---
title: Best IoT Platforms Guide | Rayven
description: Read our article to find out what the best IoT platform is and what you should be looking for when getting started.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Electricity.jpg
---

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

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 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=AVxigLJk0OeTcvd%2BCmutSa9eEr51lSrEh3kmb8dnIuQPweVVLCkB9qVpqEmPBDIunABo%2FziqISJtVyf7YbZ%2B6V8wCPDXzk09K%2FpR8HAzzOcXkwoOa6I%2FfTi3dj5Ee3SPlWUq1GrYnw%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=AVxigLJk0OeTcvd%2BCmutSa9eEr51lSrEh3kmb8dnIuQPweVVLCkB9qVpqEmPBDIunABo%2FziqISJtVyf7YbZ%2B6V8wCPDXzk09K%2FpR8HAzzOcXkwoOa6I%2FfTi3dj5Ee3SPlWUq1GrYnw%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=AVxigLLDUYdMEyPp8JPsLcnt4iECgoZb97pkM3izUVHFMNq2Q5fI0vupi3W%2BGwV1AmgbkksJANFme7dlU5RWcPF8RCik%2FObacXt7W%2FGEwj6uy9XS8GzEtjwf1jAAyT%2Bk%2BgVJSeFNJ%2BaVJAAEHni%2BJJcWIMTlimTNg%2BXpqmFlO6mfkyXI1N9QiF7t6GVFf582o6SxLCKVX9uNvYYPNooE0yjrZg%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=AVxigLJNQxBPnGhpyIHw8At3XDEG%2BxZK7dTsybCJuYuaXmcubKtkNEy9C2hbroEkJjbmDBVT1nWhtjyl7st5ksapRKPhKnL9hTNLuw%2FhBJxc%2F2hPdimu2M3eO2UOf9GMzmwmB24WGUu%2BvGosHE7KT%2BlOw3CCpwF6dxRtZVlTE3XjprsA9Bt%2BsW1D7cYP8l5FhJGyJcyVxivLRdxFnw%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=AVxigLKzJj7ZwBxFTVHXsp03Z0O%2B3YAwz5S6bPIShJE3r7QXUf43r6IOg%2FlgSdiDEGuAPQ%2FrlHqYtRzClNy94Btn7TFJglN5ndt%2FWT1CscoR1kar6ztjjQiWP9i222InJr%2BfS5uV3UmQmiFfe0AQTEUrYX8mjY6LHevB77V3YAL6HdXVjEx93%2Be9oi7B29bquzfccFVuLX%2FMBpWBCA%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=AVxigLIeYcZZFkmwl9Ps53XLjXyfygQeBSYuD8VXtl742nhM%2BWLOa2Kd6GnKoFycXgdWY6%2BdgInsGovxfJuqNPRKPJC%2Brghr6YTxhYNM%2FHa16END3ylTTJLv6lblLOT3FP0V3d0e8uJ83MZmpCVVLM2y8UlBwF%2B3NWcUG2aPmIkj1biCaiv6V79MywDXiZKCCkTfFmlSD73ag%2Ba4eImlwlveQOM%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=AVxigLLWltPN%2Bz8h7XcLjIXGcLypAyDMpmxfLjtbM7EmT6ve%2BDB9X%2FDvLYXeGpsBWaDihGHTMHU2BadLbJvLPtikOYc5PBTLABYsgbTCHUal2qZIHQeuKXGdiErptRWOIugFzPbzT5lA7MFuzsPRTlyCj7WBlAZ0uiK1vL33LjOFQk6tLoVcl6tL67b64YclT4GOFcpka7%2BjolNHFSoBrCw%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=AVxigLJeYyYhcX38ZZaSGZmkOG2R%2F%2F81fsuRIDQxxGGw46fonpA0Q5IBvwZ647C3uJAtR64Vf9sWzODg%2F6IXoQGalT6Vh