP4iyKhoDY6DzpuijwWp4HvdWwzYfg%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=AVxigLLcBrPJGPqSbjnJfecSvJ0nVTCPTaQ%2FOSltdzCmt613Eezd%2Fo1TwVEWhme2LN3vFnMYQgV2caMK2tP%2BcelcBhUs3rAhDT6v3bFSx%2FbF7EnWbcG8UXnEQSz5KloQIbTPymtfjIjct02B4z%2FbACblAoXrrytgO%2BURVD%2BztqKa9YOGDJ0ZXpPAKx%2FuLf%2Fo%2BM1bFnv8ucmmUfadgaYsFaTitRo%2BkQKCDaI%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=AVxigLLXm95wS%2BQxUNNeSrQXXCwDg9wr%2FbYarL3Omkknka%2BwR1U85KX8IQhsyrejYdcd%2BsmvlpQVGfQDnSaE9HhOgXtEWPLNFR2sPIwdjC1PNTdg7HCJaFxl5HuQCUBK5ND2PlI7DvSYR63WlCiQL1DzWL6BxHb8qrjWyb52oW9oDXWHjWZIL5dSZZrah8KF8PVq8wXSjvlWqEjkVWrns4W4z%2FrAkQOKgIK023c%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=AVxigLLdRF8yk1sRST38w8qooCSsgRhPikmgn9KUwREYiMxD10RaR6ffMmSYjdVfwTxcpSqcZ7cBH7dRi0FyaTAqBTRQ10k2Jte%2B0LyUPJKE23k8O8gazT2Ik99Cn%2BX49xAteWvDp9He%2FVU2LmzJzYNz0TvvInYTHgo5R2SRhTp8dF6BcGWLioZN2fAe3rCYwt7c9k4jZmzO6fTS4gRR6%2B1ScDMv2nxHHRM%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=AVxigLJvxjf9JF%2BP7iidTp5Mp%2BJP5vyvqosTVYsDVYaNMin1Ed%2BAOYhUj6qFzaD%2BBcSyCqj3ety3QAnlTAcQssXZIee9FFG6RL5cPbvi0L4Fe6TRcZTmAb%2B4cdVLtSq5aPOrQtUXMELZIbYehh993E7GIINUZQA5QWpU%2BavOMhe3Yo41fq9lHP4iyKhoDY6DzpuijwWp4HvdWwzYfg%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=AVxigLI54apry2%2B%2BXTi8eBeYB74Ee02lV3%2Bko2YGNjFXgFdkumk9iFLkZNQg6diHF4%2B5k16l035DxdYK9EW8K4OarHIwfBdkbmnpHqTRzuzYg4%2FGozNCQmQLA8hT7VtNkJ5tdh7yH4nJrRN9awnLGQ0T%2BVE3M4jqZdk08OgG%2FoxBzbYxJ76tEMRD7xGi%2FGMsuuWwr5lUzUqdUEMpjPoW9%2BE%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=AVxigLL%2F2BP5yikWUp7jDmT9pffc62jFRIJzElKnVqXaxtXT2vbZEiD1gzi2pujkmP9iTMzRAdK8chDpfiNEm9X5%2F3Gbh73GAP69z7p1olC5PUyjovw6fAXz%2BBDbCBXWYDP%2BLs7%2B1ck%2BQw8dQgHuQQ4bRRauwMN5NHqgO3dW304sq04%2FXQ%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=AVxigLJpfEQoOSt6wl5pkTHBsMcnnFk2kvAhocH5HGSEz4CalonD3u7kucpvQmFlyzLbgoI83aF5FmOeDUWMHs%2B5yeTvlc%2BhfyA74hOBAAycAvLi1m82ZoT3rhCkhexh21qqsEkOgKakghXgR8CPO8u7JkhWAh0ZF8sVzDslpv6yxTa8mqhEKfYHonltMnMUsg%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=AVxigLL70FL0oSL%2BkYePiE9mt0wmwrsFOFhcrlSFrjwn5ZUmlBpCZLkfPQ%2BIFIk0NXIbxr4Vu5cS3n4dMHfX4Mdj7%2BFkRQfhn3HkeAGIABRrcXJ6eogPjmsIIq0I%2Bt%2FaTxrA%2FO1nnvjLnFe9z5xfFrOHpY%2FZz3RHzJBwm6ozEXXV&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=AVxigLLvdkCg%2B5wmtGpSPgdyDNQBl9BniJS1cBFTeCmsOiPjjlrHJEtf2RsiTFmOMsYjgvcrtplCLhDfMg%2FlSVs9c4P8rHQKmJYg9C7S6me49lMxWYLCqXz0ZRnr26TP4FedkRVDpXVR6oBjdhhJPTA7PU8Caxhxcyte8oH4MqcO0lvJMPJ548FBbvbJNw%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=AVxigLKnGBlR4M7ho6e9rGgutSuty56b5mtPpiHf1uIEt1QyyDO0usu88yuRj68E82L02CUmpcu5HvJ8V8XYrN6JSBufBm2cwrBD4aVrA0fAHk8B%2FIQ%2BDqfLrP2hlLM6Cze4IhDtpRlN09m6t2uvUcnadGMeuPrb%2BrEILiWZVxjn3zsuOIhqaKSyLdsnk6agHZyP2iiP7QH%2BgQ%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=AVxigLLBz2mIhs2w0L5o1y19srKdS%2BxSOzAREkqFeNQSHumycIJeDotvs1ruzCQgOHspEyYvetN50NLQ8zqJjbpD0J7YEQ80oPewF3LFzE900O9UHGMDjTYWkWkpmyqf%2Bfel5fMO9Pfq27wgCabsnCnIllLYs4ixnCKO6gsjqUIvezF6OMP5aV2UMnfkAw%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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLKF1yDXINeENg3z9DS%2FYFLIuseNk9A0MViO63Ib5bzgdTZvoEZCIt7M1Y4TjowuUomxiUFgOmKdZDZDha1UdRSy9EWLQZbg2lx0JqXF9FqSqrRmBMwg3iDVK3Pdfz5tELJo0eBBBAsraDTwvv3r2mBWJdK7302PD4gDz9IYg8SMvg%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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIp28qjBWhE%2BdjxENgae0077pL85aclW%2FblNnUCpC6ODQQVoOvmT8Q8RVKj%2B%2FFlIWUrFhY0vJaa52ct6utSMCKs0r0rxZOODMHwqMDICQ%2BiOXYFCVE87U44Bny%2FByCCrQksV%2BdXCZm%2BmtCDbZLOlCaXBfcERgrZJUp956JMDp3lfCj%2FzV5hyD2d%2FYkr4QguvA%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=AVxigLKmBKG6ctLH4w7sG5EsqlJKNbz5oc7VgbbKPU%2Fjcv7%2Bs0Thwng2wUrHHmWL%2FzneZA%2BKY%2Fn2s64fGJUD5sDtlzUgtuu4hquY8glW6BWCB6fSCKQi9DPTO68DG2zE1ybD5m7j6g%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=AVxigLKmBKG6ctLH4w7sG5EsqlJKNbz5oc7VgbbKPU%2Fjcv7%2Bs0Thwng2wUrHHmWL%2FzneZA%2BKY%2Fn2s64fGJUD5sDtlzUgtuu4hquY8glW6BWCB6fSCKQi9DPTO68DG2zE1ybD5m7j6g%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=AVxigLLJDvwVkBNFCPpP33GjkV8MLAHF0%2B%2Fs%2BrMdqkHkdP9sPm8DgcHcv3K35JYAMOwLn5PzwzVPTUGSEodfKRud9GiRYnMzIGNdcT76%2FY2A%2BQCWgGJmD7iD9xmLgVLlE8eJN6q4izXq5%2FyomWCtKVXzQhF9lVYpfID%2BAJmNSJi094XWfk9jCVBIxIm8KHoPWhFqDN080S42%2F%2F%2FHbfiiZbMecQ%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=AVxigLJjJbLDDBMUt5vI7MIeoflOduzVSEgfu49wYPs9z1CayTAZNhZPUrjZvfyN7SSkZ9OB2AqsHWCeCqe1XSmkJFv4u7JOcE9fLmQxorx3UBCaXW7%2BgYih4l3Rj1PnhOAaVz7a7aECl8rNhII3BuQDW9bl8tiJb4Dq4oH5DFS5YvJ7Gz7ilJeNF81Kux%2BIB4bt824Z3%2BlV8fuMJw%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=AVxigLLifeIHmhicRliRqtAjfulsdANItfA7I8m5b8Z6KEGN%2FOmzDgDUegkthDe2tkpjuGEB7JGr4WkIUUsoCdvH26ZAP%2Flm8IMbVGrXVwfO5b4%2FupZs%2Fq7h0mQIHQPZVDQBu%2F38STvE1uoQlT%2Ff1svRmiYi2eNpGsKVjddvL4TQQXvM0CcFbZgUa0cCo%2Bxx4OBotUYUi5Q6ZsSYaQ%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=AVxigLLXZwACy%2FVI8DcPuKX7qOmusGRdtgQNmNOqNJZi8oXgbnQIL%2BdWmbgCwKPy4THgIINFsKY7Q3cB6yuqaCdays7RmFiQOJYP8HWRbI7GDrVCz4YCdJGs9NM4Shy49sjVzxHzlg1sO3s9BgQZ8efRSdAUnL9F9Z897RRLna4oKIIjSTlBPN1QwjJTnidW7kq94RkjiRX1dxtHPbpx%2Bc5CmHU%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=AVxigLKBfrnRUjIfRaNEKqMgvNiWvIe%2BZMmASGc2R3k5DwEyrQEzgFQboCf%2FfPZEzUgA7fp2EuDdcau4j6vBSeOGEpsVJmJxB6bkJohXmw7jSLJLcDkxTt%2F6wA4LqjeD9UDFy3Xf%2F2bNDQ8ipKITDBjmaGSWkkNYFM3yHO4ErynJwF61bT4lG%2BsiBpEm8Tq8%2FpwciKLcdD2AUw2YrUOmqgM%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=AVxigLKigKdYRQMVHbouCzRn%2BFXWErBbsM2DV0cbFpwb1bQbGIikZybiyKn9JYrVcSfc3XYhDeFYRG8CIJFU1jllhm83GGwmqmqebOE%2BERVjAqnwXq1pZtxJ7pXU6nyqucTcVQTRToXib9DAyo1%2Bn0J8EHluP8NzYRU%2F9gkZOuR29ywbzcuSnhRA33jgX2DukogcwWQs6bD%2B0mHiQF3wG62wVRyrVw%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=AVxigLLvskV01GUDICXDunq67WRC%2BjlyixLkd7vOb9gj9iLLTQQVpG9%2Fq2gQ61rXpUIETcpANLlSzK9A6IEYuizIRhYJyIjM0HX2v19yAl30mdVhFOs%2BQmbYMnBVa4SnHZk1oMPRiKW%2FfAg5PO11u8TY0PVupYlXi6wkjiG%2FnSlvf%2FnM8u%2B6Ke08E%2BVlVhPOO%2FFGwd%2FkMrE0Cn0Nxnhg7fiUJTkwR80%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=AVxigLJWTGkkgs54iUea%2Fox3pIib1L8snzFbtYppCtip0BIltyw61nT8kpKdrTCA%2BFYhyjahAVVe0AphviGQYqxVsnMOar65f6AScCsVJ0m6UANkrgElzvScPdjN91uV6IMnaHxLjzp6hTLjn9WiQ2VoC67ZIGQ89UMcRWdKkTn4hKJFAvUQyHQphlvyHuRPxS6EqBrM8rQLuN2cVQIPoUTOFNE%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=AVxigLJE5XGp5r53PFlmZeoZ24eIr6DucXXqOWoqULJ8N4mMFY9BeCdkNuUWtBdAdySL7YEV24hZC9At%2FfgeA3yEjBB%2F1kmkg%2F%2FMSrNC2oGm%2FgzIfKGNujU0Q59EKRi4Al67nh6O1We2DdIvY7wfjQAkKsZeU%2F7AAjlZeyFp4yaxUWz33ow4qK%2B8nzOxXOVMev0ova2ccKr8vNFMnhOfYFOESw%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=AVxigLLmdMMpvF5WJI4zHiBvFcZCXlJFyjj7MAWs%2BXaYCxzb9w0n%2FafRxspqCaiYaC5iweX%2BBQTzcDHJPkXqfmmJqcOfmiSMFo2HsA10MjDyv7m7BBybrMVYx2WooxdK3Lfx63emjGcDc73e82z%2BgZT77E%2F9c%2FIHOg7X%2FNMrWEr0ugxmPJ%2FJjbPQ9BIySqQjB6dvHuXDDHBLdldlaqWLQ0HLql9%2F7k2MzRsa12Rcl9%2FJdZDdhw%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=AVxigLLq4b%2FujwYo4n1%2BoMu55287l4jNn1hZJR9Cle22xXeHdgCQyGG6GzM8DNFx7w5KIqReI0CGkfMhCT6sOi%2FI88jlbUGLApbu%2FKFcxHua8jnLCFECm38t6jtwx7%2BdnssJLTosIhnAMFUsKA4vxO4CEEjbCF2sDbNO3X8PiV%2Biq76fpOhxwFZW%2FJDjU8FF%2B624qFCvtqPjnc3U1fqk0t2v41As&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=AVxigLKBojRwECSCkki6QxDc6tSSp6rPrCDEQSAL2GxSrg31zGFfSVoAMrq8uqlWAn4khG3MTpMByX3QKqYBl45eO7JJVl5xA1XRgGQUlXqOR3xNYtxMWfs1Y%2FG8A3D%2BEgEgwivUIQ64mng6Dc%2ByRlrf8qSCPEk%2BynQZxSxWwSbKLfp2N4S%2B81H4cgfXmo2jm1nSPxvYhre8io99v6Di1mO0uH%2BTxA%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=AVxigLIYLiw6bcXtk3I2Du0W90IBP4aQ9OY%2F4XcdoatVaD2MELqEQVHh9zSY%2FnDA%2BOz28vqrfOi95Gkw%2FcTqlpU5%2F%2FKlayikwXQNNmToguJNZkY5YIbDorfiHKVYzQzCBHEDWAiiDo%2FPKN1PoM6twkOA2%2FSRESPaFr8qlHWrlCR6PIj%2B6t9GxLMUH1PapnRapQQm49qoh7ib6QTtY3qQPE1fwI7P2e28lpw%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=AVxigLLwGesCE6bwzUSQIF0EAuAhOxjZ0nuaCD0MhUcpwhDEji%2F%2BZixS0zzJX8O0oZZtyu1gsQTVc07a1NrjzRNk8POTv%2BihIYE1FdKS011mmdxAdsM9I1PH4WPK9fXjDe161%2FXhYffGcOC65pc8FndP4q92UX1kYVd6atmteWzgcOzuZOYRbV%2BgZTsJo8zAMRcLF8lia1B%2BQeAPiyyZ37HjkO0%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=AVxigLJRFOWIGAg%2BxxxCxG0Mz6hedcXEGmC4gVQxCTmNRCAijD2mLh0rHrT55LiSjvoNEVEKxJe%2BGrjZ0mIv0hb%2BKRBYQQfNcUun6iYY%2BUosl8q1O3vdlptTPNIkE9U%2B%2F4p7VOx3UoJiNZ4d0ZTUorpnPFfgvTbwzLMnethENqQ%2FsXEa0eO6UNV5GFxa%2BQzkYC4jyXzVTSoPf16asG0%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=AVxigLJm%2BBcVJsiMG8KGlashbXfWSzHIYhree96ov1QUVHqnsQ9AY2oCwOwaxrSKHto%2BE9sncGHW7goQKfd0Depfkd47BOh4ZRlVY6sk6Dyu0qUA%2FLQUrT2Wv66I6krzuj4cIQm3ZjL0wN211nj6Iif60EnUUBH0%2FsBVwWtRr8BE6%2F32LqsUhO5bFH9I49yxwKmxTh%2FyhQ%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=AVxigLLeqBzuYdrXgrENq%2FKOGr16L9VXrBTLpC53Btlw65Y%2BaV4Wgdi4btYdVjWycC1ZANvrhgd0%2FA5HfBU2Z6f7y%2Fn9tIuFWQLJnG5GaGyoCKxElS01iiRiypLgdpP%2F7EeYFS%2FgkkJOcj6sjezb5Sva5qkV5DPtVdJDqZwmdiDoZNquPLOfBHkbebXilMoMBztpZAnT&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=AVxigLJvxjf9JF%2BP7iidTp5Mp%2BJP5vyvqosTVYsDVYaNMin1Ed%2BAOYhUj6qFzaD%2BBcSyCqj3ety3QAnlTAcQssXZIee9FFG6RL5cPbvi0L4Fe6TRcZTmAb%2B4cdVLtSq5aPOrQtUXMELZIbYehh993E7GIINUZQA5QWpU%2BavOMhe3Yo41fq9lHP4iyKhoDY6DzpuijwWp4HvdWwzYfg%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=AVxigLLcBrPJGPqSbjnJfecSvJ0nVTCPTaQ%2FOSltdzCmt613Eezd%2Fo1TwVEWhme2LN3vFnMYQgV2caMK2tP%2BcelcBhUs3rAhDT6v3bFSx%2FbF7EnWbcG8UXnEQSz5KloQIbTPymtfjIjct02B4z%2FbACblAoXrrytgO%2BURVD%2BztqKa9YOGDJ0ZXpPAKx%2FuLf%2Fo%2BM1bFnv8ucmmUfadgaYsFaTitRo%2BkQKCDaI%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=AVxigLLXm95wS%2BQxUNNeSrQXXCwDg9wr%2FbYarL3Omkknka%2BwR1U85KX8IQhsyrejYdcd%2BsmvlpQVGfQDnSaE9HhOgXtEWPLNFR2sPIwdjC1PNTdg7HCJaFxl5HuQCUBK5ND2PlI7DvSYR63WlCiQL1DzWL6BxHb8qrjWyb52oW9oDXWHjWZIL5dSZZrah8KF8PVq8wXSjvlWqEjkVWrns4W4z%2FrAkQOKgIK023c%