---
title: Custom Integrations | Integration Layer | Rayven Platform
description: Rayven's custom integration layer connects any system via HTTP, API, SQL, FTP, AWS Kinesis, AMQP + more - bidirectional, real-time, as nodes in your workflow.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/Workflow-Builder-move.gif
---

[![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=AVxigLJEdALsPikbekl4drPmTeoeDx8UND%2F4za6j8Yk11VZ3ymS6Fd9HxCPl%2FzLj1tQW%2FFCd7%2FrLpJm9xBnIc6NsB3%2FpuNz1AXcRVynZFtrMzW9EmYMLitzwq0qrUD%2F3eIJM3GbAGA%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=AVxigLJEdALsPikbekl4drPmTeoeDx8UND%2F4za6j8Yk11VZ3ymS6Fd9HxCPl%2FzLj1tQW%2FFCd7%2FrLpJm9xBnIc6NsB3%2FpuNz1AXcRVynZFtrMzW9EmYMLitzwq0qrUD%2F3eIJM3GbAGA%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=AVxigLJjSQwiKIh3H%2F%2BdWzxwyvr26UBkbl%2FTYDTPBRd9AvyUbsWoTlmGXpkARdM7LECpjJOwe2Y4PWkH0hCEIYGUzFRfgJTCGTHcqSdE00psx6fJLJ7ubzzj2niRs%2BXJOg58fnDE509vvg0uLBUpsS%2FKgNRg%2Fmds9g9V8bFv4b8lA4qKMGQLx42sMQitLjXLJyBHKMpeQKCZxYFtDFtX0wWUDA%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=AVxigLLck26FmaJ9tOZGbaqldhbk%2BNDabXz6E2QLQe%2B%2FCBvEC6aV%2FLoMxpXFpB4v5fP7M5EtSv7xBDiIxbJMtiFMv74zW%2BolTET1wA1d29QemMfyKPYA%2BAkjsE6s4Jsldfv5plM0Ja4XhAHC7cRuvnd8TVeRPRENwtM%2BmP7fv3bZ9L7oeNdYGCHPGEUO1LgOw9o0mTWwAof1bHDJLg%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=AVxigLLzPY6787mtPK%2F1rkiosxj%2F4bSU0DLPth2gfZjTXOnezLU59sJp3OSO8S1JRXEg6p8CjnGrHZ7f0AFsUSk%2FbC8yTkXhgLDSsVDyqYbex49a52MpoVa18%2Bco8EsNfT2KQd%2F7cutdm4AxgAPyyxHO4iL4xOiIXzDAyo%2F4t71NNM%2FWD65xbTxbKTHmuQAYMdNuTkpUVDqnWtv1vA%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=AVxigLIUVL8b8VWHsy0Q%2Fj3e7sk1rgT%2BGqIS6T5rnA%2FYjd%2BnyIMBKNOLlKq171p8izA5%2BLx8QRHpBYfdliBaCZdfkDuzOcnSga0RQzgGZAr1zKDvbRaY98m6A0kHTUITR5uFOvTn5%2FgZLqoalx9jNY%2BavpNqb17IORJPPLmqHdpm0UluTkV6JvuhniQGLuOWw7AxGXFjCL%2B9OVkRtth%2Bn4%2Bfjr0%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=AVxigLJaEqj1P54%2FTG56PYLq04fsO7FoRtQe0Waijjw2Ht%2FkkzDz3Pv0MIzD7OZzD74KSt%2FU5Mcb35tUDIlbKH4x%2B0i6Y7y3u%2FG62d3dTmNoYJly3dneugxzAaKowpfd6YOv%2BD%2BWXDAhEQlui7IXpm9XBM%2BEE96bq8aElr1IIBKkjIT0%2BO1cmK%2BwaN3LMJ9XbKxlYfEesPDpX%2B9NdEg2gFU%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=AVxigLJcyni1N1A9kwe%2Bg4DNZz5On6q%2BcmYNG352%2B9Va6SvOxyvfRIgoTF%2BU6nVFRthD5Gxghk9KVcX%2Fcyzari%2FARBN3po5z9ejZYbyLmQxhPJUxXS0%2F%2FrYNu5b1A5aYT%2BSW2lj9RXww2nYGlZ8eIOrg0NQkdYLYLwSXqNjACoeJ7%2Fj6cgjkVLOGGKorLVi5tv%2BQnXWi9Hp0Z7fTqzW8fQVBlAkdnA%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=AVxigLLH4kXXaHmTQxqn%2BCthnFWQVCJ7je3IcTIgE5J4N%2Ft%2FpmFiQJCD0xHLgFkkO7VHqQ9KKAuXDJNwRwWr6qj3vqgYcNi8rQICJ2ePX%2BevM675D8OJ6pgHibXBcufpqmvfJdxWY%2BCgNuIlSXyH6ORVxsdI2OhHIsN%2Fsk%2FoOFIH80Ed6Dyc%2FZn3WPztmM69bBp7T5qA6WbSi9LzsKb4N7Ib68LHZzk%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=AVxigLJsvksqSXH4iIMmn82b%2Febi52IWjo2OVdzKp4D99o1eLyRDhi2qdQNiy8jFX9CfMTOocp%2BsLJaAIPd5P4Cg3biUQczYNzpAezY8glZG0CqxDPLsa6DfX0rVVAhEiP%2F7L%2BhdcsGyGzDghbP0WG19UIWTvNzpRe02mQiXp1o5AoETArw0CaMui2Z2JAfPwOHCcC%2BKxqVagJy4KdAT4DL9i7M%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=AVxigLL3w5V648VT172EVNsARsCKMHPBx%2FLJYDxRCIZctsNgiJS1Y2M5sZnuW7Bi9rh4Efs78pqENUdCZBrr5bl0gmTezVCSWIztU2xHTlExLS8az5nmPms2ruCsTx4wxe1PfJ6l7NqnXcGGpwJQCg5GaMBY49FWpDqONqubjNJIhKUbCKP9XpXSch117nO1ETzH1mimANmD1M4P%2BNbkCq39jA%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=AVxigLJHZp%2BvVdGGdfFCST4PLsVyrzP4ILebisXU1KGgiNol7zwLK1uJNk9LuTNJkA4reaabH4iVlmL5Uf2Bv4Q%2Ftl9vtOh4lBShC2%2F70Yov%2BvT6c%2ByHIrBWdEngf4gDq%2FnXxwHgO1VcCb2JwZC4QQausvY4ogO9vDpRfke5rxdwM3h4CL%2Fj7G5%2Bi3Mgjx6XvBVk2mKUQOeDYyB3OPGyNIKIeVjhawSSuG6gDN8D4I7Rq7pLWg%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=AVxigLLawmoc8xmFurLEYXJj%2FGfLzPfnsYXnBxhXvYgilIBnlM%2BallYoaYMcyKi0x9Z18YeN91JxCF3%2FmIhN75N3nv%2FEhrwh%2FyWoY1WgSyiujMcgt7D7hn%2BPlAF3MC%2BtTsrRyCYSHk5tgaM0Z6ryGYBpOVDeEUpdrjLYgSQagdaqnWrg9Zc0V9lAXJ1IH9GdqovLmEd7dmL22IBSA4B%2B4zvEVp%2Fj&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=AVxigLKP7jyznkbiWI6XndeUouMnnkoi1mhTy0UHkEynyU0PST5YOkrXD2lHgg8MJmKWtOBtfydu454FlhyeDVbcy8PkuExx5rR8TnFMk0X3EG1srPaf3MSCh6IWkXm6ZbVluGZHlIcd9fhuHp5q84cNP2Vijsa1Is7XHK3xceFR2qAcKHEKOgTCOLq5vNOjlJpYR4RAznwpTheDp6krP8UmbCvSlg%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=AVxigLL3ZxTNDEzn713rfARqd3en0LD8YPciooibEefQHxzJlCbAy1sTukHe6MgO0AAicIy77JII4DAT3Q0jrWy9mvhrq7jJ7kxcC%2B80vN5SKXUUdyCg3xMVVb5PDBsQEKkvo90%2BpY%2FLjkxEzjbNHRO5b03ko%2FBOVEY1GtckyRraxSjUuzaOIxRnGYXhs4aVdI7reTm8Nt2SwoUy8PwtnWKqmH6%2B0TLVXEk%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=AVxigLLoWgKWYYJaB8jSMXsWKVehiKc3VvGf2WCQl9ATR8n1HtVFJMK2eLmYGlDUldpVPLldmfTB%2FYCAwmYg5WkPiqCfCZi2HwBY6AdRKofxSbYtW9Wo2ngZhT2sAQqUiqdKyo8yHFXVBE0TUwakOpJuugxtuxOFZc%2BCzzPNsYiKb5YujNcxhVehGj3Cvb5qDZBeZ6SoMl1cbjK77k5PLj3lNBw%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=AVxigLIy%2Bp8H4Tf3IAfYsyQpcja8lnR8DZ%2BKxRCVj4EwQOnNEkBsx1wVVnPKM%2BVsyrPVwLZQJmAyAj9zFcqw%2FVm7x61f5jTR8fDEP39zwC5awkZgkvs%2BICYOh4ObI11b9IYV58molnSgZD1o5zaaFknZeixy2zujIeA0FOSO8nyKYH%2FM06CEnk4J6VwdlFeQw19GQwItGiYGZ0508NI%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=AVxigLILdrCQAS5OzyU3m5pmpN%2F7%2BFqmmVqrs4sEWAyczkFGC7kSiPAFV8gLUjDxl4VqaMLLnsPrLnFV22oU2h0OQsFn9vgGY584CT3xjKSvQqcV4%2FJv5ytj0YgJc0ptcbxblS8KLO8tQ7vNx%2BNGufE%2BIDHr7R5GljWOteH0pWNuVzlhEKJ50nuiXnz%2FyRsTKu9SFtcDeQ%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=AVxigLLiWuZsnBKmV821bPxRSUC%2FDGyCcqEJNnlquUEUMupVnPM4wG%2B4jbvUp5N06uf5AvdKu%2F5F4r7erti7qFPXexJtdkI6CuEJJeyqpWas2hofAmPM%2FpzDF0i6rA9%2FxB0tn6ifkcmWXp7pNUwvEnrxZifryyQgj4pScXDF117CksA%2BNUJzznJpQav2M6dihxVwc6OY&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=AVxigLKV6mVl4R4J6ozAL5RoICHuMoVVaeN6fz%2Fafw0v4CIlg8mS1G0TJPexkotjV8gXVOLlXpWl5v8HeErJTU5B3I5bDzJlWa4juztz7VoyIekgsk8JvBtK%2BaQeJgThnvEhjM1o3c5MMRn5IcG3L8%2BpJ8jeXMn%2FDnkCelrCHW8Oemb1sPUpsFLC%2FITh%2BUaVrxc8dXOcX4nYe36jcQ%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=AVxigLKdwn1EAfVZTl7nQH19mVc729X5x8y6qHToDfN9yPYQIGcL3599lBDGIeTb7dad9ZRF8yhGcrDkYMOxJxdZiLDHvm2ofnvSRKdCqPhNL6HICQbRgIbR%2Fr2Zu1KvyjRautCOGEVqiohNVFPVyF3%2BEp9Cc%2BcN1W%2BCqWtm2ctDfUxlcMwFaLXM9BTNlGX4oTO9eASTODs4Jxw%2FAEI7oIdZTLjSuo%2BtMiY%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=AVxigLIt7obwlsWs40F%2BCQ5DAuVb4eIa2P2czCgeCvqUaPgd6DKMQD2vTogfqMu9s7HK31s6%2FAWfmeDT0tBVBGL1HiSZGSId41QgSrqJ5bELBEARlsueKe0x05IO0gjJ4JZH4fwoj5K6hsWee4S1Hk3aHAlyU2GDeeR9u61841ZpPhnPafgyGyZh%2BYoq%2B7Ysp9i7akUcV5SEt51KokdqZ73ioxDeAQ6MqY3RmEE%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=AVxigLIMpVfIujne3c3EKELYuyqIiCW7pNsIBHJQQfAhH2F2NwRW5XFP2bwlpgUqRLXvoiqhoqbmPnjZRf9tMlxBbTP7XgQ60ONZuhdn1bii76JBWPkWkgdjUPcF4emjKpGHpGcTRdAJrr7FlVE1ak%2BJxdIesjADlppww%2BUDasGRuHipDJ4RVhnralsE%2FGewDbCOLZ8NgAMjTlHvUS%2FsF%2FmMtapKBOj5K7c%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=AVxigLKV6mVl4R4J6ozAL5RoICHuMoVVaeN6fz%2Fafw0v4CIlg8mS1G0TJPexkotjV8gXVOLlXpWl5v8HeErJTU5B3I5bDzJlWa4juztz7VoyIekgsk8JvBtK%2BaQeJgThnvEhjM1o3c5MMRn5IcG3L8%2BpJ8jeXMn%2FDnkCelrCHW8Oemb1sPUpsFLC%2FITh%2BUaVrxc8dXOcX4nYe36jcQ%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=AVxigLJWYz015JmzXneCirnAkpM6aFyIUlBuqzZxdIaFTP8TIrVVWZj9j7j0wuLsjczVs2NZ%2B7BBZubxAeVI8of%2BN8tZWnIfr597JmU5Ql8zrCVAn379fdLd6wbYRT%2BJdPWDwe0T7APtbamvP%2BLfcfMrY%2FdAkkUj1MsVdkxW3qEQBnJCGN59JlFv%2F7EIJXl8y%2Fww3Js%2F4zpf8BAWAQ1HAAw%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=AVxigLKRMtwn74w2GyoWr3pVcYrl1EjUUDH0%2BX2PBLrH0AjsTp4mgEWOIqxcI%2BI4m5p7In1OVfgXKmA4QScFXg9a60Zxn0KVN%2FZijpK8VgF9UxfrOdcn42v1DwWwoz9ec0owupro4x4ouq5uR%2Fe8RmeiN%2FXMaca4D8WQmwxT0ky6eefPDw%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=AVxigLIOB1uah3WvBBUlWHjZDTvzepJ0lAQwgUfBFIqhjUu04lvuNED2srbQrVxzukeZGLdrLcUYTkngMzsq4UN7PTz0ds29OZ%2FOqDMyvnvFK%2Bhp5w2myxhhuqvqlz4oagvYSn7623usxSEo280NRSevaf2dzEwbcwICFwqQwCgpMSR4qjlJYO%2FURlvqahAlHg%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=AVxigLKiHDmXqP122dY8NlZS5mcGuel3sxeOG8VoMAVtg3dCNGxuPjkvk2AdG%2Bb5LaUppI8vijfVIrYEb0QkYNDViYZSL%2B26SEUQE4gWBqeTqLgwczJkZnuZ70mK%2Fzd%2BktGB69XJcl9m5D5qSDxTh9Kj%2BJZQrh6vXoh%2Fx45DSWs2&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=AVxigLKaTwiIdkmEbZm0SQ9KMZGb6QeC7C4z8vK3V4eE58qy1cQww2OqwsDw8kP%2B0x5bnyWqUm1GfLL542AjLLEZS%2FxYctQGbbYoX70BOm6HDb0ufCRTNte%2F74Lm6dXKktSWScvnSI%2BdNBB1byYI6uKmIEJ6RxV7grQ5B0nhGDzXz8tX1ocimQ%2BQrihghA%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=AVxigLL7Z%2FGnUK9R4TKNa6DmyhYeCSemZ0yChga9aH3r6nAV7oKTiypEUdIsXF0aVu8qCc16BjGLkBQq%2Box9fMxD2bftiD644TnMm2SST4fXELC%2Bmx%2FhBHEuptbcH9uNUNP%2FRGx1ucKIZa5D0Nij4KpgZj56kniCWaRl%2Fzj4vnaL7ts2bE8bfBJLr8%2B4b9%2BR7xtDWQijbjnJLA%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=AVxigLJEYnLF81aRRDVNc%2Fro3LSJvguySU27gbi8KpWfNp10TFdglPoqRm9zA8QGiOOgEyp%2ByXM79t6n2NVhp0DBvdAfu4r75knrSnY0c0ZSdfV8npxdYEYLCRmekdnrxM0zeKqxyBPuF%2Bx3g2JLxZvSUjDW2GhTDfR8wdjZZr6gar1xzKfwc16kgd5oVg%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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&webInteractiveContentId=185823046841&portalId=8302174)