9Wcdz8Yr5pxK%2FbBelKluNy30JLGmdEN%2BNkUHtqjGFkfWlXlJWWzGXxE02aSVmuNDzEEoDSdrsbjUqDwrriOX1JhtJWrAMwrgBWKm8bx7ejLM%2FunU9zFDt9Rv3zSf4xDhA%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=AVxigLLKDk2qBSUGlC8gh6vk1VOexZw9Hs5UCtgJ%2BSV9bFtMU0rYhynp45JB7IHqaevQ9H5oyVLFRX5zOLXyeu5V39WGfloW5r3P9%2B7xsVMTnDyrOrwU3X%2FVETGYXJVjVYmC582uUbVW1rVWQvlymeZ%2F%2Bj6QU0zHgG2maBzRrCr5lIq9H5qDcinR1%2ByybuPTjszkGx2iRjlqvvVMviIIfzoB7bydW4I%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=AVxigLJo%2FtZfoCDywhzN9wKJNgbKA5hJpdC54S%2BfQIXPkTlUcTQuCcW6050TauvT34G7gKlJEpsNkdEa%2Bw3hQh67yohpxdBBj6tZtvv4se6RazacoYn%2BlOtZ4L0seFNlFRBauo35oZmgFqWf4JsL%2FSypL2jkdkQuyd%2Br8O9KPEHJC5Cx%2BOEGKNNf4SH%2FNUsTIKz9ucoE7S33Ynn98paIXKttO5k%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=AVxigLKXYhxvR5OG7t%2B2ZtJDiQ8zORQNY%2FNq%2BjrPpYpckQ4Sd%2FqsyMBpbjMcR3egLE2iMazrCXl%2FWV5NySkftJxsWvXTHEj0lI8E45dmDh2Oq3VdIz4FccER7C5rV82vIBzmUiyFbz7LmtMpWKv7p%2BpOIydBQiqskHe5VPnodKOnj0%2B1sPfv%2FTBFUT5huvp3hFNWVSVcAnt0pmVMw12fZWeMtw%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=AVxigLJwbHqIgUIcZlnWPDdUoKpmDeUAkO42Uj6JBfS1WNX%2BKi%2B5K2M5wYRSdDlHHXJwF%2FTsyL%2By%2FWbkHuCwV49YJf4B%2FKVxEYy5xDadF1GK1W2xxPaAReChTXVixY8Auzq2qb%2FTS3UI3wTryK229A7nhB71ZKVH8Uerluia8eEuOgK9akGRzqeESN68NJyy2wBc4mnYsb5d1D%2B0PRkjCzbyhH3F%2Fp5hGCi6qdOHGEy%2BzMRD8Q%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=AVxigLKAErcCOEPqVNepf4ncaUMMGuLjYXFRug6gCL8v9HR2THc9FtrVoN6pFJkuqu1ps6ycCaQfT2vTS%2BbVtrRH7%2BjmIzRj887vdyHT11dKpwaY5DuveWwfDTftc5fLz9CijnetZNaWOmWG1k5mVYOloq07Fpk6RZHlty2d%2FOKCvnlUXqwymT%2Bcm017hD9CGYnjnSaVWY%2BoNcFGfqwK6qFIACKM&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=AVxigLIiXjDbrkCjyrEkDrl4Gg%2Badb83%2FWbN8ToqiKvkZLk0QpOeglRZb5H9Go8joaFRwTJGbxhE%2FB3ZCpBkw1hpmwqnKDIe0Yckh7SUEQUSJPGbSHdusfi5KU8%2FDOYAdmb9V3pL5Y5bN6ZlzxFLraGllETUo4OkxKNMJM7YlO6OSxU1nyIKv%2FVGfuataKnm8uXBiBLxo95F3QWK3Cdi3HMv7EoCxA%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=AVxigLLPMNlluBzNR6qSOzPZPorsTWjvS52ccCu8Choyr706MfKyzkl%2FDz0iNjW2WnjCanHEGJZR0laaCjKFslOfSe33zzAZr7mDywHQGLyFGf0jLERy2ExZkWxvi1JgaYuHQ9WKcbzYgn059vPsxSgGSZdzPMh12gc%2BWcyUBlBjCtc2WZOttwoCss%2FwZ601y30uLpE7b7j0sqDlC9%2B%2FD3qnJs9aqnfl%2Bj0%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=AVxigLKVvaVOVWZrEMpx9FwHT9BsROg7NhuaGGZBUStXtbRvx5mQS%2FIvp4KaTocTe2HtdHtP5YgXkxZNr3IPQWzrC%2BNGb0Yu1%2BBkhudgqSzvOA%2FvptGfsRM8oE55C8O42glQXJgsRUbB3IGoZFRxTunm%2FSUrZaXqR9uT09lOM6A1byl5KWzNyYBVu%2BTQHIOyaAJE41xz8hTzhOBiRCacm6fmXqw%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=AVxigLJNgXVH7XfOvbaOr8Kjg6hsZOI7gITMmKMPkw08FSuPMJdHOhMOfMJGe6PfpXfgs1qSy0T6t%2FMlLyp3yb%2BRrlhhOtmOvXn2GBFGaKAzHYhrlSfJNyjANNbTu3FUvG%2B%2Fr%2Bdl%2BHWh%2FzeBJH7isEqyO1u%2BJ3iIqP2sUINw815n78PIy%2FdqonWk0HNARHoyogXDBCOj6tSxirKP%2Btw%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=AVxigLJgjJ1FSBBIKJDeu73UO5vSN6bO7ox1sFByep29i2x4rT3wyT%2FjKhuo%2FWZK%2BEKDBl3XD%2FWQBivHGblP2LeK6ZODzA3pLeAtRiWcAhnjz2IMEgeI%2BypEnnYkjFHsMimYOSSbs8m6uqpXACpTWFqh5vD48dvVcIjq42OO0BcTOWGPi8N8lfcfZwluJBJQMKvGdaMh8Q%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=AVxigLLpWSOATd7BVSIQSs02QdxXIsjTBIueV9mNIkozPUQzChnOmiFxzopjXMNJQE9QuWiabk4tCNRIn1ClcyzrwgWFj80bww7JV%2BSghIvH4IXFhwKb6WJE1%2BWd6oFIRtv4sqaGg970r4REQc1kBabKfAzGLTMHDzaW1GnFnJm7w%2B4rXQGMobsceCJ%2Fz2xJIOjMzstw&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=AVxigLJtdlFTJ9gstMIlynYRQiox29BjXgcLnthEBEfWdiMF0M6WzSDjSwywp6rLF12OC4ocByILREypCXfvrFcABxCemSICvVnx3n026iAPhUkSG6SUgRK3SuepaDvDFshFwCzTDrwyaiUfZUUVIiVAKyQk9WkOTEHQvpyalPqhf1fycbA%2Bc4wJxx4IuKd1q0B5gPTSTK5NhQHZ9g%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=AVxigLL3P%2BBYVYhtjq%2BTCYcxcbRi1TzuUmVaDijSKxHLGf4O4GIDjpo01gGwiix3rT7oZbE6Sobt3AWwOB8YrLTqA8XpXaWo5AQKF6f7DpXGDUfRDir9Sc1wsbBOLB2Tx1iwLmmyCD2YSRKSK6bCw84BYlLto%2BJn5jHtgSDwI4wEC1kh074x5%2BQcI88SQGCQNYILRnylWvedfEvt0hfnjO74CW815P2pifk%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=AVxigLJSECDf96wBlDEZOqC4ZwVDaS30lJT9MdnIJJdHtdkJJeWEExcG4k8C%2FoI13ht5I%2BLewabHJXu7y6tbkFNGdG%2BN4J27PY%2BKiUNmvw9bJ5UTBw7kWezemVeMxg3haxiBJBfICWN4%2BqtD7kkKgidHINbEtXTj8qeg%2BgyPUJHWR7xTpM6%2F%2BetEm%2Fhdzvbfoeo%2F%2FhvsEml7iqI%2FEELlPypn5d1hWyqAYGJcoN8%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=AVxigLJ7HqbT4V%2B1Jq%2Fq3THMSSqnVWJZt6H1DfE5QHB%2F154OhpfydI%2F7Ohrs%2FY1HOCTHUaA9rIqQf67cQEwr%2BEAnGoSVojKNhuBLHDJMn%2B6pLYe2Qci1EvBWVVR2PltrG50wxHg7UAikWc6NSHvbYoRqqwurT2FeNir6OxOGGqfqqmhW4gZqClgbcVGf%2BPzFD07w34p3Xb9X9XTvqjWfjaXA%2FQ1mMpQ1jds%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=AVxigLJtdlFTJ9gstMIlynYRQiox29BjXgcLnthEBEfWdiMF0M6WzSDjSwywp6rLF12OC4ocByILREypCXfvrFcABxCemSICvVnx3n026iAPhUkSG6SUgRK3SuepaDvDFshFwCzTDrwyaiUfZUUVIiVAKyQk9WkOTEHQvpyalPqhf1fycbA%2Bc4wJxx4IuKd1q0B5gPTSTK5NhQHZ9g%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=AVxigLKqz6gMcQ3459Az3DfGFsQE%2Fb4%2FLJgO1qA0w4M7dnm8XjxHVKFU6vC9mutdMrsgulIM11BrIGHfegBzL9B%2BmVhZ7%2B8N9I22aYigQqLLHyskAtjY2WwFddgyEq%2B0oV0jAYm7ur05Vkn2eAo%2FZZyuK8OEK5RPnpAqBHw0fOliXyNiSV6CzH1wF68YBIw%2B2S4%2BHmeErd9nGvf%2BDC76bbo%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=AVxigLIb4OQLkr%2Bk9QSMCrmYaby0dpqd2Aafu5p9BxwPzbQq1mDix16rc3PvKH6YpprT0acpOQSLN4%2FOmpGzU5znh9eVAR7O8Zlo%2BK2D1XKFuYRzux%2BveAn1aDZN%2FWpiBxGgPn2blPC51Lk8RAwvgW0%2Fu9eQ99zRRNtb59peJ7tA3ijxKg%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=AVxigLJ0oJRiATnQIudq7Ut7vGgF%2BgpG1feGysXL4IMugY%2FDig5GMrq0%2FfreWbUx5cBoEjRtmH0WJyvlhr6OlCetNZG0P2uLcYr25J1vk5NdONzqlkjic4WdKYfzy%2FKhxeDGxP4Bv6Cyp7cuCTsxQvq6TD%2BbENMUJdo5Gh0ArPZMCW6onn6iWV1SitJWvLvDog%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=AVxigLK7bCkNAvwWa4I9oIWdmkKHnutMl1RODZyUrt%2BQvYgWB0whBzBNXJ0v%2FieOU%2Fb%2FwOKLL5S8DshL6m6PGvSciZNdTwcdZyKbJksvyVQljj%2Fcz9JPrHJTiTp9WR3y4OyDj%2BYNN%2B%2FxCXLahz3OQM3I83852CQCofSCxiXZ%2Fw7u&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=AVxigLJkqGdqA3qzSh4Zu7rHzu5MfPB2InlTmqSKXNuQYihModmMhmxqssipVzcypptJqGPqsF763P6TkNv00rHtxtI5SvRfuSskd%2F%2FhoHy4oy2uz3Y5h%2FkvSlOXc5ewdvOxsX7JFN16uVF1mzw15o7E5X%2BflyW6S1bojddnz8F7S1EAJF2QaUf1yjw6FA%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=AVxigLINTG8HqbzZKrrB9JvanynQsNMbFZTBDO7Y65APnAb5GTpUnxYvyXXgSfqRle79cbgMJNVS5yapAxDVqH78wnXJT1UYeGWjcDBRH7NgjiTmRHPT7%2Fx6ukbPpmkAFE0Toiff%2Fi2EYdQ3L5dBDliVDpdXqWB6KDmK0%2Fs1do%2FUjWIWKSiz3gkO27jUmPrKV2uwMRy5JTkS5g%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=AVxigLKiiY3C%2F58EO1JuMsNsx4ZnPaxkytGVAENjd9jUlELFgfiopVG2XohftVb4qNsVUWfN74YhaYtoLYhGtS1wf2Lr5ukT9WxqrBoUxwBF8oM9kedX7dCjP3WxVkyjU5gkiwHwQmZZvNFBBQqSGYpNyYQpsoVKWIdS5jpMXOqOv8qrTNq7X5ZeggdKOA%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=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

[ 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)