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=AVxigLLdRF8yk1sRST38w8qooCSsgRhPikmgn9KUwREYiMxD10RaR6ffMmSYjdVfwTxcpSqcZ7cBH7dRi0FyaTAqBTRQ10k2Jte%2B0LyUPJKE23k8O8gazT2Ik99Cn%2BX49xAteWvDp9He%2FVU2LmzJzYNz0TvvInYTHgo5R2SRhTp8dF6BcGWLioZN2fAe3rCYwt7c9k4jZmzO6fTS4gRR6%2B1ScDMv2nxHHRM%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=AVxigLJvxjf9JF%2BP7iidTp5Mp%2BJP5vyvqosTVYsDVYaNMin1Ed%2BAOYhUj6qFzaD%2BBcSyCqj3ety3QAnlTAcQssXZIee9FFG6RL5cPbvi0L4Fe6TRcZTmAb%2B4cdVLtSq5aPOrQtUXMELZIbYehh993E7GIINUZQA5QWpU%2BavOMhe3Yo41fq9lHP4iyKhoDY6DzpuijwWp4HvdWwzYfg%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=AVxigLI54apry2%2B%2BXTi8eBeYB74Ee02lV3%2Bko2YGNjFXgFdkumk9iFLkZNQg6diHF4%2B5k16l035DxdYK9EW8K4OarHIwfBdkbmnpHqTRzuzYg4%2FGozNCQmQLA8hT7VtNkJ5tdh7yH4nJrRN9awnLGQ0T%2BVE3M4jqZdk08OgG%2FoxBzbYxJ76tEMRD7xGi%2FGMsuuWwr5lUzUqdUEMpjPoW9%2BE%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=AVxigLL%2F2BP5yikWUp7jDmT9pffc62jFRIJzElKnVqXaxtXT2vbZEiD1gzi2pujkmP9iTMzRAdK8chDpfiNEm9X5%2F3Gbh73GAP69z7p1olC5PUyjovw6fAXz%2BBDbCBXWYDP%2BLs7%2B1ck%2BQw8dQgHuQQ4bRRauwMN5NHqgO3dW304sq04%2FXQ%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=AVxigLJpfEQoOSt6wl5pkTHBsMcnnFk2kvAhocH5HGSEz4CalonD3u7kucpvQmFlyzLbgoI83aF5FmOeDUWMHs%2B5yeTvlc%2BhfyA74hOBAAycAvLi1m82ZoT3rhCkhexh21qqsEkOgKakghXgR8CPO8u7JkhWAh0ZF8sVzDslpv6yxTa8mqhEKfYHonltMnMUsg%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=AVxigLL70FL0oSL%2BkYePiE9mt0wmwrsFOFhcrlSFrjwn5ZUmlBpCZLkfPQ%2BIFIk0NXIbxr4Vu5cS3n4dMHfX4Mdj7%2BFkRQfhn3HkeAGIABRrcXJ6eogPjmsIIq0I%2Bt%2FaTxrA%2FO1nnvjLnFe9z5xfFrOHpY%2FZz3RHzJBwm6ozEXXV&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=AVxigLLvdkCg%2B5wmtGpSPgdyDNQBl9BniJS1cBFTeCmsOiPjjlrHJEtf2RsiTFmOMsYjgvcrtplCLhDfMg%2FlSVs9c4P8rHQKmJYg9C7S6me49lMxWYLCqXz0ZRnr26TP4FedkRVDpXVR6oBjdhhJPTA7PU8Caxhxcyte8oH4MqcO0lvJMPJ548FBbvbJNw%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=AVxigLKnGBlR4M7ho6e9rGgutSuty56b5mtPpiHf1uIEt1QyyDO0usu88yuRj68E82L02CUmpcu5HvJ8V8XYrN6JSBufBm2cwrBD4aVrA0fAHk8B%2FIQ%2BDqfLrP2hlLM6Cze4IhDtpRlN09m6t2uvUcnadGMeuPrb%2BrEILiWZVxjn3zsuOIhqaKSyLdsnk6agHZyP2iiP7QH%2BgQ%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=AVxigLLBz2mIhs2w0L5o1y19srKdS%2BxSOzAREkqFeNQSHumycIJeDotvs1ruzCQgOHspEyYvetN50NLQ8zqJjbpD0J7YEQ80oPewF3LFzE900O9UHGMDjTYWkWkpmyqf%2Bfel5fMO9Pfq27wgCabsnCnIllLYs4ixnCKO6gsjqUIvezF6OMP5aV2UMnfkAw%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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLKF1yDXINeENg3z9DS%2FYFLIuseNk9A0MViO63Ib5bzgdTZvoEZCIt7M1Y4TjowuUomxiUFgOmKdZDZDha1UdRSy9EWLQZbg2lx0JqXF9FqSqrRmBMwg3iDVK3Pdfz5tELJo0eBBBAsraDTwvv3r2mBWJdK7302PD4gDz9IYg8SMvg%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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIbVmZgFOQsaWav6sBDNNESvHIRpUx7lXujE3kpWIQGK6ulBpYPqqcF%2B%2B8g9CRcmFcMsRzaWZaMuVlZ7yTrejpIIXc%2FqNqHfOCDIHNekpXPegCe%2F5LV0%2BkX9dgqz1ZC6kUEibTVcWqHPF4KnbsRVP3rAz%2BEUsZFYNZZSzKU%2FTc7&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=AVxigLIp28qjBWhE%2BdjxENgae0077pL85aclW%2FblNnUCpC6ODQQVoOvmT8Q8RVKj%2B%2FFlIWUrFhY0vJaa52ct6utSMCKs0r0rxZOODMHwqMDICQ%2BiOXYFCVE87U44Bny%2FByCCrQksV%2BdXCZm%2BmtCDbZLOlCaXBfcERgrZJUp956JMDp3lfCj%2FzV5hyD2d%2FYkr4QguvA%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)