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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)

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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)

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[ 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)

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[![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=AVxigLLNKxRaXP5Tsg9oqOWl6O7zeJlkvmNGB6LxKMaajQ6hTp3B5KW%2Fqpg2IfBrmYuCACxhYF26pz6g9jvlhhb9QpxXgBIfo34%2FU%2BvIu8dhNIfu%2Bct0PRxccWokBZ2TYPgo%2FlMIuniz5F3V9lYdgx0NADDGAOzMKZ67eQl5B%2FXf1FMaAA%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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLLtuwj%2FijhKdUNZ3L3TuU8PEgCqjDRin3OBbYEkcTyhBnPtUSiBQmlzhbCjiXhEkXrjI735AuMYwKfBa1xbAxEgmytVKx1JtaPiQFk%2F7t394Pte1vN2e%2BhauaapTWjsf7nw7gGClsNMjhqvklE64Y7kU5VJYwtud%2F1WdSPhPODmpNA%2B6fiJNPkeYUl2m0nYfA%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=AVxigLJEdALsPikbekl4drPmTeoeDx8UND%2F4za6j8Yk11VZ3ymS6Fd9HxCPl%2FzLj1tQW%2FFCd7%2FrLpJm9xBnIc6NsB3%2FpuNz1AXcRVynZFtrMzW9EmYMLitzwq0qrUD%2F3eIJM3GbAGA%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=AVxigLJEdALsPikbekl4drPmTeoeDx8UND%2F4za6j8Yk11VZ3ymS6Fd9HxCPl%2FzLj1tQW%2FFCd7%2FrLpJm9xBnIc6NsB3%2FpuNz1AXcRVynZFtrMzW9EmYMLitzwq0qrUD%2F3eIJM3GbAGA%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=AVxigLJjSQwiKIh3H%2F%2BdWzxwyvr26UBkbl%2FTYDTPBRd9AvyUbsWoTlmGXpkARdM7LECpjJOwe2Y4PWkH0hCEIYGUzFRfgJTCGTHcqSdE00psx6fJLJ7ubzzj2niRs%2BXJOg58fnDE509vvg0uLBUpsS%2FKgNRg%2Fmds9g9V8bFv4b8lA4qKMGQLx42sMQitLjXLJyBHKMpeQKCZxYFtDFtX0wWUDA%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=AVxigLLck26FmaJ9tOZGbaqldhbk%2BNDabXz6E2QLQe%2B%2FCBvEC6aV%2FLoMxpXFpB4v5fP7M5EtSv7xBDiIxbJMtiFMv74zW%2BolTET1wA1d29QemMfyKPYA%2BAkjsE6s4Jsldfv5plM0Ja4XhAHC7cRuvnd8TVeRPRENwtM%2BmP7fv3bZ9L7oeNdYGCHPGEUO1LgOw9o0mTWwAof1bHDJLg%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=AVxigLLzPY6787mtPK%2F1rkiosxj%2F4bSU0DLPth2gfZjTXOnezLU59sJp3OSO8S1JRXEg6p8CjnGrHZ7f0AFsUSk%2FbC8yTkXhgLDSsVDyqYbex49a52MpoVa18%2Bco8EsNfT2KQd%2F7cutdm4AxgAPyyxHO4iL4xOiIXzDAyo%2F4t71NNM%2FWD65xbTxbKTHmuQAYMdNuTkpUVDqnWtv1vA%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=AVxigLIUVL8b8VWHsy0Q%2Fj3e7sk1rgT%2BGqIS6T5rnA%2FYjd%2BnyIMBKNOLlKq171p8izA5%2BLx8QRHpBYfdliBaCZdfkDuzOcnSga0RQzgGZAr1zKDvbRaY98m6A0kHTUITR5uFOvTn5%2FgZLqoalx9jNY%2BavpNqb17IORJPPLmqHdpm0UluTkV6JvuhniQGLuOWw7AxGXFjCL%2B9OVkRtth%2Bn4%2Bfjr0%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=AVxigLJaEqj1P54%2FTG56PYLq04fsO7FoRtQe0Waijjw2Ht%2FkkzDz3Pv0MIzD7OZzD74KSt%2FU5Mcb35tUDIlbKH4x%2B0i6Y7y3u%2FG62d3dTmNoYJly3dneugxzAaKowpfd6YOv%2BD%2BWXDAhEQlui7IXpm9XBM%2BEE96bq8aElr1IIBKkjIT0%2BO1cmK%2BwaN3LMJ9XbKxlYfEesPDpX%2B9NdEg2gFU%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=AVxigLJcyni1N1A9kwe%2Bg4DNZz5On6q%2BcmYNG352%2B9Va6SvOxyvfRIgoTF%2BU6nVFRthD5Gxghk9KVcX%2Fcyzari%2FARBN3po5z9ejZYbyLmQxhPJUxXS0%2F%2FrYNu5b1A5aYT%2BSW2lj9RXww2nYGlZ8eIOrg0NQkdYLYLwSXqNjACoeJ7%2Fj6cgjkVLOGGKorLVi5tv%2BQnXWi9Hp0Z7fTqzW8fQVBlAkdnA%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=AVxigLLH4kXXaHmTQxqn%2BCthnFWQVCJ7je3IcTIgE5J4N%2Ft%2FpmFiQJCD0xHLgFkkO7VHqQ9KKAuXDJNwRwWr6qj3vqgYcNi8rQICJ2ePX%2BevM675D8OJ6pgHibXBcufpqmvfJdxWY%2BCgNuIlSXyH6ORVxsdI2OhHIsN%2Fsk%2FoOFIH80Ed6Dyc%2FZn3WPztmM69bBp7T5qA6WbSi9LzsKb4N7Ib68LHZzk%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=AVxigLJsvksqSXH4iIMmn82b%2Febi52IWjo2OVdzKp4D99o1eLyRDhi2qdQNiy8jFX9CfMTOocp%2BsLJaAIPd5P4Cg3biUQczYNzpAezY8glZG0CqxDPLsa6DfX0rVVAhEiP%2F7L%2BhdcsGyGzDghbP0WG19UIWTvNzpRe02mQiXp1o5AoETArw0CaMui2Z2JAfPwOHCcC%2BKxqVagJy4KdAT4DL9i7M%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=AVxigLL3w5V648VT172EVNsARsCKMHPBx%2FLJYDxRCIZctsNgiJS1Y2M5sZnuW7Bi9rh4Efs78pqENUdCZBrr5bl0gmTezVCSWIztU2xHTlExLS8az5nmPms2ruCsTx4wxe1PfJ6l7NqnXcGGpwJQCg5GaMBY49FWpDqONqubjNJIhKUbCKP9XpXSch117nO1ETzH1mimANmD1M4P%2BNbkCq39jA%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=AVxigLJHZp%2BvVdGGdfFCST4PLsVyrzP4ILebisXU1KGgiNol7zwLK1uJNk9LuTNJkA4reaabH4iVlmL5Uf2Bv4Q%2Ftl9vtOh4lBShC2%2F70Yov%2BvT6c%2ByHIrBWdEngf4gDq%2FnXxwHgO1VcCb2JwZC4QQausvY4ogO9vDpRfke5rxdwM3h4CL%2Fj7G5%2Bi3Mgjx6XvBVk2mKUQOeDYyB3OPGyNIKIeVjhawSSuG6gDN8D4I7Rq7pLWg%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=AVxigLLawmoc8xmFurLEYXJj%2FGfLzPfnsYXnBxhXvYgilIBnlM%2BallYoaYMcyKi0x9Z18YeN91JxCF3%2FmIhN75N3nv%2FEhrwh%2FyWoY1WgSyiujMcgt7D7hn%2BPlAF3MC%2BtTsrRyCYSHk5tgaM0Z6ryGYBpOVDeEUpdrjLYgSQagdaqnWrg9Zc0V9lAXJ1IH9GdqovLmEd7dmL22IBSA4B%2B4zvEVp%2Fj&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=AVxigLKP7jyznkbiWI6XndeUouMnnkoi1mhTy0UHkEynyU0PST5YOkrXD2lHgg8MJmKWtOBtfydu454FlhyeDVbcy8PkuExx5rR8TnFMk0X3EG1srPaf3MSCh6IWkXm6ZbVluGZHlIcd9fhuHp5q84cNP2Vijsa1Is7XHK3xceFR2qAcKHEKOgTCOLq5vNOjlJpYR4RAznwpTheDp6krP8UmbCvSlg%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=AVxigLL3ZxTNDEzn713rfARqd3en0LD8YPciooibEefQHxzJlCbAy1sTukHe6MgO0AAicIy77JII4DAT3Q0jrWy9mvhrq7jJ7kxcC%2B80vN5SKXUUdyCg3xMVVb5PDBsQEKkvo90%2BpY%2FLjkxEzjbNHRO5b03ko%2FBOVEY1GtckyRraxSjUuzaOIxRnGYXhs4aVdI7reTm8Nt2SwoUy8PwtnWKqmH6%2B0TLVXEk%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=AVxigLLoWgKWYYJaB8jSMXsWKVehiKc3VvGf2WCQl9ATR8n1HtVFJMK2eLmYGlDUldpVPLldmfTB%2FYCAwmYg5WkPiqCfCZi2HwBY6AdRKofxSbYtW9Wo2ngZhT2sAQqUiqdKyo8yHFXVBE0TUwakOpJuugxtuxOFZc%2BCzzPNsYiKb5YujNcxhVehGj3Cvb5qDZBeZ6SoMl1cbjK77k5PLj3lNBw%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=AVxigLIy%2Bp8H4Tf3IAfYsyQpcja8lnR8DZ%2BKxRCVj4EwQOnNEkBsx1wVVnPKM%2BVsyrPVwLZQJmAyAj9zFcqw%2FVm7x61f5jTR8fDEP39zwC5awkZgkvs%2BICYOh4ObI11b9IYV58molnSgZD1o5zaaFknZeixy2zujIeA0FOSO8nyKYH%2FM06CEnk4J6VwdlFeQw19GQwItGiYGZ0508NI%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=AVxigLILdrCQAS5OzyU3m5pmpN%2F7%2BFqmmVqrs4sEWAyczkFGC7kSiPAFV8gLUjDxl4VqaMLLnsPrLnFV22oU2h0OQsFn9vgGY584CT3xjKSvQqcV4%2FJv5ytj0YgJc0ptcbxblS8KLO8tQ7vNx%2BNGufE%2BIDHr7R5GljWOteH0pWNuVzlhEKJ50nuiXnz%2FyRsTKu9SFtcDeQ%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=AVxigLLiWuZsnBKmV821bPxRSUC%2FDGyCcqEJNnlquUEUMupVnPM4wG%2B4jbvUp5N06uf5AvdKu%2F5F4r7erti7qFPXexJtdkI6CuEJJeyqpWas2hofAmPM%2FpzDF0i6rA9%2FxB0tn6ifkcmWXp7pNUwvEnrxZifryyQgj4pScXDF117CksA%2BNUJzznJpQav2M6dihxVwc6OY&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=AVxigLKV6mVl4R4J6ozAL5RoICHuMoVVaeN6fz%2Fafw0v4CIlg8mS1G0TJPexkotjV8gXVOLlXpWl5v8HeErJTU5B3I5bDzJlWa4juztz7VoyIekgsk8JvBtK%2BaQeJgThnvEhjM1o3c5MMRn5IcG3L8%2BpJ8jeXMn%2FDnkCelrCHW8Oemb1sPUpsFLC%2FITh%2BUaVrxc8dXOcX4nYe36jcQ%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=AVxigLKdwn1EAfVZTl7nQH19mVc729X5x8y6qHToDfN9yPYQIGcL3599lBDGIeTb7dad9ZRF8yhGcrDkYMOxJxdZiLDHvm2ofnvSRKdCqPhNL6HICQbRgIbR%2Fr2Zu1KvyjRautCOGEVqiohNVFPVyF3%2BEp9Cc%2BcN1W%2BCqWtm2ctDfUxlcMwFaLXM9BTNlGX4oTO9eASTODs4Jxw%2FAEI7oIdZTLjSuo%2BtMiY%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=AVxigLIt7obwlsWs40F%2BCQ5DAuVb4eIa2P2czCgeCvqUaPgd6DKMQD2vTogfqMu9s7HK31s6%2FAWfmeDT0tBVBGL1HiSZGSId41QgSrqJ5bELBEARlsueKe0x05IO0gjJ4JZH4fwoj5K6hsWee4