---
title: 6 Types of IoT Platform | What They Do + How to Choose | Rayven
description: There are 6 main types of IoT platform and their all quite different. Explore the different types, what they can do, and some real-world examples.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Power-Plant-Sea.jpg
---

[![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=AVxigLLykU7yazq8vWSgsw6RbEoppX9T%2BvEaCdnZSfpzuKwJA9LxLBy9JfucCyQsKYZ%2BDbEy6ICGzXWZgxdL%2BA1o0fnTzXfP2zWUaVzYW%2FAI01KoE9Ute7MB4k1IBgo7IDBJuiCpJQ%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=AVxigLLykU7yazq8vWSgsw6RbEoppX9T%2BvEaCdnZSfpzuKwJA9LxLBy9JfucCyQsKYZ%2BDbEy6ICGzXWZgxdL%2BA1o0fnTzXfP2zWUaVzYW%2FAI01KoE9Ute7MB4k1IBgo7IDBJuiCpJQ%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=AVxigLJdbooWzbxh%2FTCA0uTqY2Q%2BmIJkX43UEba9mF6lmhFCIlGfgz4Jcc0vvkHyUtju8wMz9HjUxlO7plLCLKTMFmRy32L6ZOICmWgNtDlprsxYEBMwcwYqKNngylZ2iFxoTmg0Z8hWfAB8LjrzM4rBzhuEAA8neRYqKTyXgWkVbEyzF9h3iEoPxJ7baz4y7mVXowKT799YapqEHYejAND2HQ%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=AVxigLIghW4K8ifBV%2BrFwrSp5umtsxGooQi8cEfrX5e0GZh1ZWfL3GDQz6I%2Bf4KA52eHkZs99spQYCqgZNX7ik%2BLhx3F%2BsEoCuiqGjCOJ3EKDbp5k%2F6RFDwKMCRCxjpXGYK7vaTs5%2B%2B5i5Z7Ga3SbYmr0TFsS1eYX%2B4uUy%2FrY9l%2FwsoHJvxGgIPaz7osO9BRqnJwq7Inx2ICrYw7fg%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=AVxigLKA8OXCzqmHkfsnPyeuPg%2BtU9gONfN%2Fexn4QkYyGG6qvDKR0X%2FFI%2BGQkM4cBt5w7G6qATLc6uza8PVz5jgX3qiOySkNK1tgJ5890jWVKZ8YG02cHDZ%2BHSmML7uP%2FJS5I1sC7R0TOyZbPHUn%2F981xBFbjl9qzt54zLdWwZ0saJjF0qSUlSKrGwt0X7o5wMWdOof2IGcZ4Mr%2F1g%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=AVxigLIw2X%2B2XAnGbMattqAGerqJhjRtBxy%2BjqXGRA6%2FbwRmlMFf3AFDlperJsJaJ6K0Ew%2FfZSVb0jcH69g0%2F%2FkeAptCy3PXp37IWJdMBft79ZJMM%2Bt7A7LGhwQBecaapLTwt42707oM51Rp9Sd9mHHQksrxTX%2BTO1DcG4%2Biyz5SJwHsZNyjEQ6Qyge5x%2BuhezJ1qxHx6iKtYYSXV%2BjK%2F%2FfhcxI%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=AVxigLJr27xN%2BwBzCTZ%2Fy7CXGaWtRkIE%2F7tQW49JwfEq0%2F1SrdEj46vDOANyEzOJ05gBhS4%2FpmferaEMVO0LgbhPxz9nzq9N9RN0nwVCrQd8%2F0K3GNJs%2BTvirhv4iFaUdlEWUhDVJHwdiVa88l35WSOAKGCwls0MCWw46MYh56xPNt7B81dt6bqLpUWUnvaWDfVTFE61GMC3K4g8bP8o5uU%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=AVxigLJQK1G0JUgBpGqE3q9EzG%2BMKAKu%2BKLqV8pjBjCrLqSDZlNyXCoHrDsqlFHULCWqIXIXEt79pSbAWth%2FImxQ%2BqwHzzlxSA%2FyDNlTqaxuH2Y5q2ZhdxNRjCz6y2mGv4vsRhSJs5%2BiHdTewkf08EX1HI%2Bflhc9dZbMjLtNzT6cX3Sb9erPfGEK5U6gzi%2FpYjxA8K47at4Srnri%2BuoZmsL%2B22h8eA%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=AVxigLJO2RSxOR%2F563DFtLnUVJ0EsEaXzGfj8zovoIEr6ig%2BK7MHw6jopBpysElOu2aLdU2u%2FU53ByLQVwpa3AAlBw2OHPawpM8X1Mb2aeQu2A0uNvzCagn%2FNxV1rZXmOzil96n%2FWchgKvk6TEYSHhSgIjouRyLNLwrF5q9tEBdJV7Pgq%2F5z3k2QjziAFYXrEd37fJDAlNm%2FKnNeqlYOu69Oy%2Ft%2FrPM%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=AVxigLIT9ChbA5T0KMoe1rxq7OhTkpKSIbgQ9pPvMsKKHleFk5feOVQQq8jXtb8kw7tBGBKbDM4FLC0BNgWADhShGj3GsfiuI4HkjEfYrtWv%2BZQbGsrUbc76wSmxKM5O%2B97hAg1J6JbJx2GO7qXE8oZg7mQGd%2Bk1iU27ZT9%2F4BSFfZKWgEgZ8iuZUiHpaGn9rl68qkqa%2F77rj5fiptAWo5%2Flc9M%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=AVxigLJZGBAsyU%2BzGuBfqgnqlbuW7igYfzGbRbxFfpHokYe7ivmE%2B1hjQij12uGuJe%2BvcNfLHQuA%2BcSpS%2B2h1JXz6QEI4ySdjploiasLIEDa4bRIl8rSch89YVNmflIQ1w515V%2FhHAzKPkwgHUPxWoKEKyG7rz%2FgKGRfTVdWFDLUWBQvBmtR0MoPvSX4QhrHKrwwghxs9n%2FEJKr0EAbhRUTVng%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=AVxigLKYTcBqBGiM4mFMxXqHNt0Obq1u361jx0Nu2Wqyb%2BhL%2FxqtVjE5UJ5N%2F1nYc6JZGHcduUOthlWcLMT5negk5coK59CM0F7l2ExSGLhc%2FYOZVVA9kHnPuvbEWiMwTo1JHuPLuAD%2FR65zj16tQTFyy%2B2%2BCS1QWeutR%2Bwlwk2eOivt12L8A3xzeAuDkV13nI%2BVj9BAorc66YRvuJjl687VjSny%2FqehgTGOjJhQ80fXL11gWg%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=AVxigLIc3Z7YquxI1OGPHQFFoIqBNy8Vu9%2FDdNeS6qZrHE%2F%2BKEx%2FtPU637%2ByD6xAfuIvcsr%2FiLG4SZAnQv0GoIRDTod3sGspRw9W03JSTDsVCBBVaBLZHX7anzX3kcRCOsFfNdasxp6AuQz1gASJpw9VUyovtFWornqJe8m78Q76TmAap5EeD05dvHPz5yf1vstw1V6p2qEWsWXjOgeeOgM6Dyou&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=AVxigLLkgvZq1ymasSpuwkEOdL5Q0Of6BVJLM%2FUK4vtRJEoR%2B8ZpHqhv8PJBYJYKqMCrwDIngXe936wR4o2UfHpUcMPnlll9Nnr7ynujnuIAWvyubjTycZc%2FopOc%2FQwBMRIPMsKFX0ZJoA5FF2%2Bi%2FKx5MtTTS%2FE0Fvf6YF7h1OMByeg5XyQvwYzbzi5PsiXYDrgLvNuL2tMTm4fUvFevO0o5HFAGpA%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=AVxigLL9yHCFVqtroLNCpq6qSRTAS2Zv%2Fz40g7toJqiDF0bup5jsBzDfeIca%2F9dWH%2BRrwxUeaQhzxwxd3sLnTQZx%2B9L3a5ciBbGMmqlR0Q6C3y6ZJLjaFQCWMRg0O96E6DikUWViVErnkJiwbiWnxZZvwUYHQy%2FbLxoIsKgi%2Fp1rVF6B2WUZDBhUOFH3NhNfpjHYyGsCbJgcdDMXJ983w4aSJyBJFGRfxE8%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=AVxigLLWwExU0KwwYqx0bM5V0tmVzfK7Jt9KMQV%2Bygq13MlRF0BAkXsr2bw7Yjjso%2BultELavRvljr5%2BNbzTpPctIG0O2oD9Y%2B69NnvVeitR71aW5fFy0E6rJlHjV6UWDMpqkfJDlRlYjaPP19W4%2BAGXRch1z9LHI3IyK1%2B3lrBXPXspkLfLbSmjsoidE41zG1qTxXIzy783hwlyJikyitXl9Ic%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=AVxigLLhr4v6vjqHI6Gk%2BdKB7%2Fz70VsGOx%2B1L8Jfp5Th3zu9xZIkisW6UiLCtQ77XrymGrhqq6sCHnL9nRPEl3BgRfct%2BobHjckKsqJhF189ZUclC5y16xM0EfFjsEiuZxsSc7V4gAt9VGcxKu9zQISN6Ro%2FZaZ4wnYMWxNIZz3OC0idCGtALQroKxYyWanfPpYhpQEiqtdvVfgQYIs%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=AVxigLIlCvB4gFoni48ZW6soOKLVdgOjTtpKS%2F6vsckqk2oiD8kSwY9CZzR4I1EXiixcJ2o2JeCLUiB9aEFBcpCHIkS6bBgKKcSNhMDFnHys6ld1zDOk5VxGN8OTafP0ix8vPnZyyQf05ePHbaZlVKxc%2BpX%2B81kEKqiYg7sEMUjn5TpengFEuRbudMmcv%2Byapx6FNOa8YA%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=AVxigLKpHUcmWTzeGvmWdEEpRg4CmfYmD%2FOAeRKrTpDpchTTkc%2B0G5g56zn%2BvupUpQjzs5U9Pg9LN7nnLHRWfUr24qVv%2FRWSXXBNtHLO7BHXbx11f%2BTnZbwQC55R4AI%2FkFQOFoNyyqoOY%2BbkyH8ekQotjWM4ug0SUK8rseJmEoxVM7e377%2BHx3xLkg9wl8VkcliLFYQx&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=AVxigLKFC%2BryVq15LssBRssrQ25P0JCt%2BJpzyszDuoZin23WdhYc5JLCO0Aafd%2Bg3mfJOtfN79Im38eMtmnvTfuNIqo6SCrgROisKN5CSDXMJCozsfjQE9dYcafa9QmzE3WN8PtqRrMJQ%2B9ViFuLW5w5J7%2Fd0oSgzCeS9PuL8pZrPcBZqeJ2NEBL%2BW7ymxsmaBkoVoq1%2FpNyBuG%2BJA%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=AVxigLJbDWCcVDFHvo4yBb1eTsPBargJaBFVtysboA4FRyLXmZcwsLP288Wu7HOnjSJts72c0wMtgUui6JHrzyirjcGAYewPN2ooKTmrBph93cMlOPXRzRbUn9WGc8DUlCPnzKBJeFnDYxq0wEMRcAi3Prcthg8Y%2FpAmjxTOfXbWLNtVI2NoKVeRqFO74JCdLKvcE64BHRdwceBItDw0mvATEXAfpcUNH5M%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=AVxigLJ7miFLqs%2FUcpqKzO72LPTsQ0ViMcDZgXhXQhBnch5al5yiwPFVQhxtrtdKjcBSDljZ9adlJuUj3nPk%2FbTe8hkhACAGkzszD7udovIyTm34vDDul1bzHNvdpe6FWOl%2BD7a97qmGPavfELxDWZX2w3Fr%2FDc%2FA%2FfnEZOiHih98o%2Fvi%2F8RWnRQJBes5D%2Bid7%2FKzlaKhTeyiq4gbtXTQ6S0lvc1%2F4zsUTj%2B8yA%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=AVxigLKU43uKmIOKCmgFg59OVhba49FTsk%2FRfnFqq1cdfX%2BedDPOWDIDEslyPrBnMXmIz6G63ANCNRPs2gCYKSst%2FcELLNTVoan9mMpZuZlzKDh87vd7HHcCSXYo93c8g7kjtr5H6zCtgLzSExGIDqCwil1ZffS1AUKpJ%2FwjNUEiO%2Fz4nTfK7j8XKeAwPZfWyCTA7c859W9HiwQcHShTW%2BD6BvT9%2FsHmZ4o%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=AVxigLKFC%2BryVq15LssBRssrQ25P0JCt%2BJpzyszDuoZin23WdhYc5JLCO0Aafd%2Bg3mfJOtfN79Im38eMtmnvTfuNIqo6SCrgROisKN5CSDXMJCozsfjQE9dYcafa9QmzE3WN8PtqRrMJQ%2B9ViFuLW5w5J7%2Fd0oSgzCeS9PuL8pZrPcBZqeJ2NEBL%2BW7ymxsmaBkoVoq1%2FpNyBuG%2BJA%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=AVxigLIfxTkMvzyyl5HqthbXAQn1gpPGwTxVewkcQRqf%2Fbgv%2Bk4WHn3oLl5V5clI7T9nTx2VA%2Bh9445q1%2B1jeGv3XE6eSsN463G1ec2FCXlRMU2ZXqgZK5UmK9rh%2B%2BGk%2B52F43YDzTZp4%2BuERl9Z8tpwjupbQFZW8ryh6D9SjvopTWxzTK7DkVAfzbQGIYKybvAR6soRrdPtnLU%2BjVOkYgs%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=AVxigLKc1QbX0ceFVctHbI5xcC6kmfjvC3OYGZgZZE61Tm%2FO5m0Gr069f%2F6MgCIPot%2BWtiurm8DNQU7STgT6KMeR9NKFmULbBm8lNiYUovej1WSSQbHVktOvmeBV2PhUYakUbBnQWdcuWe3B9ftlNm3xQdpYnaoc%2BVkVmEYPxwUjehPCcg%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=AVxigLL6vDZpkgPl78XcbDt5o31WlrCQmhd8rye11w25QCQDRw2rJdmz49W6ga3NqWacPD4ulPvFzcoXpzUHssdSs5yrUTFdiOwBOA4C%2BgDhHkLsKLedVJvwmaJ9UCDzcMu3d1AcApnA5VU4iSsxfm2kLtxbGchQQP2S9dadw9Dv8qvF7CinsFV7J%2FdBYYI0Uw%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=AVxigLLYOPw%2FUDUwomEPS3RXguVcjef1f%2F1nnWuXqUiEEyIjWwi76EIaGl4Gc3I%2FWmu9H4OeF7dx5dD1EtkwK4i8m0cYyUAO1mNIN1CX4cO8ur1b9IYYzau64iJugYtWa6mwc3HtvjE%2F3i30EvoN35C2vWTVnLJcKMaeBpImSHxF&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=AVxigLKJv6vF%2FDHPjQ%2BvQ5Y6bRO4lmL8wiN9tfCTB749mHgkFQ2ITvPTWtE6JvM84DRYk53CtGVARQ%2BaHd675Uu2pU97Unv0OfD%2BI4k1PfLPTK8R7OH23yCHv%2B5gU51IIt%2Fr8Q1rlmauEDvzsOJwSEYBBAdbl3QHmrwRnwN2EgGx%2F1urwJDoabBprqF1aA%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=AVxigLIiKNxWnh557bbyusWr9GZeHCEADL8eJstjIVjBmsJkc1N%2FNT5qnl8aPrk6%2BhOI1x8KgUcdYUxRs3nzbd0%2B4Cw8FTS9B%2Bp9NN2OCspxHLDI0MZvx2UzZWYXzjpz69wJjcuujJiDC7MzAqpUINtpTXEo9i8J4GPHxMRpMNkj%2B3yU4c%2BcoPxzPQ5xdwAOFOTzoXvcIpIvFA%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=AVxigLKwtgRrTUEf4BpEKLbLL9KqfrIYWccxOaxRY3GMsql9Jx348gPTrc8S%2FQylAgZBBpgOxkQbmREshB%2BJAY2GSuRiGLOvvMSD8G0HYtecbUkpv0%2BA8kOFbZ3jCNttTZ94EhguwIpnQkqfUhaez5B%2FFGTBXz5nnqIwpZHjZpkaKwtFYaeTsgDQcGqCVg%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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLJmMRjTPHXK5xF6tuPKyMyL7lYXfKU0b17v1HH48NCD9uqZEzio1jAumfZ5DRyAx1sbe5YL8kwOjNWgEysQuUfUj4ZZgNHZHK4Y0ZSpsW8cWPq%2FCzyAOKztTIhV7IcJ74itf6asTaqnkI%2BlSl1xnHnk8Wqiaco7lBKmakBkK3hygw%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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLJl%2FuQ%2Boo3%2FlKrnHPIercPlf5u33P6ZoYCoKdwk0C9nM8IHETrIEfeL3EJpOdQVUpwgDnkrij4BszL0tXdSJy3W2mVjx2xEKk7SVTydj3zmx1m40iBdmQUQXfbRl3K5%2BNZSuNC5SMrc9KV2LWMdaGEluboFZFIYYX09l4TCEHZKOnIZlkEMGRwy