---
title: Deployment + Architecture | Security, Governance + Hosting | Rayven Platform
description: SaaS, private cloud, on-premise + Edge - deploy Rayven where your data needs to live. Identical functionality across all models, no vendor lock-in, no rebuild to migrate.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLp%2BO5mTws059y%2BIJVh9YUjKnx7BZlARThDIzatlY8c9QORQEAbRDfjeXUPaDHy93LP3LadKuUYYBgRjDrQIgtDyFwEo6952MGA3zBSQRST%2BRQARb25PXsx5Kb0Sx%2B7sgaEsQ%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=AVxigLLp%2BO5mTws059y%2BIJVh9YUjKnx7BZlARThDIzatlY8c9QORQEAbRDfjeXUPaDHy93LP3LadKuUYYBgRjDrQIgtDyFwEo6952MGA3zBSQRST%2BRQARb25PXsx5Kb0Sx%2B7sgaEsQ%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=AVxigLJGdoj6jT84a4SrZHXk%2BrrceqBcxMZu5KebZ4%2B0m%2BmLv26ufzlWqqjYofmxYQFd%2BmL6Dl8lEKDbIJsMEJSL%2FpKrYvgHVFExJD39Af6g2uajUIu0f3pJC5JdzuKQaw211vLUyN7DJ83nzstcKa9Yu42cEmc5hU66LuUy08rocy6TZId3WVJasi2U3frxLcOTFEpVCvXRLl%2B4fx9DMMJaLA%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=AVxigLKIj%2Fms4eFz6eB8V6I7%2FS%2FjukqWzJx6z5VvD4eh1MjKX3V0pBltPTNEcXr%2FqLDAQZAnHlsYwD4R2c1%2Fh09sUGgNVUehC0OivBXWbj3lSwnF8%2FbplDRRBdI%2BfB53vCQc%2FdlaG8QReueH2AL3HcSzNHP3NXYkZy5TUk6U%2BWpeknp8wl5S3Ov8rWAEAC6fTYJsHgQvMK88d6mbUw%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=AVxigLImv3KSpSktqtLrGFKUaxWZmOJYuh2G4MmhV13qZ52IYum2qKIia8zXB2LZZ%2FkddMhFBkavp7sHXVJ5Fksi7cj%2B6MkUvUhSaWYeTWNIv7kmFWMa1r6gDc4FVNN4jxjYi2ss%2BnwN6%2F5RJu87YqiXwm35EC79tIIvyukQZNFB4yhE%2FO%2FyoCddJCqAGnDrBZvOTKGfKR9MRX%2B92A%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=AVxigLLJg%2B6Ct4law%2FpQhoJugcoBriSCWc6Ja0m15%2FAaAXKMYyH8ujyjDgt2%2BRmuSP%2BVGXkjlhu6LgAJ3q0ZOD3360pkjIgtihXhfN%2FG3jLVYy1WmCLy9shaTACkAyMGWb1Hzu2anfQhlKoV6q3e3Jd9scR01RF0CLRGnlWqibnUnj5qXFiShmI0DqiiYYDuY5PQlaxGPACq3iYwByTpbJPFz8c%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=AVxigLLzsKpqVOFxAncqBXKy9Qi4CxD6uPUn%2FYmCtvFaZb5eTDZSjkzYNZP9BOWOWYFwtb3exLNY83LUkEzofoCSc42ba5mQDoHh1dPmqMTEXKaKYx9EyQuwQAYBD6cRieZCYBeYyvULENElUADMAWMcZRTe%2FIvJrkRJvOaEvqnZoymDlm5tBEG5tmwge4xd79SKnw60AiqZurPWww579lo%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=AVxigLKtNFysYzWIVQCcNwopQO8gesSJ0JcWtyBXNTiEqKgXb54iKxlwJJnQ5NMtAGtU0FAfB4c2%2FZEbuMfL89pr4W0Vm0EqjXoObZxtIOpmD1GNBZXnaxf6t8Xpj7oXlRF0J6BpygqmC86NF%2BTGIySgCbSMaK79zgTGqc2nePNuo5VPfbFrxRRAS%2BQQPnwGGV%2FXIs06cZQ0VXMckilYwPoUPqnu0w%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=AVxigLLj6cUBjXUXt3v38FY3rozvFJ9q8jhGqkGOPzb%2F7MB%2BsSx7Ziq9R6%2FlDlhW%2BJ32xhTOE2RV4fAr7xy%2Bi3Wai3CAgxuhiuvyWyyTlAKuMibc4mWholf1EOhD2T0UHFq98NFbHr5mVjyb6v2strcYMJevwwyKc2hB2%2FqeNY4Jbqg2BCQWjhOGywcgg7W%2BTwv0mryODBPz5dBDYv%2BlIeVDYSdIYu0%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=AVxigLKk35Y3h3v1xCbpvPATZXa%2Bwo0xEDhv8anfwr6ER78D9%2Bd6kNBZS4sILqEwjvdsyYheGHnd4ewNMp5rGOGYAYmDSyxL%2F7yvZpxucOiQ9SgKIeSPAWyg%2Fxl1wpvgpaaNAgTeQR44goMaYolrNSd9Hzh8irJdNdvXaqc6%2FnauQ93OCU6hi9znK45ZYVzbuA%2B%2F0z%2FI5rOvht%2FuwSPJQPuPdsM%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=AVxigLJn%2BLjc7JIyA%2FeRa5Fkvi0BsVi44yNPQOPM7LAIe4BrzGQLGl2fep1B5P53ZdEZ1DyJsnCI8xkqDivZc9mCg3WIGYrKabWA7%2FK0ZerNv7q2XYDYOurPKAtcMheM6jLMg86xBGzR11vV%2BMPH2Z8l8oLgDrec1FoBVvfDVgkBQKtOdDqccl8CMeXmFjgwcw9gbnMRvZIvehXl%2F9YtfDfbHw%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=AVxigLKKqNJCPF6F4H%2FkfGxjYoFDDt5JNfMOx7gPX2qD0gENoo0NYiWCD5R18yAeKw2voB12nOiwTBvaQRRNIERa%2FHYhHSYCeapKVGOiQLhCvTUe%2Bx75o5skdo9sOl1%2FxB499gL215sOCsUmIWdlNpkenB%2BZuIMvSvcCb3mD3vbecZK%2B9z06Dz5ncdxf7QVPC47DIhOrpZsE%2FMFIl81LdZz1Bzsxr8SsR6a0VTknyuueF%2BrbvQ%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=AVxigLKewIAlJ%2BJqXEGRa2uFUkVTNGUzTD0ZhTH7LD78xnBRxwYfkw7vbw6EJPeWumH73ThWZ24JXsSeF25ldZP%2FSf650O11dNW3VdZmrAMWo9vnki51Eayh6Ykm3sW2aYw1MN7hFF244ZNvk%2BeP3CnROCoR1jBMa%2FlOgw3Wt7b2Iexi8Kq4KgbTGfhqub28mYwBDOlTGUQxCzPs7UlawTGY97OD&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=AVxigLIxz58HcY0dtyTSlEmFzleeplO8jTtmsS7yKFF5GoMrb%2BE3aYwGviy1IIdB269XrY7dj8dj5PLzJrKSS1RJ%2FnvoK0oXFeIJILmyg8rA0ihMalEveCS83OToI2XvYNrOodAFlIqUMIrzg5I06mGO9txomE%2FHX9Jkax0HYR0nHOwZNBioPesMyyLmTb%2BuS%2F5k2CgL5oxRkQ370PTjk418qi3qzg%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=AVxigLIlLNWPijWyYEF%2B1cDe4OcCRfq03gjR6cK%2FfUgdljJg6lB%2BKX0FpQLpUBj17RUBONAqxwdw3%2FMAh1I8EgfiL%2BRUlEJs4lQhHBykmnY1unj3iCSi9zNsnj83Y4t9BGBYHoEW%2B1TjOR6I%2FgyViol43kuKf6BQyf2AcC%2BiaD53%2BQqb9eo3dT6kWLU28O4RDvzt3K3JVXzzwyOd1WqayyqStOlOyF1Vga8%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