S1Hk3aHAlyU2GDeeR9u61841ZpPhnPafgyGyZh%2BYoq%2B7Ysp9i7akUcV5SEt51KokdqZ73ioxDeAQ6MqY3RmEE%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=AVxigLIMpVfIujne3c3EKELYuyqIiCW7pNsIBHJQQfAhH2F2NwRW5XFP2bwlpgUqRLXvoiqhoqbmPnjZRf9tMlxBbTP7XgQ60ONZuhdn1bii76JBWPkWkgdjUPcF4emjKpGHpGcTRdAJrr7FlVE1ak%2BJxdIesjADlppww%2BUDasGRuHipDJ4RVhnralsE%2FGewDbCOLZ8NgAMjTlHvUS%2FsF%2FmMtapKBOj5K7c%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=AVxigLKV6mVl4R4J6ozAL5RoICHuMoVVaeN6fz%2Fafw0v4CIlg8mS1G0TJPexkotjV8gXVOLlXpWl5v8HeErJTU5B3I5bDzJlWa4juztz7VoyIekgsk8JvBtK%2BaQeJgThnvEhjM1o3c5MMRn5IcG3L8%2BpJ8jeXMn%2FDnkCelrCHW8Oemb1sPUpsFLC%2FITh%2BUaVrxc8dXOcX4nYe36jcQ%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=AVxigLJWYz015JmzXneCirnAkpM6aFyIUlBuqzZxdIaFTP8TIrVVWZj9j7j0wuLsjczVs2NZ%2B7BBZubxAeVI8of%2BN8tZWnIfr597JmU5Ql8zrCVAn379fdLd6wbYRT%2BJdPWDwe0T7APtbamvP%2BLfcfMrY%2FdAkkUj1MsVdkxW3qEQBnJCGN59JlFv%2F7EIJXl8y%2Fww3Js%2F4zpf8BAWAQ1HAAw%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=AVxigLKRMtwn74w2GyoWr3pVcYrl1EjUUDH0%2BX2PBLrH0AjsTp4mgEWOIqxcI%2BI4m5p7In1OVfgXKmA4QScFXg9a60Zxn0KVN%2FZijpK8VgF9UxfrOdcn42v1DwWwoz9ec0owupro4x4ouq5uR%2Fe8RmeiN%2FXMaca4D8WQmwxT0ky6eefPDw%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=AVxigLIOB1uah3WvBBUlWHjZDTvzepJ0lAQwgUfBFIqhjUu04lvuNED2srbQrVxzukeZGLdrLcUYTkngMzsq4UN7PTz0ds29OZ%2FOqDMyvnvFK%2Bhp5w2myxhhuqvqlz4oagvYSn7623usxSEo280NRSevaf2dzEwbcwICFwqQwCgpMSR4qjlJYO%2FURlvqahAlHg%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=AVxigLKiHDmXqP122dY8NlZS5mcGuel3sxeOG8VoMAVtg3dCNGxuPjkvk2AdG%2Bb5LaUppI8vijfVIrYEb0QkYNDViYZSL%2B26SEUQE4gWBqeTqLgwczJkZnuZ70mK%2Fzd%2BktGB69XJcl9m5D5qSDxTh9Kj%2BJZQrh6vXoh%2Fx45DSWs2&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=AVxigLKaTwiIdkmEbZm0SQ9KMZGb6QeC7C4z8vK3V4eE58qy1cQww2OqwsDw8kP%2B0x5bnyWqUm1GfLL542AjLLEZS%2FxYctQGbbYoX70BOm6HDb0ufCRTNte%2F74Lm6dXKktSWScvnSI%2BdNBB1byYI6uKmIEJ6RxV7grQ5B0nhGDzXz8tX1ocimQ%2BQrihghA%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=AVxigLL7Z%2FGnUK9R4TKNa6DmyhYeCSemZ0yChga9aH3r6nAV7oKTiypEUdIsXF0aVu8qCc16BjGLkBQq%2Box9fMxD2bftiD644TnMm2SST4fXELC%2Bmx%2FhBHEuptbcH9uNUNP%2FRGx1ucKIZa5D0Nij4KpgZj56kniCWaRl%2Fzj4vnaL7ts2bE8bfBJLr8%2B4b9%2BR7xtDWQijbjnJLA%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=AVxigLJEYnLF81aRRDVNc%2Fro3LSJvguySU27gbi8KpWfNp10TFdglPoqRm9zA8QGiOOgEyp%2ByXM79t6n2NVhp0DBvdAfu4r75knrSnY0c0ZSdfV8npxdYEYLCRmekdnrxM0zeKqxyBPuF%2Bx3g2JLxZvSUjDW2GhTDfR8wdjZZr6gar1xzKfwc16kgd5oVg%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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&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=AVxigLLNKxRaXP5Tsg9oqOWl6O7zeJlkvmNGB6LxKMaajQ6hTp3B5KW%2Fqpg2IfBrmYuCACxhYF26pz6g9jvlhhb9QpxXgBIfo34%2FU%2BvIu8dhNIfu%2Bct0PRxccWokBZ2TYPgo%2FlMIuniz5F3V9lYdgx0NADDGAOzMKZ67eQl5B%2FXf1FMaAA%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=AVxigLI7A8k4i4QuMX7fME%2BhWOYNN9U7anGC5XTvL%2Bq82vG69v3Z4UWOWgj0Ry8GTt9BZYPsWjEiViAlL0FwUWCefFbWzcMkgh9EGyCjRosG3%2Fjps8Rocf7JtZBf3VeXM1PVAsuCnafLJasYe%2F0Y%2Bvo4S8RH%2FPVNhSUjTi%2BdtrBmLUGz&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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[ 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=AVxigLLtuwj%2FijhKdUNZ3L3TuU8PEgCqjDRin3OBbYEkcTyhBnPtUSiBQmlzhbCjiXhEkXrjI735AuMYwKfBa1xbAxEgmytVKx1JtaPiQFk%2F7t394Pte1vN2e%2BhauaapTWjsf7nw7gGClsNMjhqvklE64Y7kU5VJYwtud%2F1WdSPhPODmpNA%2B6fiJNPkeYUl2m0nYfA%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