8%2FAnCcbVvA%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=AVxigLLykU7yazq8vWSgsw6RbEoppX9T%2BvEaCdnZSfpzuKwJA9LxLBy9JfucCyQsKYZ%2BDbEy6ICGzXWZgxdL%2BA1o0fnTzXfP2zWUaVzYW%2FAI01KoE9Ute7MB4k1IBgo7IDBJuiCpJQ%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=AVxigLLykU7yazq8vWSgsw6RbEoppX9T%2BvEaCdnZSfpzuKwJA9LxLBy9JfucCyQsKYZ%2BDbEy6ICGzXWZgxdL%2BA1o0fnTzXfP2zWUaVzYW%2FAI01KoE9Ute7MB4k1IBgo7IDBJuiCpJQ%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=AVxigLJdbooWzbxh%2FTCA0uTqY2Q%2BmIJkX43UEba9mF6lmhFCIlGfgz4Jcc0vvkHyUtju8wMz9HjUxlO7plLCLKTMFmRy32L6ZOICmWgNtDlprsxYEBMwcwYqKNngylZ2iFxoTmg0Z8hWfAB8LjrzM4rBzhuEAA8neRYqKTyXgWkVbEyzF9h3iEoPxJ7baz4y7mVXowKT799YapqEHYejAND2HQ%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=AVxigLIghW4K8ifBV%2BrFwrSp5umtsxGooQi8cEfrX5e0GZh1ZWfL3GDQz6I%2Bf4KA52eHkZs99spQYCqgZNX7ik%2BLhx3F%2BsEoCuiqGjCOJ3EKDbp5k%2F6RFDwKMCRCxjpXGYK7vaTs5%2B%2B5i5Z7Ga3SbYmr0TFsS1eYX%2B4uUy%2FrY9l%2FwsoHJvxGgIPaz7osO9BRqnJwq7Inx2ICrYw7fg%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=AVxigLKA8OXCzqmHkfsnPyeuPg%2BtU9gONfN%2Fexn4QkYyGG6qvDKR0X%2FFI%2BGQkM4cBt5w7G6qATLc6uza8PVz5jgX3qiOySkNK1tgJ5890jWVKZ8YG02cHDZ%2BHSmML7uP%2FJS5I1sC7R0TOyZbPHUn%2F981xBFbjl9qzt54zLdWwZ0saJjF0qSUlSKrGwt0X7o5wMWdOof2IGcZ4Mr%2F1g%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=AVxigLIw2X%2B2XAnGbMattqAGerqJhjRtBxy%2BjqXGRA6%2FbwRmlMFf3AFDlperJsJaJ6K0Ew%2FfZSVb0jcH69g0%2F%2FkeAptCy3PXp37IWJdMBft79ZJMM%2Bt7A7LGhwQBecaapLTwt42707oM51Rp9Sd9mHHQksrxTX%2BTO1DcG4%2Biyz5SJwHsZNyjEQ6Qyge5x%2BuhezJ1qxHx6iKtYYSXV%2BjK%2F%2FfhcxI%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=AVxigLJr27xN%2BwBzCTZ%2Fy7CXGaWtRkIE%2F7tQW49JwfEq0%2F1SrdEj46vDOANyEzOJ05gBhS4%2FpmferaEMVO0LgbhPxz9nzq9N9RN0nwVCrQd8%2F0K3GNJs%2BTvirhv4iFaUdlEWUhDVJHwdiVa88l35WSOAKGCwls0MCWw46MYh56xPNt7B81dt6bqLpUWUnvaWDfVTFE61GMC3K4g8bP8o5uU%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=AVxigLJQK1G0JUgBpGqE3q9EzG%2BMKAKu%2BKLqV8pjBjCrLqSDZlNyXCoHrDsqlFHULCWqIXIXEt79pSbAWth%2FImxQ%2BqwHzzlxSA%2FyDNlTqaxuH2Y5q2ZhdxNRjCz6y2mGv4vsRhSJs5%2BiHdTewkf08EX1HI%2Bflhc9dZbMjLtNzT6cX3Sb9erPfGEK5U6gzi%2FpYjxA8K47at4Srnri%2BuoZmsL%2B22h8eA%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=AVxigLJO2RSxOR%2F563DFtLnUVJ0EsEaXzGfj8zovoIEr6ig%2BK7MHw6jopBpysElOu2aLdU2u%2FU53ByLQVwpa3AAlBw2OHPawpM8X1Mb2aeQu2A0uNvzCagn%2FNxV1rZXmOzil96n%2FWchgKvk6TEYSHhSgIjouRyLNLwrF5q9tEBdJV7Pgq%2F5z3k2QjziAFYXrEd37fJDAlNm%2FKnNeqlYOu69Oy%2Ft%2FrPM%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=AVxigLIT9ChbA5T0KMoe1rxq7OhTkpKSIbgQ9pPvMsKKHleFk5feOVQQq8jXtb8kw7tBGBKbDM4FLC0BNgWADhShGj3GsfiuI4HkjEfYrtWv%2BZQbGsrUbc76wSmxKM5O%2B97hAg1J6JbJx2GO7qXE8oZg7mQGd%2Bk1iU27ZT9%2F4BSFfZKWgEgZ8iuZUiHpaGn9rl68qkqa%2F77rj5fiptAWo5%2Flc9M%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=AVxigLJZGBAsyU%2BzGuBfqgnqlbuW7igYfzGbRbxFfpHokYe7ivmE%2B1hjQij12uGuJe%2BvcNfLHQuA%2BcSpS%2B2h1JXz6QEI4ySdjploiasLIEDa4bRIl8rSch89YVNmflIQ1w515V%2FhHAzKPkwgHUPxWoKEKyG7rz%2FgKGRfTVdWFDLUWBQvBmtR0MoPvSX4QhrHKrwwghxs9n%2FEJKr0EAbhRUTVng%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=AVxigLKYTcBqBGiM4mFMxXqHNt0Obq1u361jx0Nu2Wqyb%2BhL%2FxqtVjE5UJ5N%2F1nYc6JZGHcduUOthlWcLMT5negk5coK59CM0F7l2ExSGLhc%2FYOZVVA9kHnPuvbEWiMwTo1JHuPLuAD%2FR65zj16tQTFyy%2B2%2BCS1QWeutR%2Bwlwk2eOivt12L8A3xzeAuDkV13nI%2BVj9BAorc66YRvuJjl687VjSny%2FqehgTGOjJhQ80fXL11gWg%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=AVxigLIc3Z7YquxI1OGPHQFFoIqBNy8Vu9%2FDdNeS6qZrHE%2F%2BKEx%2FtPU637%2ByD6xAfuIvcsr%2FiLG4SZAnQv0GoIRDTod3sGspRw9W03JSTDsVCBBVaBLZHX7anzX3kcRCOsFfNdasxp6AuQz1gASJpw9VUyovtFWornqJe8m78Q76TmAap5EeD05dvHPz5yf1vstw1V6p2qEWsWXjOgeeOgM6Dyou&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=AVxigLLkgvZq1ymasSpuwkEOdL5Q0Of6BVJLM%2FUK4vtRJEoR%2B8ZpHqhv8PJBYJYKqMCrwDIngXe936wR4o2UfHpUcMPnlll9Nnr7ynujnuIAWvyubjTycZc%2FopOc%2FQwBMRIPMsKFX0ZJoA5FF2%2Bi%2FKx5MtTTS%2FE0Fvf6YF7h1OMByeg5XyQvwYzbzi5PsiXYDrgLvNuL2tMTm4fUvFevO0o5HFAGpA%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=AVxigLL9yHCFVqtroLNCpq6qSRTAS2Zv%2Fz40g7toJqiDF0bup5jsBzDfeIca%2F9dWH%2BRrwxUeaQhzxwxd3sLnTQZx%2B9L3a5ciBbGMmqlR0Q6C3y6ZJLjaFQCWMRg0O96E6DikUWViVErnkJiwbiWnxZZvwUYHQy%2FbLxoIsKgi%2Fp1rVF6B2WUZDBhUOFH3NhNfpjHYyGsCbJgcdDMXJ983w4aSJyBJFGRfxE8%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=AVxigLLWwExU0KwwYqx0bM5V0tmVzfK7Jt9KMQV%2Bygq13MlRF0BAkXsr2bw7Yjjso%2BultELavRvljr5%2BNbzTpPctIG0O2oD9Y%2B69NnvVeitR71aW5fFy0E6rJlHjV6UWDMpqkfJDlRlYjaPP19W4%2BAGXRch1z9LHI3IyK1%2B3lrBXPXspkLfLbSmjsoidE41zG1qTxXIzy783hwlyJikyitXl9Ic%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=AVxigLLhr4v6vjqHI6Gk%2BdKB7%2Fz70VsGOx%2B1L8Jfp5Th3zu9xZIkisW6UiLCtQ77XrymGrhqq6sCHnL9nRPEl3BgRfct%2BobHjckKsqJhF189ZUclC5y16xM0EfFjsEiuZxsSc7V4gAt9VGcxKu9zQISN6Ro%2FZaZ4wnYMWxNIZz3OC0idCGtALQroKxYyWanfPpYhpQEiqtdvVfgQYIs%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=AVxigLIlCvB4gFoni48ZW6soOKLVdgOjTtpKS%2F6vsckqk2oiD8kSwY9CZzR4I1EXiixcJ2o2JeCLUiB9aEFBcpCHIkS6bBgKKcSNhMDFnHys6ld1zDOk5VxGN8OTafP0ix8vPnZyyQf05ePHbaZlVKxc%2BpX%2B81kEKqiYg7sEMUjn5TpengFEuRbudMmcv%2Byapx6FNOa8YA%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=AVxigLKpHUcmWTzeGvmWdEEpRg4CmfYmD%2FOAeRKrTpDpchTTkc%2B0G5g56zn%2BvupUpQjzs5U9Pg9LN7nnLHRWfUr24qVv%2FRWSXXBNtHLO7BHXbx11f%2BTnZbwQC55R4AI%2FkFQOFoNyyqoOY%2BbkyH8ekQotjWM4ug0SUK8rseJmEoxVM7e377%2BHx3xLkg9wl8VkcliLFYQx&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=AVxigLKFC%2BryVq15LssBRssrQ25P0JCt%2BJpzyszDuoZin23WdhYc5JLCO0Aafd%2Bg3mfJOtfN79Im38eMtmnvTfuNIqo6SCrgROisKN5CSDXMJCozsfjQE9dYcafa9QmzE3WN8PtqRrMJQ%2B9ViFuLW5w5J7%2Fd0oSgzCeS9PuL8pZrPcBZqeJ2NEBL%2BW7ymxsmaBkoVoq1%2FpNyBuG%2BJA%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=AVxigLJbDWCcVDFHvo4yBb1eTsPBargJaBFVtysboA4FRyLXmZcwsLP288Wu7HOnjSJts72c0wMtgUui6JHrzyirjcGAYewPN2ooKTmrBph93cMlOPXRzRbUn9WGc8DUlCPnzKBJeFnDYxq0wEMRcAi3Prcthg8Y%2FpAmjxTOfXbWLNtVI2NoKVeRqFO74JCdLKvcE64BHRdwceBItDw0mvATEXAfpcUNH5M%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=AVxigLJ7miFLqs%2FUcpqKzO72LPTsQ0ViMcDZgXhXQhBnch5al5yiwPFVQhxtrtdKjcBSDljZ9adlJuUj3nPk%2FbTe8hkhACAGkzszD7udovIyTm34vDDul1bzHNvdpe6FWOl%2BD7a97qmGPavfELxDWZX2w3Fr%2FDc%2FA%2FfnEZOiHih98o%2Fvi%2F8RWnRQJBes5D%2Bid7%2FKzlaKhTeyiq4gbtXTQ6S0lvc1%2F4zsUTj%2B8yA%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=AVxigLKU43uKmIOKCmgFg59OVhba49FTsk%2FRfnFqq1cdfX%2BedDPOWDIDEslyPrBnMXmIz6G63ANCNRPs2gCYKSst%2FcELLNTVoan9mMpZuZlzKDh87vd7HHcCSXYo93c8g7kjtr5H6zCtgLzSExGIDqCwil1ZffS1AUKpJ%2FwjNUEiO%2Fz4nTfK7j8XKeAwPZfWyCTA7c859W9HiwQcHShTW%2BD6BvT9%2FsHmZ4o%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=AVxigLKFC%2BryVq15LssBRssrQ25P0JCt%2BJpzyszDuoZin23WdhYc5JLCO0Aafd%2Bg3mfJOtfN79Im38eMtmnvTfuNIqo6SCrgROisKN5CSDXMJCozsfjQE9dYcafa9QmzE3WN8PtqRrMJQ%2B9ViFuLW5w5J7%2Fd0oSgzCeS9PuL8pZrPcBZqeJ2NEBL%2BW7ymxsmaBkoVoq1%2FpNyBuG%2BJA%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=AVxigLIfxTkMvzyyl5HqthbXAQn1gpPGwTxVewkcQRqf%2Fbgv%2Bk4WHn3oLl5V5clI7T9nTx2VA%2Bh9445q1%2B1jeGv3XE6eSsN463G1ec2FCXlRMU2ZXqgZK5UmK9rh%2B%2BGk%2B52F43YDzTZp4%2BuERl9Z8tpwjupbQFZW8ryh6D9SjvopTWxzTK7DkVAfzbQGIYKybvAR6soRrdPtnLU%2BjVOkYgs%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=AVxigLKc1QbX0ceFVctHbI5xcC6kmfjvC3OYGZgZZE61Tm%2FO5m0Gr069f%2F6MgCIPot%2BWtiurm8DNQU7STgT6KMeR9NKFmULbBm8lNiYUovej1WSSQbHVktOvmeBV2PhUYakUbBnQWdcuWe3B9ftlNm3xQdpYnaoc%2BVkVmEYPxwUjehPCcg%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=AVxigLL6vDZpkgPl78XcbDt5o31WlrCQmhd8rye11w25QCQDRw2rJdmz49W6ga3NqWacPD4ulPvFzcoXpzUHssdSs5yrUTFdiOwBOA4C%2BgDhHkLsKLedVJvwmaJ9UCDzcMu3d1AcApnA5VU4iSsxfm2kLtxbGchQQP2S9dadw9Dv8qvF7CinsFV7J%2FdBYYI0Uw%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=AVxigLLYOPw%2FUDUwomEPS3RXguVcjef1f%2F1nnWuXqUiEEyIjWwi76EIaGl4Gc3I%2FWmu9H4OeF7dx5dD1EtkwK4i8m0cYyUAO1mNIN1CX4cO8ur1b9IYYzau64iJugYtWa6mwc3HtvjE%2F3i30EvoN35C2vWTVnLJcKMaeBpImSHxF&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=AVxigLKJv6vF%2FDHPjQ%2BvQ5Y6bRO4lmL8wiN9tfCTB749mHgkFQ2ITvPTWtE6JvM84DRYk53CtGVARQ%2BaHd675Uu2pU97Unv0OfD%2BI4k1PfLPTK8R7OH23yCHv%2B5gU51IIt%2Fr8Q1rlmauEDvzsOJwSEYBBAdbl3QHmrwRnwN2EgGx%2F1urwJDoabBprqF1aA%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=AVxigLIiKNxWnh557bbyusWr9GZeHCEADL8eJstjIVjBmsJkc1N%2FNT5qnl8aPrk6%2BhOI1x8KgUcdYUxRs3nzbd0%2B4Cw8FTS9B%2Bp9NN2OCspxHLDI0MZvx2UzZWYXzjpz69wJjcuujJiDC7MzAqpUINtpTXEo9i8J4GPHxMRpMNkj%2B3yU4c%2BcoPxzPQ5xdwAOFOTzoXvcIpIvFA%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=AVxigLKwtgRrTUEf4BpEKLbLL9KqfrIYWccxOaxRY3GMsql9Jx348gPTrc8S%2FQylAgZBBpgOxkQbmREshB%2BJAY2GSuRiGLOvvMSD8G0HYtecbUkpv0%2BA8kOFbZ3jCNttTZ94EhguwIpnQkqfUhaez5B%2FFGTBXz5nnqIwpZHjZpkaKwtFYaeTsgDQcGqCVg%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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLJmMRjTPHXK5xF6tuPKyMyL7lYXfKU0b17v1HH48NCD9uqZEzio1jAumfZ5DRyAx1sbe5YL8kwOjNWgEysQuUfUj4ZZgNHZHK4Y0ZSpsW8cWPq%2FCzyAOKztTIhV7IcJ74itf6asTaqnkI%2BlSl1xnHnk8Wqiaco7lBKmakBkK3hygw%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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLKybPweFEybabCnk3KwqAKEJiZ4RpYkTxtJuCdrB7G21y5oFW0mzkx7G4EfgqvuD5GF8eYZqBNO8UyKybwdTnE1dqyRXVaujb3jrQ%2FnSb1AwuDuHSwhWTxPHwxYSeRAFRBOqUKKOze8On8pphubv2AUFALqrAesNBlHFkS4E9md&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=AVxigLJl%2FuQ%2Boo3%2FlKrnHPIercPlf5u33P6ZoYCoKdwk0C9nM8IHETrIEfeL3EJpOdQVUpwgDnkrij4BszL0tXdSJy3W2mVjx2xEKk7SVTydj3zmx1m40iBdmQUQXfbRl3K5%2BNZSuNC5SMrc9KV2LWMdaGEluboFZFIYYX09l4TCEHZKOnIZlkEMGRwy8%2FAnCcbVvA%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)