=AVxigLKBN0exqI%2FQ6%2BnH8WrFpK%2BYqVr9XXAcTVarTuUkOx53zfGCgC5g8nVEeWm9MnOJ2HGLVIEbrsMMx6VyYIHLBG4I8gjBglqgWLPRoFzgPhbPW9gESvz1B2w7SwIaKxfrBp1MCLH6fZKw7A4y4TQVjTC1vKewSN1n6jsHlI%2BWAWPm5HbDpqOaJ95sLVxN03XYCnvopmJnnzZqdqMYDEbVmWQ%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=AVxigLJTfQJluIABz4el05ulg1ogSV%2FXuYSAu5x0O5lds0DFhGEQB%2BGH4yEd9PEUajhR6%2FJQF8u7voIp47H56RY1QzxaiC20NPfCKdYPLsMIcweO46T3fschGk%2BNil6llY75ifTRYLGc5%2FU0m4SiXKBQlbSxjuFdVir5X2ynzGUN7tOF1laFnvYMsAieEgtBSFsUfXkH63zZ6lT7ubA%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=AVxigLIwStUxV1OhkUHYKDhGjropz9sZUFwa8inVhRcAzmjIR8zunIWNoIO1AoWuwcfe%2BeY5P%2ByKMo8WWYFRLGg67f2AlXU8zxQG2SRX1KsmeQuvswojBozdBtoUFPNfubESBqdupV1C3ylW%2BA4yXvHRYMN4%2BtmL8srwXnxAWJ82mykokYAwJ5VOwJJMiaYzduadKoZB8Q%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=AVxigLL6AtK0qypqgdNDh3BJ%2Fr%2BG95WbpHCQtJ%2BwzyIuvPz9lR6p%2B%2Fa9GZp2RAh%2BgnDa%2BN9M%2B3Svm36sE1eet8m%2FF1JkX7ghHZiqKYqr4TeoDYJ%2B25tW0fblHUVcnlGYxISoEIVHmscB8HAP%2B77goxgCBlqeZZkkLfvgmA9mn6JnJ2%2BnVad2HoAGVyDe%2FbSTSIgUVSc%2B&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=AVxigLJDDoeNwNKQ2n8ss3VYnWH0PJzw16xSn7aZ2c%2BNFIHTS9WAtX9OkloSf%2FE0LaDoVKQTbGu1J2NbDCLGMAoA15qEKQBPYOkgWjq8yU7DMcnLfkStuh7fYVOC2DemIIq6FyYQH7YFOTQ9EwMhovks1hmpm%2FmVAMhTRmoEL%2Ffl7%2BiRDVq7u6kvOrMsiKXnWSA4eYpbtYF00%2BY6lg%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=AVxigLJT32XRGKjckAkMDih%2FR8WllcCXVYYdJNcaH1S%2FmkcuFnrK%2Bg1MiNCTDpuV38kZ%2FMs6wscS%2BNEE1p3R3vnTC1f5DbQeIAJMHZf6K21VLhpKgG3d%2FkvLGvZShWGlX8iDSbYAIdi%2B977D9rFtxDK3q2IQOaDQPMmPtpMBVjjJ%2BzxBC5jRMyMZsYoPpdYmzYIiH%2B05UuXESABQwVbeEtRIB8XxKLbLdqs%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=AVxigLLWnZAAVCXQgvrS3ANorVf7tbQP412PT8QKlgRqqEunmAuO06EYisRd4tGlLOYNdsyFgaHqSsf2rNNB6TZLTxkKhU4ww54zQiGT0TmvXvExX3bA1zxZLryNePMn7if8QlmqgR18MOdzuUCPjsjaIu1tKNMmoIomyfnKeg%2BleIxunj0MEKM8U5Sz2CTd9rzfX3u9uZViVu94jLWrONhpdEgwP3mLHPHIL6g%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=AVxigLJc35ZaoG8sfm%2Fvan%2B4cKg9o1J402wN1BRmfFyE8g0vNOg5FpzXUl2x8zdPzhDZjP%2B8qvjOiBSlwxxLWUxfOR6Bsu0XFxFFpg2yIA%2FMMFakS0rNKgL8SJIOZUqbtP62LJbZANGf1wOexkUeT5xl%2FyzoHYtTGFLPjbte4VilFAHGK22PbDgL%2BcixH6PbU31WppDeSWjil%2BBBuU9mDHuMyBNE40KJcc4%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=AVxigLJDDoeNwNKQ2n8ss3VYnWH0PJzw16xSn7aZ2c%2BNFIHTS9WAtX9OkloSf%2FE0LaDoVKQTbGu1J2NbDCLGMAoA15qEKQBPYOkgWjq8yU7DMcnLfkStuh7fYVOC2DemIIq6FyYQH7YFOTQ9EwMhovks1hmpm%2FmVAMhTRmoEL%2Ffl7%2BiRDVq7u6kvOrMsiKXnWSA4eYpbtYF00%2BY6lg%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=AVxigLLB6UTda5w1OZRj9DiAF7OnxTDlDwSbCHLdLUHYY8MDglp6zuM8Ab9gTLNzsapl7wBJkUN0vTsmcGCI6O7Q%2FTsWVB2pHqi55qONG2aBdRR7ZtBRKzCZIBDGUEqazqsEsSxGy2NI07%2BWgcxr8HquUeiPAtN7seUB6%2B93Q9t4aaitqFE9kZ7oK7ldJTihtpNpxw0Tq22vVz4thLP0fQw%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=AVxigLILYw9qBBw3JkP1uLC23fV5Q1dXBLuYJhibacBPUJhQ2uChsfOkVdswgh2oGujomTNa1ims%2FjuI9NuIbeDcGSY8z1KjN%2BI%2FGmfVvnXldv7MsTtvTYi2AqbChVhUuvEqyc7P84hoL1cugKpe62K7MiKrZupMi37rLbpAtJCLXIxDMQ%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=AVxigLLnGo49%2FU6vYlEZv8fDahfcOFg7uqNda4zViDqTWrCbYZ7%2FSXQ%2BZzGP2bPhubiHNtXX765QtFwhkjfVW%2BQSP8kQerFt1hQ%2BlwQOraiFv6oCqTdIwWjesm%2FI2aAxygi5uRN5NW2QcC8TLsCXdwvVU8cEhkPdSzR9CWYnSjRkhB4vflZuraLANS4EPIoTnw%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=AVxigLLAyUclhn%2FQjjPhOZ42cfFVWEbxdZMVAw7UzI3XAMcAR5Yt1Qwes8w5n43Yz%2BqbMeE4Ox8tyP38HuU8u5yp81ygbCbEt6SDqf7UpuQ3jyDLs23rMVTo3UpB%2BLHk4wWWIlDkJsc%2FMw528GPMYQwoAgZUnIlIShn4DWK7sija&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=AVxigLLouzqEGaFywPU%2FUOrpspCeaaY97Iofufl2YNdT%2BgxqpYI3EsrFBG%2BjGdXub2UecjpQh2d9q%2B88gneXsuDQcdD3qS2w7pnrrl5VWZkcleHZQjtV3f7FUTucx10S2J44RT5%2BnGdX%2Fc11JTjQ9iVA4dZvayxs%2FO3tBIw%2F1db%2FKL9ZqMyhryr5WoUuKQ%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=AVxigLJAaCXx2GYaohc%2BpZ5LqDIARR5pfuqzvfTcVK38oVYwr8iU8Q3rA%2BvPFGRrQcoKXDP0kS0%2BkBWzJ1RybuwbxAqQhAij5CjtkCJVT0TQGecL3wCuL8fToiaJlxBdgxG6cpX23NUJQj1TpcbN1Q1ipMmWHOf8k3ppPMfezuIaBfevwWby03jHZUNuMi54%2Bbaf3aYZZlnUuQ%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=AVxigLKe5JNmnD6S206LkEEJW9nWpfbeKRwBouNiojXbuA8Yt7y%2Fa1Dzcozhzogi8kj88x%2BvslK%2Btf%2FIf6y5%2B1UMSHzs6rDe75mIFXAxwfLkeXeGbcFipwrUoi0N%2FVVDAxYu6ZIa5vQXfMOhVGvsSaWUYKHblk2p1L26IlaJPGd65fX8BInfJ0H1z6ECgA%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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&webInteractiveContentId=185823046841&portalId=8302174)

Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&webInteractiveContentId=185823046841&portalId=8302174)

Library

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

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

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

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

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

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

Our Company

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

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

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

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

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&webInteractiveContentId=185823046841&portalId=8302174)

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI51errdUUXINdfRN5QidcNrCoYud9o1AdRKo%2BOyr5cNYf1v0b%2BxJF2QWMwx6UanDytVwS8m6UJGcieAFul8uJIaozxEWxUup4H5%2F7f6WwaMnj1LBoH9j%2BSsIAg1aJpDgsSGztY0F%2FiABeW1yMi5AExUtz7n3D0jbEC4Z%2BqxCbUQQ%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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKF7W6YvxCk2ORH95Orp4bgFYuLYGn0OGabN8FNy95ZSRv2iIIHDyloFfV3NzTk5wHPtcSFwRvk4z3CJekWFxMSkzKjqj%2Fx2axeglXfP5ZZW7Fpc26ULu7m7AB%2Bp9%2BQXTzSkSbZ8yUkSgR587eob4FG3sRQhG%2F3Cos%2B%2FEpd5n0Hw4tUiHvTs%2Bzd8Zfy0eNp1w%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=AVxigLLp%2BO5mTws059y%2BIJVh9YUjKnx7BZlARThDIzatlY8c9QORQEAbRDfjeXUPaDHy93LP3LadKuUYYBgRjDrQIgtDyFwEo6952MGA3zBSQRST%2BRQARb25PXsx5Kb0Sx%2B7sgaEsQ%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=AVxigLLp%2BO5mTws059y%2BIJVh9YUjKnx7BZlARThDIzatlY8c9QORQEAbRDfjeXUPaDHy93LP3LadKuUYYBgRjDrQIgtDyFwEo6952MGA3zBSQRST%2BRQARb25PXsx5Kb0Sx%2B7sgaEsQ%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=AVxigLJGdoj6jT84a4SrZHXk%2BrrceqBcxMZu5KebZ4%2B0m%2BmLv26ufzlWqqjYofmxYQFd%2BmL6Dl8lEKDbIJsMEJSL%2FpKrYvgHVFExJD39Af6g2uajUIu0f3pJC5JdzuKQaw211vLUyN7DJ83nzstcKa9Yu42cEmc5hU66LuUy08rocy6TZId3WVJasi2U3frxLcOTFEpVCvXRLl%2B4fx9DMMJaLA%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=AVxigLKIj%2Fms4eFz6eB8V6I7%2FS%2FjukqWzJx6z5VvD4eh1MjKX3V0pBltPTNEcXr%2FqLDAQZAnHlsYwD4R2c1%2Fh09sUGgNVUehC0OivBXWbj3lSwnF8%2FbplDRRBdI%2BfB53vCQc%2FdlaG8QReueH2AL3HcSzNHP3NXYkZy5TUk6U%2BWpeknp8wl5S3Ov8rWAEAC6fTYJsHgQvMK88d6mbUw%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=AVxigLImv3KSpSktqtLrGFKUaxWZmOJYuh2G4MmhV13qZ52IYum2qKIia8zXB2LZZ%2FkddMhFBkavp7sHXVJ5Fksi7cj%2B6MkUvUhSaWYeTWNIv7kmFWMa1r6gDc4FVNN4jxjYi2ss%2BnwN6%2F5RJu87YqiXwm35EC79tIIvyukQZNFB4yhE%2FO%2FyoCddJCqAGnDrBZvOTKGfKR9MRX%2B92A%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=AVxigLLJg%2B6Ct4law%2FpQhoJugcoBriSCWc6Ja0m15%2FAaAXKMYyH8ujyjDgt2%2BRmuSP%2BVGXkjlhu6LgAJ3q0ZOD3360pkjIgtihXhfN%2FG3jLVYy1WmCLy9shaTACkAyMGWb1Hzu2anfQhlKoV6q3e3Jd9scR01RF0CLRGnlWqibnUnj5qXFiShmI0DqiiYYDuY5PQlaxGPACq3iYwByTpbJPFz8c%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=AVxigLLzsKpqVOFxAncqBXKy9Qi4CxD6uPUn%2FYmCtvFaZb5eTDZSjkzYNZP9BOWOWYFwtb3exLNY83LUkEzofoCSc42ba5mQDoHh1dPmqMTEXKaKYx9EyQuwQAYBD6cRieZCYBeYyvULENElUADMAWMcZRTe%2FIvJrkRJvOaEvqnZoymDlm5tBEG5tmwge4xd79SKnw60AiqZurPWww579lo%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=AVxigLKtNFysYzWIVQCcNwopQO8gesSJ0JcWtyBXNTiEqKgXb54iKxlwJJnQ5NMtAGtU0FAfB4c2%2FZEbuMfL89pr4W0Vm0EqjXoObZxtIOpmD1GNBZXnaxf6t8Xpj7oXlRF0J6BpygqmC86NF%2BTGIySgCbSMaK79zgTGqc2nePNuo5VPfbFrxRRAS%2BQQPnwGGV%2FXIs06cZQ0VXMckilYwPoUPqnu0w%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=AVxigLLj6cUBjXUXt3v38FY3rozvFJ9q8jhGqkGOPzb%2F7MB%2BsSx7Ziq9R6%2FlDlhW%2BJ32xhTOE2RV4fAr7xy%2Bi3Wai3CAgxuhiuvyWyyTlAKuMibc4mWholf1EOhD2T0UHFq98NFbHr5mVjyb6v2strcYMJevwwyKc2hB2%2FqeNY4Jbqg2BCQWjhOGywcgg7W%2BTwv0mryODBPz5dBDYv%2BlIeVDYSdIYu0%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=AVxigLKk35Y3h3v1xCbpvPATZXa%2Bwo0xEDhv8anfwr6ER78D9%2Bd6kNBZS4sILqEwjvdsyYheGHnd4ewNMp5rGOGYAYmDSyxL%2F7yvZpxucOiQ9SgKIeSPAWyg%2Fxl1wpvgpaaNAgTeQR44goMaYolrNSd9Hzh8irJdNdvXaqc6%2FnauQ93OCU6hi9znK45ZYVzbuA%2B%2F0z%2FI5rOvht%2FuwSPJQPuPdsM%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=AVxigLJn%2BLjc7JIyA%2FeRa5Fkvi0BsVi44yNPQOPM7LAIe4BrzGQLGl2fep1B5P53ZdEZ1DyJsnCI8xkqDivZc9mCg3WIGYrKabWA7%2FK0ZerNv7q2XYDYOurPKAtcMheM6jLMg86xBGzR11vV%2BMPH2Z8l8oLgDrec1FoBVvfDVgkBQKtOdDqccl8CMeXmFjgwcw9gbnMRvZIvehXl%2F9YtfDfbHw%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=AVxigLKKqNJCPF6F4H%2FkfGxjYoFDDt5JNfMOx7gPX2qD0gENoo0NYiWCD5R18yAeKw2voB12nOiwTBvaQRRNIERa%2FHYhHSYCeapKVGOiQLhCvTUe%2Bx75o5skdo9sOl1%2FxB499gL215sOCsUmIWdlNpkenB%2BZuIMvSvcCb3mD3vbecZK%2B9z06Dz5ncdxf7QVPC47DIhOrpZsE%2FMFIl81LdZz1Bzsxr8SsR6a0VTknyuueF%2BrbvQ%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=AVxigLKewIAlJ%2BJqXEGRa2uFUkVTNGUzTD0ZhTH7LD78xnBRxwYfkw7vbw6EJPeWumH73ThWZ24JXsSeF25ldZP%2FSf650O11dNW3VdZmrAMWo9vnki51Eayh6Ykm3sW2aYw1MN7hFF244ZNvk%2BeP3CnROCoR1jBMa%2FlOgw3Wt7b2Iexi8Kq4KgbTGfhqub28mYwBDOlTGUQxCzPs7UlawTGY97OD&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=AVxigLIxz58HcY0dtyTSlEmFzleeplO8jTtmsS7yKFF5GoMrb%2BE3aYwGviy1IIdB269XrY7dj8dj5PLzJrKSS1RJ%2FnvoK0oXFeIJILmyg8rA0ihMalEveCS83OToI2XvYNrOodAFlIqUMIrzg5I06mGO9txomE%2FHX9Jkax0HYR0nHOwZNBioPesMyyLmTb%2BuS%2F5k2CgL5oxRkQ370PTjk418qi3qzg%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=AVxigLIlLNWPijWyYEF%2B1cDe4OcCRfq03gjR6cK%2FfUgdljJg6lB%2BKX0FpQLpUBj17RUBONAqxwdw3%2FMAh1I8EgfiL%2BRUlEJs4lQhHBykmnY1unj3iCSi9zNsnj83Y4t9BGBYHoEW%2B1TjOR6I%2FgyViol43kuKf6BQyf2AcC%2BiaD53%2BQqb9eo3dT6kWLU28O4RDvzt3K3JVXzzwyOd1WqayyqStOlOyF1Vga8%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=AVxigLKBN0exqI%2FQ6%2BnH8WrFpK%2BYqVr9XXAcTVarTuUkOx53zfGCgC5g8nVEeWm9MnOJ2HGLVIEbrsMMx6VyYIHLBG4I8gjBglqgWLPRoFzgPhbPW9gESvz1B2w7SwIaKxfrBp1MCLH6fZKw7A4y4TQVjTC1vKewSN1n6jsHlI%2BWAWPm5HbDpqOaJ95sLVxN03XYCnvopmJnnzZqdqMYDEbVmWQ%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=AVxigLJTfQJluIABz4el05ulg1ogSV%2FXuYSAu5x0O5lds0DFhGEQB%2BGH4yEd9PEUajhR6%2FJQF8u7voIp47H56RY1QzxaiC20NPfCKdYPLsMIcweO46T3fschGk%2BNil6llY75ifTRYLGc5%2FU0m4SiXKBQlbSxjuFdVir5X2ynzGUN7tOF1laFnvYMsAieEgtBSFsUfXkH63zZ6lT7ubA%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=AVxigLIwStUxV1OhkUHYKDhGjropz9sZUFwa8inVhRcAzmjIR8zunIWNoIO1AoWuwcfe%2BeY5P%2ByKMo8WWYFRLGg67f2AlXU8zxQG2SRX1KsmeQuvswojBozdBtoUFPNfubESBqdupV1C3ylW%2BA4yXvHRYMN4%2BtmL8srwXnxAWJ82mykokYAwJ5VOwJJMiaYzduadKoZB8Q%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=AVxigLL6AtK0qypqgdNDh3BJ%2Fr%2BG95WbpHCQtJ%2BwzyIuvPz9lR6p%2B%2Fa9GZp2RAh%2BgnDa%2BN9M%2B3Svm36sE1eet8m%2FF1JkX7ghHZiqKYqr4TeoDYJ%2B25tW0fblHUVcnlGYxISoEIVHmscB8HAP%2B77goxgCBlqeZZkkLfvgmA9mn6JnJ2%2BnVad2HoAGVyDe%2FbSTSIgUVSc%2B&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=AVxigLJDDoeNwNKQ2n8ss3VYnWH0PJzw16xSn7aZ2c%2BNFIHTS9WAtX9OkloSf%2FE0LaDoVKQTbGu1J2NbDCLGMAoA15qEKQBPYOkgWjq8yU7DMcnLfkStuh7fYVOC2DemIIq6FyYQH7YFOTQ9EwMhovks1hmpm%2FmVAMhTRmoEL%2Ffl7%2BiRDVq7u6kvOrMsiKXnWSA4eYpbtYF00%2BY6lg%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=AVxigLJT32XRGKjckAkMDih%2FR8WllcCXVYYdJNcaH1S%2FmkcuFnrK%2Bg1MiNCTDpuV38kZ%2FMs6wscS%2BNEE1p3R3vnTC1f5DbQeIAJMHZf6K21VLhpKgG3d%2FkvLGvZShWGlX8iDSbYAIdi%2B977D9rFtxDK3q2IQOaDQPMmPtpMBVjjJ%2BzxBC5jRMyMZsYoPpdYmzYIiH%2B05UuXESABQwVbeEtRIB8XxKLbLdqs%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=AVxigLLWnZAAVCXQgvrS3ANorVf7tbQP412PT8QKlgRqqEunmAuO06EYisRd4tGlLOYNdsyFgaHqSsf2rNNB6TZLTxkKhU4ww54zQiGT0TmvXvExX3bA1zxZLryNePMn7if8QlmqgR18MOdzuUCPjsjaIu1tKNMmoIomyfnKeg%2BleIxunj0MEKM8U5Sz2CTd9rzfX3u9uZViVu94jLWrONhpdEgwP3mLHPHIL6g%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=AVxigLJc35ZaoG8sfm%2Fvan%2B4cKg9o1J402wN1BRmfFyE8g0vNOg5FpzXUl2x8zdPzhDZjP%2B8qvjOiBSlwxxLWUxfOR6Bsu0XFxFFpg2yIA%2FMMFakS0rNKgL8SJIOZUqbtP62LJbZANGf1wOexkUeT5xl%2FyzoHYtTGFLPjbte4VilFAHGK22PbDgL%2BcixH6PbU31WppDeSWjil%2BBBuU9mDHuMyBNE40KJcc4%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=AVxigLJDDoeNwNKQ2n8ss3VYnWH0PJzw16xSn7aZ2c%2BNFIHTS9WAtX9OkloSf%2FE0LaDoVKQTbGu1J2NbDCLGMAoA15qEKQBPYOkgWjq8yU7DMcnLfkStuh7fYVOC2DemIIq6FyYQH7YFOTQ9EwMhovks1hmpm%2FmVAMhTRmoEL%2Ffl7%2BiRDVq7u6kvOrMsiKXnWSA4eYpbtYF00%2BY6lg%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=AVxigLLB6UTda5w1OZRj9DiAF7OnxTDlDwSbCHLdLUHYY8MDglp6zuM8Ab9gTLNzsapl7wBJkUN0vTsmcGCI6O7Q%2FTsWVB2pHqi55qONG2aBdRR7ZtBRKzCZIBDGUEqazqsEsSxGy2NI07%2BWgcxr8HquUeiPAtN7seUB6%2B93Q9t4aaitqFE9kZ7oK7ldJTihtpNpxw0Tq22vVz4thLP0fQw%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=AVxigLILYw9qBBw3JkP1uLC23fV5Q1dXBLuYJhibacBPUJhQ2uChsfOkVdswgh2oGujomTNa1ims%2FjuI9NuIbeDcGSY8z1KjN%2BI%2FGmfVvnXldv7MsTtvTYi2AqbChVhUuvEqyc7P84hoL1cugKpe62K7MiKrZupMi37rLbpAtJCLXIxDMQ%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=AVxigLLnGo49%2FU6vYlEZv8fDahfcOFg7uqNda4zViDqTWrCbYZ7%2FSXQ%2BZzGP2bPhubiHNtXX765QtFwhkjfVW%2BQSP8kQerFt1hQ%2BlwQOraiFv6oCqTdIwWjesm%2FI2aAxygi5uRN5NW2QcC8TLsCXdwvVU8cEhkPdSzR9CWYnSjRkhB4vflZuraLANS4EPIoTnw%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=AVxigLLAyUclhn%2FQjjPhOZ42cfFVWEbxdZMVAw7UzI3XAMcAR5Yt1Qwes8w5n43Yz%2BqbMeE4Ox8tyP38HuU8u5yp81ygbCbEt6SDqf7UpuQ3jyDLs23rMVTo3UpB%2BLHk4wWWIlDkJsc%2FMw528GPMYQwoAgZUnIlIShn4DWK7sija&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=AVxigLLouzqEGaFywPU%2FUOrpspCeaaY97Iofufl2YNdT%2BgxqpYI3EsrFBG%2BjGdXub2UecjpQh2d9q%2B88gneXsuDQcdD3qS2w7pnrrl5VWZkcleHZQjtV3f7FUTucx10S2J44RT5%2BnGdX%2Fc11JTjQ9iVA4dZvayxs%2FO3tBIw%2F1db%2FKL9ZqMyhryr5WoUuKQ%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=AVxigLJAaCXx2GYaohc%2BpZ5LqDIARR5pfuqzvfTcVK38oVYwr8iU8Q3rA%2BvPFGRrQcoKXDP0kS0%2BkBWzJ1RybuwbxAqQhAij5CjtkCJVT0TQGecL3wCuL8fToiaJlxBdgxG6cpX23NUJQj1TpcbN1Q1ipMmWHOf8k3ppPMfezuIaBfevwWby03jHZUNuMi54%2Bbaf3aYZZlnUuQ%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=AVxigLKe5JNmnD6S206LkEEJW9nWpfbeKRwBouNiojXbuA8Yt7y%2Fa1Dzcozhzogi8kj88x%2BvslK%2Btf%2FIf6y5%2B1UMSHzs6rDe75mIFXAxwfLkeXeGbcFipwrUoi0N%2FVVDAxYu6ZIa5vQXfMOhVGvsSaWUYKHblk2p1L26IlaJPGd65fX8BInfJ0H1z6ECgA%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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&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=AVxigLI51errdUUXINdfRN5QidcNrCoYud9o1AdRKo%2BOyr5cNYf1v0b%2BxJF2QWMwx6UanDytVwS8m6UJGcieAFul8uJIaozxEWxUup4H5%2F7f6WwaMnj1LBoH9j%2BSsIAg1aJpDgsSGztY0F%2FiABeW1yMi5AExUtz7n3D0jbEC4Z%2BqxCbUQQ%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=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKFI8txlPWg3udWqVdyBXXzF9H2vT1WbJ2JMeesGu9PzFWwgqYSr7QNDJXcQMyu8Ezwbp%2BXLRxQEY8fOvnugXvdugxqeASBwU%2FE4iZd00x%2BQqZuvvXwWUAz7sSlD3AHKiT6qObLyJdPvFyrr6a9%2FksNm9rtENhFAV5lLZrCjqPk&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKF7W6YvxCk2ORH95Orp4bgFYuLYGn0OGabN8FNy95ZSRv2iIIHDyloFfV3NzTk5wHPtcSFwRvk4z3CJekWFxMSkzKjqj%2Fx2axeglXfP5ZZW7Fpc26ULu7m7AB%2Bp9%2BQXTzSkSbZ8yUkSgR587eob4FG3sRQhG%2F3Cos%2B%2FEpd5n0Hw4tUiHvTs%2Bzd8Zfy0eNp1w%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