<https://www.rayven.io/platform/data-integration-ingestion>[Platform](https://www.rayven.io/platform) > Integration Layer

# Every insight starts with connected data.

The Rayven Integration Layer connects every data source in your operation - cloud platforms, OT systems, IoT devices, APIs, files + more - into a single, governed + unified data pipeline.

7 integration types[1,228+ fast-track connectors](https://www.rayven.io/solutions/data-integration-platform)Real-time + batchAny data format

[![Free Assessment →](https://no-cache.hubspot.com/cta/default/8302174/interactive-190652051878.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIQkiG9ar6F%2BFdGrTzuBNHJ1VYUNGN7A4yI1pkLoQT4o2KquZy9jNgNyda0A8YkqRuBxwQ%2FgLU4x8RcAViTIeX6DXuU%2BG0ejb1ue8hkRT3WDzV1XMgCmV0csPw00cQRRgSOtz%2B%2BfimoBn5UK%2F9YGYBL%2BghTy6M%2FDoIjooL22F%2ByzZ4%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=AVxigLJ2zA7WjDA0S%2BbspOesU1kXdTf37ZtdKup5c7jaS42ZopTQMttEbNDVxWNDQW2iaLOpS2Kj5FSkV1SDI21h9eRi4i0VttehVes3J%2FX2zNVd8GGrfE4sU%2FYqketZ4tipBPC5M%2BVTNqeWco2taqkob4qtvW6iATFvBJhjVmZUYtee&webInteractiveContentId=197574386499&portalId=8302174)

 

LAYER 01INTEGRATION LAYER

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

INTEGRATION LAYER - LAYER 01 / 05

## The connective tissue of your intelligence stack.

Before AI can analyse, before dashboards can visualise + before automation can act data must arrive.

The Integration Layer in the [Rayven Platform](https://www.rayven.io/platform) is where raw information from across your operation becomes structured, accessible input for connected systems and internal platform tools/capabilities.

It doesn't matter whether your data lives in a legacy SCADA system, a modern cloud API, an IoT sensor, or a manually entered form. Rayven's Integration Layer handles all of it - with the governance, reliability + speed you need.

![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")

#### Any source, any format

Connect OT, IT, cloud, files, streams + manual inputs without custom DEV work - from day one.

#### Designed for all scales

Handle high-frequency sensor data, batch ETL + event-driven architectures simultaneously, from a single platform.

#### Governed from day one

Every connection is tracked, logged + governed; giving your team full data lineage and compliance visibility.