Blogs

# The 6 types of IoT platforms

 Rory McNeil, 10 May 2023

6 Types of IoT Platform | What They Do + How to Choose | Rayven

5:12

There is an array of different [IoT platforms](https://www.rayven.io/iot-platform), all designed to support the different uses of the technology, as well as supporting the development and deployment of custom [IoT solutions](https://www.rayven.io/iot-solutions).

Below we provide an overview of the 6 main types of IoT platforms (there are more!), their capabilities, and give you real-world examples so that you can better understand the IoT landscape.

 

## The 6 types of IoT platforms:

### Device Management Platforms.

Device management platforms focus on managing the lifecycle of IoT devices, from provisioning and configuration to monitoring and remote troubleshooting. These platforms ensure that devices remain secure, up-to-date, and operating efficiently, enabling businesses to track device health, apply firmware updates, and manage security policies remotely.

*Real-world example:* Arm Pelion is a device management platform that offers comprehensive device and data management capabilities, enabling businesses to manage a wide range of IoT devices across different industries.

### Connectivity and Network Platforms.

Connectivity and network platforms provide the necessary infrastructure for IoT devices to communicate with each other and the cloud. These platforms manage various connectivity options, such as cellular, Wi-Fi, Bluetooth, and LPWAN (Low Power Wide Area Network), ensuring that devices can transmit data reliably and securely.

*Real-world example:* Sigfox is a global IoT connectivity provider that offers a low-power, wide-area network (LPWAN) for IoT devices, enabling long-range, low-cost communication.

### Data and Analytics Platforms.

Data and analytics platforms focus on collecting, processing, and analysing data from IoT devices. These platforms offer tools for data ingestion, storage, and visualization, as well as advanced analytics capabilities such as machine learning and AI. They enable businesses to gain actionable insights, optimise processes, and make data-driven decisions.

*Real-world example: *[Google Cloud IoT Core](https://www.rayven.io/blog/google-cloud-iot-core-alternative-rayven-dynamix) is a data and analytics platform that provides a fully-managed service for ingesting, processing, and analysing IoT data, along with integration with Google's machine learning and analytics services (i.e. they come separately).

### Application Enablement Platforms (AEP).

[AEPs ](https://www.rayven.io/blog/what-is-an-application-enablement-platform)provide a set of pre-built, customisable tools, services, and integrations for developing, deploying, and managing IoT applications. AEPs enable businesses to focus on their core competencies and create innovative solutions without spending excessive time and resources on building and maintaining complex application infrastructure.

*Real-world example:* Siemens MindSphere is an AEP that offers a comprehensive suite of tools and services for creating IoT applications, including visual development tools, analytics capabilities, and fast-track integrations with various IoT devices and systems.

### Vertical-Specific Platforms.

Vertical-specific platforms are designed for specific industries, such as healthcare, manufacturing, or agriculture. They offer tailored tools, services, and integrations to address the unique challenges and requirements of their target industries, enabling businesses to develop and deploy IoT solutions that are optimised for their specific needs.

*Real-world example:* GE Digital's Predix is an [industrial IoT platform](https://www.rayven.io/industrial-iot-solutions) that provides tools and services specifically designed to optimise asset performance, reduce downtime, and improve operational efficiency.

### Integrated Data, AI + IoT Platforms.

These platforms combine the capabilities of IoT, data, and AI into a single, unified platform, enabling businesses to develop, deploy, and manage end-to-end IoT solutions that include advanced (and predictive) analytics, machine learning, and AI. In short, they are an amalgamation of the 5 platforms above, but with added industry 4.0 capabilities, and with many of the features of individual data platform and AI platform built-in.

Real-world example: [Rayven ](https://www.rayven.io/iot-platform)is an integrated platform that combines IoT, real-time data, and AI services, allowing businesses to build and manage IoT applications with built-in analytics, machine learning, and AI capabilities all-in-one. Rayven offers seamless integration with other technologies (100% interoperability), enabling businesses to develop custom sophisticated, data-driven[ IoT solutions](https://www.rayven.io/custom-application-development).

 

Choosing the right IoT platform for your business depends on your specific needs, industry, and use cases. 

Rayven's integrated data, AI + [IoT platform](https://www.rayven.io/iot-platform) enables you to create a real-time, accurate single source of truth for all your data; gives you all-new ways to visualise and analyse it in real-time; as well as providing you with a set of easy-to-use tools that enable you to build your own [industrial IoT solutions](https://www.rayven.io/industrial-iot-solutions) that improve performance, simply. In short, it offers the same capabilities of an AEP, but with added Industry 4.0 capabilities - all at the same price.

[Speak to us today to discuss your needs and explore how Rayven can enable you to build your own comprehensive IoT solutions, simply](https://www.rayven.io/contact).