[Platform](https://www.rayven.io/platform) > [Security, Governance + Hosting Layer](https://www.rayven.io/platform/security) > Deployment + Architecture

# Deployment + architecture.

Deploy Rayven where your data needs to live - SaaS, private cloud, on-premise or Edge - with identical platform functionality across all models and no vendor lock-in.

[![Free Assessment →](https://no-cache.hubspot.com/cta/default/8302174/interactive-190652051878.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLtfXzlzfDqWDL7WxyQEDR8utXChAkoZR3OXCHlletMxEW9TimIOgNVIzAQMk%2FHO74rmcmPNThby9%2F689P61mia%2FmjzlTEvzOMhelYORmv47Xd3n8jGcync2I09RE3BENNAJmEJNSCLKtCQ4v%2BYpzDNOP8YP6GoJMvsgl8xy8mmkQE%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=AVxigLKuETgFk7T9Qo48X8FVohNrGb%2BNyTWTHDLYAbRmRi69Noq9Knx6vlIztBHMdF0Kbpbh9UGm6JlwXFfl8Yxv0hQcKLsDkgSPSe9SEbODI02%2BlT3uhYORyRhd1TR%2FDq7Xmb2Y7ohGWSPamUoPY3jYNedJbdNGtm9GQgDhQ3dU9kOx&webInteractiveContentId=197574386499&portalId=8302174)

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

CAPABILITY OVERVIEW

## Deploy where your requirements demand.

Rayven supports different deployment models - each delivering identical platform functionality, the same security architecture + the same managed service.

 Choose the model that fits your data residency, latency, compliance + infrastructure requirements. Move between models as those requirements evolve. No rebuilding of platform configuration, workflows or application logic is required to migrate between deployment models.

Rayven's team manages the platform in all cases - you retain control of the infrastructure in private cloud, on-premise + edge deployments.

Deployment models available:

- SaaS via Rayven's managed cloud (Azure, default + zero setup)
- Private cloud - your own Azure, AWS or GCP tenant
- On-premise - hardware within your own data centre
- Edge - local processing close to devices and data sources
- Hybrid - combinations of the above for specific requirements

![Rayven ISA95 FULL - smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Diagrams/Rayven%20ISA95%20FULL%20-%20smaller.png?width=1000&height=650&name=Rayven%20ISA95%20FULL%20-%20smaller.png "Rayven ISA95 FULL - smaller")

KEY CAPABILITIES

## What Deployment + Architecture gives you.

#### SaaS - Rayven's managed Azure cloud

Deploy immediately on Rayven's own Azure infrastructure with zero setup overhead. Rayven manages everything - uptime, backups, patching + scaling. The fastest path to a production deployment with enterprise-grade infrastructure from day one.