## Every source. One connection point.

CONNECT ANYTHING POWER EVERYTHING

1,228+ fast-track  IT/OT Connectors

 IoT + Protocol Devices

 ERP + Legacy Systems

 Files + Streaming Data

 APIs + Webhooks

![Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20R%20Transparent%20White%20150.png)

 Unified Data Store

 AI + ML Models

 Workflow Automation

 Live Dashboards

 Governance + Audit

IT/OT Connectors

Unified Data Store

IoT + Protocol Devices

AI + ML Models

ERP + Legacy Systems

Workflow Automation

Files + Streaming Data

Live Dashboards

APIs + Webhooks

Governance + Audit

INTEGRATION LAYER CAPABILITIES

## Explore all 8 Integration Layer capabilities.

#### [  File Uploads Ingest CSV, Excel, JSON, XML + Parquet files with automated parsing, column mapping, and validation built-in. Learn more →](https://www.rayven.io/platform/integration/file-uploads)

#### [  AI Connectors Connect to leading AI APIs and models to enrich, classify + score your data as it flows through the platform. Learn more →](https://www.rayven.io/platform/integration/ai-connectors)

#### [  IT / OT Connectors 1,228+ fast-track connectors spanning enterprise IT systems (ERP, CRM, CMMS) and OT systems (SCADA, historians, PLCs). Learn more →](https://www.rayven.io/platform/integration/prebuilt-connectors)

#### [  Custom Integrations Build bespoke connectors for proprietary, legacy, or non-standard systems - no fast-track connector required. Learn more →](https://www.rayven.io/platform/integration/custom-integrations)

#### [  API Endpoints Expose and consume REST APIs with built-in authentication, rate limiting + full schema management. Learn more →](https://www.rayven.io/platform/integration/api-endpoints)

#### [  IoT Devices + Protocols Native support for MQTT, OPC-UA, Modbus, BACnet + hundreds of device protocols - no middleware required. Learn more →](https://www.rayven.io/platform/integration/iot-devices-protocols)

#### [  Forms + Manual Input Capture structured data via configurable digital forms on any device, including offline-capable field forms. Learn more →](https://www.rayven.io/platform/integration/forms-manual-input)