## Custom integrations.

Connect any system, protocol, or data source - bidirectional, real-time + without middleware overhead.

[![Free Assessment →](https://no-cache.hubspot.com/cta/default/8302174/interactive-190652051878.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLtKb9ZqT%2Broqm5Ywgxz1H160fzEfnnY%2FST3Q6L%2FjIsylIMpmxRfzQz%2BbokbkeXqbQtZotRAvraDIQph5e5e4MHm%2BSavJIPNhIdPQV96jkqFZVJAh%2B85z%2BNcJjZ9zSG8aeFnYSsAo7lSX0bfOXMgjHei2ubgnLybx9PZHiyVK0d680%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=AVxigLLRBnM9Qr1T9hcHvLn4AbzmGxTST5LIqkO1JZxvTi3qWhE3TvHvUFjM6Wza4fVK1znXsQLiA2vdT8%2BdS6TN9OrOwAfyIBmA1AeiJmjowQdBybkm6Y%2FuvAj1aQH6JeOIC9bByDyImgM4gBfsQGAYaaqla0QnN27%2Bhxv2Wafrzk9B&webInteractiveContentId=197574386499&portalId=8302174)

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

CAPABILITY OVERVIEW

## Build integrations to anything.

Rayven's custom integration layer covers the full range of inbound and outbound connectivity your stack requires. Every integration runs as a node in the visual workflow builder - no separate integration layer, no additional vendors.

Inbound connections include:

- HTTP endpoints (POST)
- REST APIs (GET, POST + PATCH)
- SQL queries vs. MySQL or MSSQL
- FTP, FTPS + SFTP file ingestion
- AWS S3 bucket polling
- AWS Kinesis stream ingestion
- AMQP message queue consumption

Inbound connections include:

- Output to HTTP (webhook)
- API writes
- FTP file outputs
- Email + SMS
- Direct writes to Modbus or MQTT endpointstion

![HTTP Webhook](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2026/Platform/HTTP-Webhook.jpg)

Rayven is operational software

for an AI-powered world

YOUR WORLD

THE RAYVEN PLATFORM

YOUR OUTCOMES

SCADA + OT

Databases (SQL, NoSQL)

Streaming Feeds

IoT + Edge Devices

Real-time Telemetry

Files + Documents

ERP + CRM Systems

APIs + Webhooks

SECURED PERIMETER

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

[

01INTEGRATIONAI

Connect anything, in + out

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

02DATAAI

Store, structure + serve

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

03EXECUTIONAI

Decide, automate + act

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

04PRESENTATIONAI

Show, ask + interact

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

05SECURITYAI

Protected, governed, hosted

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

Real-Time Dashboards

AI

Conversational AI

AI

Mobile + Web Apps

AI

People + Approvals

AI

AI Agents

AI

Predictive AI + ML

AI

Machine Control

AI

Alerts + Notifications

AI

Reports + Data Exports

AI

API + Webhook

AI

KEY CAPABILITIES

## What Custom Integrations give you.

#### HTTP + REST API nodes, both directions

Ingest via POST to a Rayven-hosted endpoint, or pull from external systems via GET/POST/PATCH. Supports JSON and XML. Bearer token authentication built-in.

#### SQL read + write against live databases

Execute queries against MySQL or MSSQL using a configured connection string. Supports reads, writes, custom queries + auto-insertion of payload data into fields.

#### File ingestion via FTP, FTPS, SFTP + S3

Pull files from FTP/FTPS/SFTP folders or AWS S3 buckets on a configurable schedule. Handles JSON, CSV, XML + compressed formats with configurable encoding.

#### Outbound webhooks + write nodes

Push workflow data to any external system via HTTP POST, write to FTP destinations, or trigger downstream APIs. Supports JSON, XML, and String output formats.

#### AWS Kinesis streaming ingestion

Ingest high-volume event streams from AWS Kinesis with configurable polling intervals and UID mapping from a nominated JSON key.

#### AMQP message queue connectivity

Consume messages from AMQP-compliant brokers. Useful for event-driven architectures where data arrives asynchronously from queue-based systems.

HOW IT CONNECTS: EXPLAINER

## Where Custom Integrations fit in the Rayven Platform stack.

Custom integration nodes sit within the integration layer of the platform + act as the first point of contact for all data.

Once ingested via Rayven's custom integrations, data flows into:

- The Data Layer for storage, transformation + aggregation
- The Execution Layer for workflow logic, AI processing + automated actions
- Back out via outbound nodes to source or downstream systems

The entire flow runs within one platform. No middleware. No additional vendors. No handoffs.

Integration Layer ▾

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

Data Layer ▾

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

Execution Layer ▾

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

Presentation / UI Layer ▾

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

Security, Governance + Hosting ▾

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

Click any layer to explore what's included.

---

<https://www.rayven.io/platform/integration/custom-integrations#>

USE CASES

## How Custom Integrations gets used.

#### Connecting industrial OT assets with no standard API

A site runs equipment from multiple vendors with no compatible APIs. Rayven's Dynamic Integration Node connects each asset by configuration, mapping telemetry to a unified schema per UID. Data flows into the Execution Layer, triggering threshold alerts + feeding a live operations dashboard - without any custom development.

![SCADA-Solution-500](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/SCADA-Solution-500.png?width=220&height=127&name=SCADA-Solution-500.png "SCADA-Solution-500")

#### Legacy ERP data into real-time BI - no warehouse required

An SQL node polls a production MSSQL database on a five-minute trigger. A Conditional Filter removes unchanged rows, a JavaScript node remaps fields, and clean records write to Cassandra. A Calculate Value node aggregates by team label and feeds a live dashboard updating every 30 seconds - no data warehouse, no manual export.