#### Private cloud deployment

Deploy the full Rayven platform stack within your own Azure, AWS or Google Cloud tenant. Identical functionality to SaaS. Your data stays in your cloud environment. Your existing cloud agreements apply. Rayven manages the platform remotely; you retain control of the infrastructure.

#### On-premise deployment

Deploy Rayven on hardware within your own data centre for maximum data sovereignty + control. Suited to organisations with strict regulatory requirements or security policies that preclude cloud-hosted operational data. Rayven's team manages the platform remotely.

#### Edge deployment

Deploy Rayven closer to data sources for low-latency, local processing. Suited to industrial environments where real-time decisions must happen at the edge - reducing round-trip latency for time-critical control + automation workflows where cloud connectivity is constrained.

#### Dev, staging + production environments

Full environment separation with CI/CD pipelines, versioning + controlled environment promotion. Changes are tested in dev and staging before promotion to production. Configuration changes, workflow deployments + application updates go through a managed release process.

#### Portability - no rebuild required

Migrating between deployment models does not require rebuilding platform configuration, workflows or application logic. Rayven's architecture is designed for portability, protecting your investment in platform configuration regardless of where the platform runs.

HOW IT CONNECTS: EXPLAINER

## Where Deployment + Architecture fit in the Rayven Platform stack.

Deployment + Architecture defines the infrastructure model beneath the entire platform.

- The Integration Layer's connectors, IoT protocols + API endpoints operate within the deployed infrastructure - whether cloud, private cloud, on-premise or Edge.
- The Data Layer's MySQL + Cassandra databases run on the deployed infrastructure, with data residency determined by the deployment model.
- The Execution + Presentation Layers run all workflow logic + user interfaces on the deployed compute.

All deployment models deliver identical platform functionality - the same nodes, capabilities + integrations work identically regardless of where the platform runs.

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/security/deployment-architecture#>

USE CASES

## How Deployment + Architecture gets used.

#### Enterprise deploying within its own Azure tenant for data sovereignty

A financial services firm requires all operational data to remain within their own Azure tenant for regulatory compliance. Rayven deploys the full platform stack within the client's tenant. Rayven's team manages the platform; the client retains control of the infrastructure. Identical functionality to SaaS - without data leaving the client's environment.

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

#### Industrial operator deploying Edge nodes for real-time on-site control

A mining operator requires sub-millisecond response times for control automation on-site. Edge deployment nodes run Rayven's workflow execution engine locally, close to connected assets. Real-time control decisions happen on-site; processed data syncs to a central cloud instance for reporting + AI model updates.

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

#### Partner deploying isolated private cloud instances for high-security clients

An MSP serving defence + government clients deploys dedicated private cloud instances per client - no shared infrastructure. Each deployment runs in its own isolated environment with its own data residency, security controls + compliance configuration.

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

## Rayven Deployment + Architecture FAQs:

### What deployment options does Rayven support?

Rayven supports three deployment models - fully managed cloud (SaaS), hybrid edge-cloud where processing happens close to the source, and on-premises for organisations with strict data sovereignty requirements. See the [Security Layer](https://www.rayven.io/platform/security).

### Can Rayven be deployed on-premises?

Yes. Rayven can be deployed within a customer's own data centre or private cloud environment. This is common for regulated industries, defence-related organisations, and deployments with strict network isolation requirements. See [Hosting + Management](https://www.rayven.io/platform/security/hosting-management).

### What cloud providers does Rayven support for hosted deployments?

Rayven's managed cloud deployments run on AWS and Azure. The choice of provider can be matched to existing infrastructure, data residency requirements, or enterprise cloud agreements. See [Hosting + Management](https://www.rayven.io/platform/security/hosting-management).

### What is the Rayven Edge deployment model?

Rayven Edge places lightweight processing nodes physically close to data sources - such as factory floors or remote sites - reducing latency and enabling local operation if connectivity is disrupted. Data is synchronised to the central platform when available. See [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols).

### How does Rayven handle high availability and redundancy?

Managed cloud deployments use load balancing, redundant database replication, and automated failover. Architecture is designed for high availability with defined recovery time objectives for critical components. See [Hosting + Management](https://www.rayven.io/platform/security/hosting-management).

### Can multiple Rayven environments be maintained?

Yes. Separate development, staging, and production environments can be provisioned, allowing changes to be tested before promotion to the live environment. Configuration can be migrated between environments in a controlled manner. See [Governance + Controls](https://www.rayven.io/platform/security/governance-controls).

### What databases does the Rayven platform use?

Rayven uses MySQL for structured relational data and Apache Cassandra for high-velocity time-series data. This dual-database architecture is optimised for both transactional and time-series operational workloads. See [SQL + Cassandra Storage](https://www.rayven.io/platform/data/sql-cassandra-storage).

### Does Rayven support containerised deployment?

Yes. Rayven's platform components are containerised using Docker and can be orchestrated with Kubernetes for scalable, consistent deployments across cloud and on-premises environments. See [Hosting + Management](https://www.rayven.io/platform/security/hosting-management).

### What are the network requirements for a Rayven deployment?

Cloud deployments require outbound HTTPS access to Rayven's endpoints. Edge deployments need reliable connectivity to the central instance and inbound access from data source protocols such as MQTT, Modbus, or OPC-UA. See [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols).

### Can the deployment architecture be customised for enterprise requirements?

Yes. Rayven's deployment architecture is configurable. Compute sizing, database storage tiers, network topology, and backup schedules can all be tailored to match enterprise performance and compliance requirements. See [Hosting + Management](https://www.rayven.io/platform/security/hosting-management).