#### [  Streaming Data Process high-velocity data streams in real-time from sensors, event brokers + operational systems at-scale. Learn more →](https://www.rayven.io/platform/integration/streaming-data-connectors)

 ```

PROBLEMS THE INTEGRATION LAYER SOLVES

## Integration challenges we solve every day.

We breakdown the same frustrating barriers that come up time and again, including:

 

 

#### Legacy ERPs with no usable API

SAP, Oracle, Sage, and Dynamics hold your most valuable data - but getting it out cleanly requires specialist consultants and custom middleware. Rayven's fast-track connectors and file parsing pipeline change the equation.

 

#### OT data trapped behind the IT/OT divide

SCADA platforms, OSIsoft PI historians, and PLCs sit behind OT network boundaries, invisible to business systems. Rayven bridges the IT/OT gap without network redesign or expensive bespoke integration layers.

 

#### Many sites, many different data formats

Whether you manage multiple sites, multiple clients, or multiple business units, every environment sends data differently: different file formats, field names, and schedules. Rayven normalises it all at ingestion.

 MQTTModbusOPC-UA?

#### Devices speaking protocols nothing else understands

MQTT from one vendor, Modbus from another, OPC-UA from a third. Without a universal layer you build one-off pipelines for every device type. Rayven supports hundreds of industrial and IoT protocols natively.

 

#### Critical data locked in spreadsheets

Field teams, operators, and managers capture critical data in spreadsheets and forms that never reach core systems. Rayven captures it at source - structured and query-able, on any device, even offline.

 

#### Client environments that were never designed to connect

For MSPs and technology partners managing diverse client environments: no two stacks are the same, but Rayven's 1,228+ connectors and custom connector builder mean one platform connects them all.

FAQs

## Rayven Integration Layer FAQs.

The questions CTOs, IT leaders + transformation directors ask most often about our integration layer.

### What is the Rayven Integration Layer?

The Integration Layer is the foundation of the [Rayven Platform](https://www.rayven.io/platform) - the set of tools and connectors that bring data from any source into the platform. It supports file uploads, fast-track IT/OT connectors, REST APIs, IoT protocols, [digital forms](https://www.rayven.io/platform/presentation/form-builder), [AI connectors](https://www.rayven.io/platform/integration/ai-connectors), and streaming data pipelines. Together, these capabilities give organisations a single, governed path to data unification regardless of where their data originates.

### What types of data sources can the Integration Layer connect to?

The Integration Layer handles virtually any data source an industrial or enterprise organisation might have: cloud applications (ERP, CRM, SaaS tools), operational technology (SCADA, PLCs, DCS systems, historians), IoT and IIoT devices (MQTT, OPC-UA, Modbus), streaming data pipelines, REST and GraphQL APIs, file-based data (CSV, Excel, JSON, XML), and manually entered data via configurable [digital forms](https://www.rayven.io/platform/presentation/form-builder).

### Does Rayven require custom development to set up integrations?

No. Rayven ships with [1,228+ fast-track connectors](https://www.rayven.io/platform/integration) for common enterprise and industrial systems. For systems not yet covered, the API endpoint tool and [custom connector builder](https://www.rayven.io/platform/integration/custom-integrations) allow technical teams to build reusable integrations without deep software engineering. Most connections can be configured by operations or IT teams - not just developers.

### Can the Integration Layer handle both real-time and batch data?

Yes. The Integration Layer supports real-time streaming (via MQTT, websockets, OPC-UA, and other event-driven protocols) and batch ingestion (scheduled file imports, ETL jobs, API polling) simultaneously. You can mix both modes across different sources, with all data flowing into the same unified [downstream Data Layer](https://www.rayven.io/platform/data).

### How does Rayven connect to OT and legacy industrial systems?

Rayven includes fast-track connectors for SCADA platforms, historians (including OSIsoft PI and Aspen), PLCs, and a wide range of industrial communication protocols. For truly legacy or proprietary systems, [edge adapters](https://www.rayven.io/platform/integration/edge) and [custom connectors](https://www.rayven.io/platform/integration/custom-integrations) extend coverage without requiring infrastructure replacement. All OT connections are managed centrally with health monitoring and full [governance controls](https://www.rayven.io/platform/security).

### What IoT protocols does the Integration Layer support?

Rayven's IoT integration natively supports MQTT, OPC-UA, Modbus TCP/RTU, BACnet, AMQP, HTTP/HTTPS webhooks, and custom protocol adapters. Devices can connect to Rayven directly or via an [edge gateway](https://www.rayven.io/platform/integration/edge), depending on the network architecture and latency requirements of your environment.

### How does the Integration Layer relate to the rest of the Rayven Platform?

The Integration Layer is Layer 1 of the 5-layer [Rayven Platform](https://www.rayven.io/platform) stack. Data ingested here flows into the [Data Layer](https://www.rayven.io/platform/data) for storage, transformation, and unification - which then feeds the [Execution Layer](https://www.rayven.io/platform/execution) (automated workflows and alerts), the [Presentation Layer](https://www.rayven.io/platform/presentation) (dashboards and reports), and the [Security and Governance Layer](https://www.rayven.io/platform/security). Every Rayven capability depends on data that started in the Integration Layer.

### Is the Integration Layer suitable for legacy and mixed-age environments?

Yes. Many of Rayven's customers operate environments with legacy OT infrastructure, proprietary industrial protocols, and ageing IT systems alongside modern cloud platforms. The Integration Layer is specifically designed to bridge old and new without requiring system replacement - connecting your full operational data estate into a single governed pipeline.

### What file formats does Rayven support for file-based data ingestion?

Rayven supports CSV, Excel (XLS/XLSX), JSON, XML, Parquet, and standard delimited text files. Automated parsing, column mapping, and data type inference reduce the onboarding effort for file-based datasets. Scheduled imports can pull from FTP, SFTP, SharePoint, Amazon S3, Google Cloud Storage, and other storage locations.

### How is data governance handled at the integration level?

Every connection in the Integration Layer maintains a full audit log - what data was received, when, from which source, and whether it passed validation. Schema enforcement, data quality checks, and transformation rules can be applied at the point of ingestion, ensuring only clean, validated data flows downstream. Governance status is visible from the central [Rayven admin dashboard](https://www.rayven.io/platform/security/governance-controls).

## If you've been told it 'can't be integrated', talk to us.

From decades-old PLCs to the latest AI APIs, we've connected data estates that everyone else said were impossible:  
whatever's sitting outside your stack, we'll get it in.

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#body> 

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

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/#organization",
  "@type" : "Organization",
  "logo" : "https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426-1.png",
  "name" : "Rayven",
  "sameAs" : [ "https://www.linkedin.com/company/RayvenIoT", "https://x.com/RayvenIOT", "https://www.facebook.com/RayvenIoT/" ],
  "url" : "https://www.rayven.io"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/#website",
  "@type" : "WebSite",
  "dateModified" : "2026-05-22",
  "datePublished" : "2026-05-18",
  "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#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
  } ]
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/integration#service",
  "@type" : "Service",
  "alternateName" : [ "Integration Layer", "Rayven Integration" ],
  "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" : "Enterprise Integration Platform",
  "description" : "The Integration Layer of the Rayven Platform - one connective tissue that links every system, sensor, file, API and stream into a unified operational data pipeline. Layer 01 of five integrated platform layers.",