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

#### Partner delivering a white-label data portal for a client with legacy systems

A custom script extracts nightly exports from a client's on-premise ERP with no API access. Data is transformed + loaded into a Rayven pipeline, feeding a branded portal under the partner's own domain. The client sees their own product. Rayven is invisible.

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

## Rayven Custom Integrations FAQs:

### What is the difference between the Dynamic Integration Node and a fast-track connector?

[Fast-Track connectors](https://www.rayven.io/platform/integration/prebuilt-connectors) are configured for specific software products - HubSpot, Xero, SAP + others. The Dynamic Integration Node is for systems without a standard API - industrial devices, legacy databases, machinery + proprietary hardware. It connects by configuration in the workflow builder, without coding.

### When does Rayven deploy custom scripts?

When a system cannot be reached by a [fast-track connector](https://www.rayven.io/solutions/data-integration-platform), standard protocol node, or the Dynamic Integration Node. Typically: genuinely proprietary protocols, unusual file structures, or legacy assets with no data output. Rayven's team builds and deploys the script - you don't need to write it yourself. See all [Integration Layer](https://www.rayven.io/platform/integration) options.

### Can I write back to source systems after processing?

Yes. Outbound nodes sit at the end of any workflow - Output to HTTP, API write, FTP output, SQL write, Output to Modbus + MQTT. Ingest, process, act, write back - all within the [Integration Layer](https://www.rayven.io/platform/integration).

### What data formats are supported?

All standard formats - JSON, XML, CSV, String, compressed files - plus binary and proprietary structures via custom scripts. Data is normalised on ingestion so downstream workflow nodes always work with a consistent schema. Learn how the [Data Layer](https://www.rayven.io/platform/data) stores and structures data.

### Is there anything Rayven genuinely cannot integrate with?

In practice, no. The combination of fast-track connectors, standard protocol nodes, the Dynamic Integration Node, and custom scripting covers every integration scenario we have encountered. If your system has data, there is a path in. See the full [Integration Layer](https://www.rayven.io/platform/integration).

### How does the Dynamic Integration Node differ from custom scripts?

The Dynamic Integration Node connects by configuration - no code written. It covers devices, databases + machinery that have a known interface but no standard API. Custom scripts go a step further, enabling connection to systems with no usable interface at all. See all options in the [Integration Layer](https://www.rayven.io/platform/integration).

### Can Rayven connect IT and OT systems within the same workflow?

Yes. A single workflow can ingest from an MSSQL database, a Modbus-connected PLC, an HTTP API, and a file drop simultaneously. IT/OT convergence is a native capability. Learn more about [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols).

### How are custom scripts maintained over time?

Scripts are maintained by Rayven's team as part of your ongoing service arrangement. If a source system changes its structure or output, we update the script. This is included in your support agreement - you are not responsible for maintaining integration code.

### How quickly can a new custom integration be set up?

For standard protocol + Dynamic Integration Node connections, typically within hours to days of configuration. For custom scripts, most are live within one to two weeks. Our platform-first approach means we are not starting from scratch.

### Can I build and manage custom integrations myself, or does Rayven have to do it?

Both. The workflow builder's low-code nodes are configurable by any technically proficient user. For custom scripts, Rayven's team handles development + deployment. As your team's confidence grows, we can hand over ownership of any integration at any point. See all [Integration Layer](https://www.rayven.io/platform/integration) options.

## Also in the integration layer:

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

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

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

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

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

### [AI Connectors Connect to OpenAI, Claude, Gemini, Cohere + more as workflow nodes for LLM-powered integration + processing.](https://www.rayven.io/platform/integration/ai-connectors)

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

Join the Shift

## Discover the easy way to do something new.

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

[Book a free assessment →

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

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

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

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

<https://www.rayven.io>

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<https://www.rayven.io/platform/integration/custom-integrations#body> 

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

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    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "All standard formats - JSON, XML, CSV, String, compressed files - plus binary and proprietary structures via custom scripts. Data is normalised on ingestion so downstream workflow nodes always work with a consistent schema. Learn how the Data Layer stores data at https://www.rayven.io/platform/data."
    },
    "name" : "What data formats are supported?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "In practice, no. The combination of fast-track connectors, standard protocol nodes, the Dynamic Integration Node, and custom scripting covers every integration scenario we have encountered. If your system has data, there is a path in. See https://www.rayven.io/platform/integration."
    },
    "name" : "Is there anything Rayven genuinely cannot integrate with?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "The Dynamic Integration Node connects by configuration - no code written. It covers devices, databases and machinery that have a known interface but no standard API. Custom scripts go a step further, enabling connection to systems with no usable interface at all. See https://www.rayven.io/platform/integration."
    },
    "name" : "How does the Dynamic Integration Node differ from custom scripts?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. A single workflow can ingest from an MSSQL database, a Modbus-connected PLC, an HTTP API, and a file drop simultaneously. IT/OT convergence is a native capability. Learn more about IoT Devices and Protocols at https://www.rayven.io/platform/integration/iot-devices-protocols."
    },
    "name" : "Can Rayven connect IT and OT systems within the same workflow?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Scripts are maintained by Rayven's team as part of your ongoing service arrangement. If a source system changes its structure or output, we update the script. This is included in your support agreement - you are not responsible for maintaining integration code."
    },
    "name" : "How are custom scripts maintained over time?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "For standard protocol and Dynamic Integration Node connections, typically within hours to days of configuration. For custom scripts, most are live within one to two weeks. Our platform-first approach means we are not starting from scratch."
    },
    "name" : "How quickly can a new custom integration be set up?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Both. The workflow builder's low-code nodes are configurable by any technically proficient user. For custom scripts, Rayven's team handles development and deployment. As your team's confidence grows, we can hand over ownership of any integration at any point. See https://www.rayven.io/platform/integration."
    },
    "name" : "Can I build and manage custom integrations myself, or does Rayven have to do it?"
  } ]
}
```