## Also in Security, Governance + Hosting:

### [White Labelling Custom domain, branding, colour palette + multi-tenant configuration for client-facing applications.](https://www.rayven.io/platform/security/white-labelling)

### [Hosting + Management Managed cloud hosting on AWS + Azure, SLA-backed uptime, automated backups + disaster recovery across all deployment types.](https://www.rayven.io/platform/security/hosting-management)

### [Users, Roles + Access Role-based access control, SSO, MFA + workspace-level permission management across all users.](https://www.rayven.io/platform/security/users-roles-access)

### [Usage + Metrics Real-time visibility of platform usage, workflow performance, data volumes + resource consumption.](https://www.rayven.io/platform/security/usage-metrics)

### [Enterprise Security Encryption at rest + in transit, network segmentation, secrets management + compliance-ready governance.](https://www.rayven.io/platform/security/enterprise-security)

### [Governance + Controls Data retention policies, deployment controls, rate limits + environment isolation across the platform.](https://www.rayven.io/platform/security/governance-controls)

### [Audit Trails + Logs Complete, immutable records of every user action, data change + workflow execution across the platform.](https://www.rayven.io/platform/security/audit-trails-logs)

## Want to discuss your hosting requirements?

Tell us where your data needs to live and we will walk you through the right deployment option for your environment.

Join the Shift

## Discover the easy way to do something new.

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

[Book a free assessment →

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

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

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

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

<https://www.rayven.io>

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

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

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

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

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

 

<https://www.rayven.io/platform/security/deployment-architecture#body> 

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

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

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

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/security/deployment-architecture#breadcrumb",
  "@type" : "BreadcrumbList",
  "itemListElement" : [ {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io",
    "name" : "Home",
    "position" : 1
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform",
    "name" : "Platform",
    "position" : 2
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform/security",
    "name" : "Security Layer",
    "position" : 3
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/platform/security/deployment-architecture",
    "name" : "Deployment + Architecture",
    "position" : 4
  } ]
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/security/deployment-architecture#service",
  "@type" : "Service",
  "areaServed" : [ {
    "@type" : "Country",
    "name" : "Australia"
  }, {
    "@type" : "Country",
    "name" : "New Zealand"
  }, {
    "@type" : "Country",
    "name" : "United States"
  }, {
    "@type" : "Country",
    "name" : "United Kingdom"
  }, {
    "@type" : "Place",
    "name" : "Global"
  } ],
  "category" : "Security Layer",
  "description" : "Rayven is available as a fully managed cloud platform, a hybrid edge-cloud deployment, or a dedicated on-premises installation. Architecture is designed for enterprise-grade availability, redundancy, and scalability across cloud, edge, and private environments.",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/platform/security#service"
  },
  "name" : "Deployment + Architecture",
  "offers" : {
    "@type" : "Offer",
    "availability" : "https://schema.org/InStock",
    "url" : "https://www.rayven.io/book-demo"
  },
  "provider" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "serviceType" : "Rayven Platform Capability",
  "url" : "https://www.rayven.io/platform/security/deployment-architecture"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/platform/security/deployment-architecture#webpage",
  "@type" : "WebPage",
  "about" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "breadcrumb" : {
    "@id" : "https://www.rayven.io/platform/security/deployment-architecture#breadcrumb"
  },
  "dateModified" : "2026-05-21",
  "datePublished" : "2026-05-15",
  "description" : "Rayven is available as a fully managed cloud platform, a hybrid edge-cloud deployment, or a dedicated on-premises installation. Architecture is designed for enterprise-grade availability, redundancy, and scalability across cloud, edge, and private environments.",
  "inLanguage" : "en-AU",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/#website"
  },
  "name" : "Deployment + Architecture | Security, Governance + Hosting | Rayven Platform",
  "speakable" : {
    "@type" : "SpeakableSpecification",
    "cssSelector" : [ "h1", "h2" ]
  },
  "url" : "https://www.rayven.io/platform/security/deployment-architecture"
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "FAQPage",
  "mainEntity" : [ {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven supports three deployment models - fully managed cloud (SaaS), hybrid edge-cloud where processing happens close to the source, and on-premises for organisations with strict data sovereignty requirements. See https://www.rayven.io/platform/security."
    },
    "name" : "What deployment options does Rayven support?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Rayven can be deployed within a customer's own data centre or private cloud environment. This is common for regulated industries, defence-related organisations, and deployments with strict network isolation requirements. See https://www.rayven.io/platform/security/hosting-management."
    },
    "name" : "Can Rayven be deployed on-premises?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven's managed cloud deployments run on AWS and Azure. The choice of provider can be matched to existing infrastructure, data residency requirements, or enterprise cloud agreements. See https://www.rayven.io/platform/security/hosting-management."
    },
    "name" : "What cloud providers does Rayven support for hosted deployments?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven Edge places lightweight processing nodes physically close to data sources - such as factory floors or remote sites - reducing latency and enabling local operation if connectivity is disrupted. Data is synchronised to the central platform when available. See https://www.rayven.io/platform/integration/iot-devices-protocols."
    },
    "name" : "What is the Rayven Edge deployment model?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Managed cloud deployments use load balancing, redundant database replication, and automated failover. Architecture is designed for high availability with defined recovery time objectives for critical components. See https://www.rayven.io/platform/security/hosting-management."
    },
    "name" : "How does Rayven handle high availability and redundancy?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Separate development, staging, and production environments can be provisioned, allowing changes to be tested before promotion to the live environment. Configuration can be migrated between environments in a controlled manner. See https://www.rayven.io/platform/security/governance-controls."
    },
    "name" : "Can multiple Rayven environments be maintained?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven uses MySQL for structured relational data and Apache Cassandra for high-velocity time-series data. This dual-database architecture is optimised for both transactional and time-series operational workloads. See https://www.rayven.io/platform/data/sql-cassandra-storage."
    },
    "name" : "What databases does the Rayven platform use?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Rayven's platform components are containerised using Docker and can be orchestrated with Kubernetes for scalable, consistent deployments across cloud and on-premises environments. See https://www.rayven.io/platform/security/hosting-management."
    },
    "name" : "Does Rayven support containerised deployment?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Cloud deployments require outbound HTTPS access to Rayven's endpoints. Edge deployments need reliable connectivity to the central instance and inbound access from data source protocols such as MQTT, Modbus, or OPC-UA. See https://www.rayven.io/platform/integration/iot-devices-protocols."
    },
    "name" : "What are the network requirements for a Rayven deployment?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Rayven's deployment architecture is configurable. Compute sizing, database storage tiers, network topology, and backup schedules can all be tailored to match enterprise performance and compliance requirements. See https://www.rayven.io/platform/security/hosting-management."
    },
    "name" : "Can the deployment architecture be customised for enterprise requirements?"
  } ]
}
```