  "hasOfferCatalog" : {
    "@type" : "OfferCatalog",
    "itemListElement" : [ {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "1,228+ fast-track connectors for SaaS, databases, ERPs, CRMs, cloud platforms and industrial systems.",
        "name" : "Fast-Track Connectors",
        "url" : "https://www.rayven.io/platform/integration/pre-built-connectors"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "Build any integration that isn't pre-built using Rayven's custom connector framework.",
        "name" : "Custom Integrations",
        "url" : "https://www.rayven.io/platform/integration/custom-integrations"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "High-volume real-time data ingest from event streams, Kafka, MQTT, message buses and webhooks.",
        "name" : "Streaming Data",
        "url" : "https://www.rayven.io/platform/integration/streaming-data"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "Native IoT connectivity supporting MQTT, Modbus, OPC-UA and device-level protocols.",
        "name" : "IoT + Edge Devices",
        "url" : "https://www.rayven.io/platform/integration/iot-devices-protocols"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "File-based data ingestion - CSV, Excel, PDF, JSON, XML - with parsing pipelines.",
        "name" : "Files + Documents",
        "url" : "https://www.rayven.io/platform/integration/file-uploads"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "Web forms for structured manual data entry feeding into the platform.",
        "name" : "Forms + Manual Input",
        "url" : "https://www.rayven.io/platform/integration/forms-manual-input"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "REST and webhook endpoints for bi-directional integration with external systems.",
        "name" : "API + Webhook Endpoints",
        "url" : "https://www.rayven.io/platform/integration/api-endpoints"
      }
    }, {
      "@type" : "Offer",
      "itemOffered" : {
        "@type" : "Service",
        "description" : "Connectors for OpenAI, Anthropic Claude, Google Gemini, Azure AI and custom AI services.",
        "name" : "AI Service Connectors",
        "url" : "https://www.rayven.io/platform/integration/ai-connectors"
      }
    } ],
    "name" : "Integration Layer capabilities"
  },
  "name" : "Rayven Integration Layer",
  "offers" : {
    "@type" : "Offer",
    "availability" : "https://schema.org/InStock",
    "url" : "https://www.rayven.io/book-demo"
  },
  "provider" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "serviceType" : "Data Integration and iPaaS",
  "url" : "https://www.rayven.io/platform/integration"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/integration#webpage",
  "@type" : "WebPage",
  "about" : {
    "@id" : "https://www.rayven.io/platform/integration#service"
  },
  "breadcrumb" : {
    "@id" : "https://www.rayven.io/platform/integration#breadcrumb"
  },
  "dateModified" : "2026-05-22",
  "datePublished" : "2026-05-18",
  "description" : "The Rayven Integration Layer connects every data source - OT systems, IoT devices, APIs, files, cloud platforms and more - into a unified operational data pipeline.",
  "inLanguage" : "en",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/#website"
  },
  "name" : "Integration Layer | Rayven Platform | Connect Any Data Source",
  "primaryImageOfPage" : "https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Platform%202026/Rayven-Integration-Layer%20WebP.webp",
  "speakable" : {
    "@type" : "SpeakableSpecification",
    "cssSelector" : [ "h1", "h2" ]
  },
  "url" : "https://www.rayven.io/platform/integration"
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "FAQPage",
  "mainEntity" : [ {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "The Integration Layer is the foundation of the Rayven Platform - the set of tools and connectors that bring data from any source into the platform. It supports file uploads, fast-track IT/OT connectors, REST APIs, IoT protocols, digital forms, AI connectors, and streaming data pipelines. Together, these capabilities give organisations a single, governed path to data unification regardless of where their data originates."
    },
    "name" : "What is the Rayven Integration Layer?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "The Integration Layer handles virtually any data source an industrial or enterprise organisation might have: cloud applications (ERP, CRM, SaaS tools), operational technology (SCADA, PLCs, DCS systems, historians), IoT and IIoT devices (MQTT, OPC-UA, Modbus), streaming data pipelines, REST and GraphQL APIs, file-based data (CSV, Excel, JSON, XML), and manually entered data via configurable digital forms."
    },
    "name" : "What types of data sources can the Integration Layer connect to?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "No. Rayven ships with 1,228+ fast-track connectors for common enterprise and industrial systems. For systems not yet covered, the API endpoint tool and custom connector builder allow technical teams to build reusable integrations without deep software engineering. Most connections can be configured by operations or IT teams - not just developers."
    },
    "name" : "Does Rayven require custom development to set up integrations?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. The Integration Layer supports real-time streaming (via MQTT, websockets, OPC-UA, and other event-driven protocols) and batch ingestion (scheduled file imports, ETL jobs, API polling) simultaneously. You can mix both modes across different sources, with all data flowing into the same unified downstream environment."
    },
    "name" : "Can the Integration Layer handle both real-time and batch data?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven includes fast-track connectors for SCADA platforms, historians (including OSIsoft PI and Aspen), PLCs, and a wide range of industrial communication protocols. For truly legacy or proprietary systems, edge adapters and custom connectors extend coverage without requiring infrastructure replacement. All OT connections are managed centrally with health monitoring and full governance controls."
    },
    "name" : "How does Rayven connect to OT and legacy industrial systems?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven's IoT integration natively supports MQTT, OPC-UA, Modbus TCP/RTU, BACnet, AMQP, HTTP/HTTPS webhooks, and custom protocol adapters. Devices can connect to Rayven directly or via an edge gateway, depending on the network architecture and latency requirements of your environment."
    },
    "name" : "What IoT protocols does the Integration Layer support?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "The Integration Layer is Layer 1 of the 5-layer Rayven Platform stack. Data ingested here flows into the Data Layer (Layer 2) for storage, transformation, and unification - which then feeds the Execution Layer (automated workflows and alerts), the Presentation Layer (dashboards and reports), and the Security and Governance Layer. Every Rayven capability depends on data that started in the Integration Layer."
    },
    "name" : "How does the Integration Layer relate to the rest of the Rayven Platform?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Many of Rayven's customers operate environments with legacy OT infrastructure, proprietary industrial protocols, and ageing IT systems alongside modern cloud platforms. The Integration Layer is specifically designed to bridge old and new without requiring system replacement - connecting your full operational data estate into a single governed pipeline."
    },
    "name" : "Is the Integration Layer suitable for legacy and mixed-age environments?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven supports CSV, Excel (XLS/XLSX), JSON, XML, Parquet, and standard delimited text files. Automated parsing, column mapping, and data type inference reduce the onboarding effort for file-based datasets. Scheduled imports can pull from FTP, SFTP, SharePoint, Amazon S3, Google Cloud Storage, and other storage locations."
    },
    "name" : "What file formats does Rayven support for file-based data ingestion?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Every connection in the Integration Layer maintains a full audit log - what data was received, when, from which source, and whether it passed validation. Schema enforcement, data quality checks, and transformation rules can be applied at the point of ingestion, ensuring only clean, validated data flows downstream. Governance status is visible from the central Rayven admin dashboard."
    },
    "name" : "How is data governance handled at the integration level?"
  } ]
}
```