#### Tags

[Blogs](https://www.rayven.io/blog/tag/blogs) [Comparative Analysis](https://www.rayven.io/blog/tag/comparative-analysis) [Media Coverage](https://www.rayven.io/blog/tag/media-coverage) [Brochures + eBooks](https://www.rayven.io/blog/tag/brochures-ebooks)

#### Author

Rory McNeil

#### Share

<http://www.facebook.com/sharer/sharer.php?u=https://www.rayven.io/blog/types-of-iot-platforms> <https://twitter.com/intent/tweet?url=https://www.rayven.io/blog/types-of-iot-platforms&text=The%206%20types%20of%20IoT%20platforms> <http://www.linkedin.com/shareArticle?mini=true&url=https://www.rayven.io/blog/types-of-iot-platforms>

### Explore further related content:

<https://www.rayven.io/blog/data-orchestration-vs-transformation>

Blogs

## [Data Orchestration vs Transformation: Delineating Data Workflows](https://www.rayven.io/blog/data-orchestration-vs-transformation)

 With the proliferation of data sources, cloud computing, and distributed architectures, data professionals face increasing complexity in their pipelines. The terms...[Read More](https://www.rayven.io/blog/data-orchestration-vs-transformation)

<https://www.rayven.io/blog/data-orchestration-vs-etl>

Blogs

## [Data Orchestration vs ETL: Understanding the Key Differences](https://www.rayven.io/blog/data-orchestration-vs-etl)

 The term 'Data Orchestration' often appears in the same conversation as ETL (Extract, Transform, Load). While ETL tools and frameworks have been mainstays in the data...[Read More](https://www.rayven.io/blog/data-orchestration-vs-etl)

<https://www.rayven.io/blog/what-is-an-application-enablement-platform>

Blogs

## [What is an Application Enablement Platform (AEP)?](https://www.rayven.io/blog/what-is-an-application-enablement-platform)

 One of the tools that can help businesses improve their processes and operations is an Application Enablement Platform (AEP).[Read More](https://www.rayven.io/blog/what-is-an-application-enablement-platform)

## See Rayven in action

One of our data science, AI + IIoT specialists will contact you for a live one-on-one demonstration or to answer any questions.

<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/blog/types-of-iot-platforms#body> 

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

```json
{
  "@context" : "https://schema.org",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Rory McNeil",
    "url" : "https://www.rayven.io/blog/author/rory-mcneil"
  },
  "dateModified" : "2025-01-30T00:54:04.903Z",
  "datePublished" : "2023-05-10T05:29:55.000Z",
  "headline" : "6 Types of IoT Platform | What They Do + How to Choose | Rayven",
  "image" : [ "https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Power-Plant-Sea.jpg" ],
  "mainEntityOfPage" : {
    "@id" : "https://www.rayven.io/blog/types-of-iot-platforms",
    "@type" : "WebPage"
  },
  "publisher" : {
    "@type" : "Organization",
    "logo" : {
      "@type" : "ImageObject",
      "url" : "https://www.rayven.io/hubfs/Ravyen%20Transparent%201390x426.png"
    },
    "name" : "Rayven.io"
  }
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/#organization",
  "@type" : "Organization",
  "areaServed" : [ {
    "@type" : "Country",
    "name" : "Australia"
  }, {
    "@type" : "Country",
    "name" : "New Zealand"
  }, {
    "@type" : "Country",
    "name" : "United States"
  }, {
    "@type" : "Country",
    "name" : "United Kingdom"
  }, {
    "@type" : "Place",
    "name" : "Global"
  } ],
  "contactPoint" : {
    "@type" : "ContactPoint",
    "availableLanguage" : [ "English" ],
    "contactType" : "sales",
    "url" : "https://www.rayven.io/book-demo"
  },
  "description" : "Rayven is the unified platform plus services company that builds, deploys and supports custom operational software, real-time data processing, automation and AI for businesses. One platform, configured with AI, deployable anywhere.",
  "foundingDate" : "2017",
  "image" : "https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Fav%20Icons/OG%20Image.webp",
  "knowsAbout" : [ "Custom operational software", "Real-time data processing", "Workflow automation", "Predictive AI and machine learning", "Generative AI and AI agents", "Conversational analytics", "IoT integration", "SCADA and OT integration", "Enterprise data integration", "White-label SaaS platforms", "Multi-deployment cloud, on-premise and edge" ],
  "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",
  "description" : "Operational software for an AI-powered world.",
  "name" : "Rayven",
  "potentialAction" : {
    "@type" : "SearchAction",
    "query-input" : "required name=search_term_string",
    "target" : {
      "@type" : "EntryPoint",
      "urlTemplate" : "https://www.rayven.io/search?q={search_term_string}"
    }
  },
  "publisher" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "url" : "https://www.rayven.io"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#breadcrumb",
  "@type" : "BreadcrumbList",
  "itemListElement" : [ {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io",
    "name" : "Home",
    "position" : 1
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/blog",
    "name" : "Blog",
    "position" : 2
  }, {
    "@type" : "ListItem",
    "item" : "https://www.rayven.io/blog/types-of-iot-platforms",
    "name" : "6 Types of IoT Platform | What They Do + How to Choose",
    "position" : 3
  } ]
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#webpage",
  "@type" : "WebPage",
  "about" : {
    "@id" : "https://www.rayven.io/#organization"
  },
  "breadcrumb" : {
    "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#breadcrumb"
  },
  "inLanguage" : "en-AU",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/#website"
  },
  "name" : "6 Types of IoT Platform | What They Do + How to Choose | Rayven",
  "url" : "https://www.rayven.io/blog/types-of-iot-platforms"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#blogposting",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Rory McNeil",
    "worksFor" : {
      "@id" : "https://www.rayven.io/#organization"
    }
  },
  "dateModified" : "",
  "datePublished" : "",
  "description" : "There are 6 main types of IoT platform and their all quite different. Explore the different types, what they can do, and some real-world examples.",
  "headline" : "6 Types of IoT Platform | What They Do + How to Choose",
  "image" : "https://8302174.fs1.hubspotusercontent-na1.net/hubfs/8302174/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Power-Plant-Sea.jpg",
  "isPartOf" : {
    "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#webpage"
  },
  "mainEntityOfPage" : {
    "@id" : "https://www.rayven.io/blog/types-of-iot-platforms#webpage"
  },
  "publisher" : {
    "@id" : "https://www.rayven.io/#organization"
  }
}
```