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&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=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&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=AVxigLJ3daLIQ%2FnF7QSnd%2BSM40YqWECpPFM5intBoGDqYj%2BQSIQ%2BbkaVbwmj51Gl5Nf2JKWSEbm7%2FYrnKAOS9EGMKdn44jlbcmUbHKCxhXqUhZCON1YZm28QXiF3ldi7Wg3Hvh3u7wsLpBo0cyfLqyEO1Icc6zhcybBUkqbHfbX%2B3fkgK3paBmSGSNzlOoNhcz5AUA%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=AVxigLJk0OeTcvd%2BCmutSa9eEr51lSrEh3kmb8dnIuQPweVVLCkB9qVpqEmPBDIunABo%2FziqISJtVyf7YbZ%2B6V8wCPDXzk09K%2FpR8HAzzOcXkwoOa6I%2FfTi3dj5Ee3SPlWUq1GrYnw%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=AVxigLJk0OeTcvd%2BCmutSa9eEr51lSrEh3kmb8dnIuQPweVVLCkB9qVpqEmPBDIunABo%2FziqISJtVyf7YbZ%2B6V8wCPDXzk09K%2FpR8HAzzOcXkwoOa6I%2FfTi3dj5Ee3SPlWUq1GrYnw%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=AVxigLLDUYdMEyPp8JPsLcnt4iECgoZb97pkM3izUVHFMNq2Q5fI0vupi3W%2BGwV1AmgbkksJANFme7dlU5RWcPF8RCik%2FObacXt7W%2FGEwj6uy9XS8GzEtjwf1jAAyT%2Bk%2BgVJSeFNJ%2BaVJAAEHni%2BJJcWIMTlimTNg%2BXpqmFlO6mfkyXI1N9QiF7t6GVFf582o6SxLCKVX9uNvYYPNooE0yjrZg%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=AVxigLJNQxBPnGhpyIHw8At3XDEG%2BxZK7dTsybCJuYuaXmcubKtkNEy9C2hbroEkJjbmDBVT1nWhtjyl7st5ksapRKPhKnL9hTNLuw%2FhBJxc%2F2hPdimu2M3eO2UOf9GMzmwmB24WGUu%2BvGosHE7KT%2BlOw3CCpwF6dxRtZVlTE3XjprsA9Bt%2BsW1D7cYP8l5FhJGyJcyVxivLRdxFnw%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=AVxigLKzJj7ZwBxFTVHXsp03Z0O%2B3YAwz5S6bPIShJE3r7QXUf43r6IOg%2FlgSdiDEGuAPQ%2FrlHqYtRzClNy94Btn7TFJglN5ndt%2FWT1CscoR1kar6ztjjQiWP9i222InJr%2BfS5uV3UmQmiFfe0AQTEUrYX8mjY6LHevB77V3YAL6HdXVjEx93%2Be9oi7B29bquzfccFVuLX%2FMBpWBCA%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=AVxigLIeYcZZFkmwl9Ps53XLjXyfygQeBSYuD8VXtl742nhM%2BWLOa2Kd6GnKoFycXgdWY6%2BdgInsGovxfJuqNPRKPJC%2Brghr6YTxhYNM%2FHa16END3ylTTJLv6lblLOT3FP0V3d0e8uJ83MZmpCVVLM2y8UlBwF%2B3NWcUG2aPmIkj1biCaiv6V79MywDXiZKCCkTfFmlSD73ag%2Ba4eImlwlveQOM%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=AVxigLLWltPN%2Bz8h7XcLjIXGcLypAyDMpmxfLjtbM7EmT6ve%2BDB9X%2FDvLYXeGpsBWaDihGHTMHU2BadLbJvLPtikOYc5PBTLABYsgbTCHUal2qZIHQeuKXGdiErptRWOIugFzPbzT5lA7MFuzsPRTlyCj7WBlAZ0uiK1vL33LjOFQk6tLoVcl6tL67b64YclT4GOFcpka7%2BjolNHFSoBrCw%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=AVxigLJeYyYhcX38ZZaSGZmkOG2R%2F%2F81fsuRIDQxxGGw46fonpA0Q5IBvwZ647C3uJAtR64Vf9sWzODg%2F6IXoQGalT6Vh9Wcdz8Yr5pxK%2FbBelKluNy30JLGmdEN%2BNkUHtqjGFkfWlXlJWWzGXxE02aSVmuNDzEEoDSdrsbjUqDwrriOX1JhtJWrAMwrgBWKm8bx7ejLM%2FunU9zFDt9Rv3zSf4xDhA%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=AVxigLLKDk2qBSUGlC8gh6vk1VOexZw9Hs5UCtgJ%2BSV9bFtMU0rYhynp45JB7IHqaevQ9H5oyVLFRX5zOLXyeu5V39WGfloW5r3P9%2B7xsVMTnDyrOrwU3X%2FVETGYXJVjVYmC582uUbVW1rVWQvlymeZ%2F%2Bj6QU0zHgG2maBzRrCr5lIq9H5qDcinR1%2ByybuPTjszkGx2iRjlqvvVMviIIfzoB7bydW4I%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=AVxigLJo%2FtZfoCDywhzN9wKJNgbKA5hJpdC54S%2BfQIXPkTlUcTQuCcW6050TauvT34G7gKlJEpsNkdEa%2Bw3hQh67yohpxdBBj6tZtvv4se6RazacoYn%2BlOtZ4L0seFNlFRBauo35oZmgFqWf4JsL%2FSypL2jkdkQuyd%2Br8O9KPEHJC5Cx%2BOEGKNNf4SH%2FNUsTIKz9ucoE7S33Ynn98paIXKttO5k%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=AVxigLKXYhxvR5OG7t%2B2ZtJDiQ8zORQNY%2FNq%2BjrPpYpckQ4Sd%2FqsyMBpbjMcR3egLE2iMazrCXl%2FWV5NySkftJxsWvXTHEj0lI8E45dmDh2Oq3VdIz4FccER7C5rV82vIBzmUiyFbz7LmtMpWKv7p%2BpOIydBQiqskHe5VPnodKOnj0%2B1sPfv%2FTBFUT5huvp3hFNWVSVcAnt0pmVMw12fZWeMtw%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=AVxigLJwbHqIgUIcZlnWPDdUoKpmDeUAkO42Uj6JBfS1WNX%2BKi%2B5K2M5wYRSdDlHHXJwF%2FTsyL%2By%2FWbkHuCwV49YJf4B%2FKVxEYy5xDadF1GK1W2xxPaAReChTXVixY8Auzq2qb%2FTS3UI3wTryK229A7nhB71ZKVH8Uerluia8eEuOgK9akGRzqeESN68NJyy2wBc4mnYsb5d1D%2B0PRkjCzbyhH3F%2Fp5hGCi6qdOHGEy%2BzMRD8Q%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=AVxigLKAErcCOEPqVNepf4ncaUMMGuLjYXFRug6gCL8v9HR2THc9FtrVoN6pFJkuqu1ps6ycCaQfT2vTS%2BbVtrRH7%2BjmIzRj887vdyHT11dKpwaY5DuveWwfDTftc5fLz9CijnetZNaWOmWG1k5mVYOloq07Fpk6RZHlty2d%2FOKCvnlUXqwymT%2Bcm017hD9CGYnjnSaVWY%2BoNcFGfqwK6qFIACKM&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=AVxigLIiXjDbrkCjyrEkDrl4Gg%2Badb83%2FWbN8ToqiKvkZLk0QpOeglRZb5H9Go8joaFRwTJGbxhE%2FB3ZCpBkw1hpmwqnKDIe0Yckh7SUEQUSJPGbSHdusfi5KU8%2FDOYAdmb9V3pL5Y5bN6ZlzxFLraGllETUo4OkxKNMJM7YlO6OSxU1nyIKv%2FVGfuataKnm8uXBiBLxo95F3QWK3Cdi3HMv7EoCxA%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=AVxigLLPMNlluBzNR6qSOzPZPorsTWjvS52ccCu8Choyr706MfKyzkl%2FDz0iNjW2WnjCanHEGJZR0laaCjKFslOfSe33zzAZr7mDywHQGLyFGf0jLERy2ExZkWxvi1JgaYuHQ9WKcbzYgn059vPsxSgGSZdzPMh12gc%2BWcyUBlBjCtc2WZOttwoCss%2FwZ601y30uLpE7b7j0sqDlC9%2B%2FD3qnJs9aqnfl%2Bj0%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=AVxigLKVvaVOVWZrEMpx9FwHT9BsROg7NhuaGGZBUStXtbRvx5mQS%2FIvp4KaTocTe2HtdHtP5YgXkxZNr3IPQWzrC%2BNGb0Yu1%2BBkhudgqSzvOA%2FvptGfsRM8oE55C8O42glQXJgsRUbB3IGoZFRxTunm%2FSUrZaXqR9uT09lOM6A1byl5KWzNyYBVu%2BTQHIOyaAJE41xz8hTzhOBiRCacm6fmXqw%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=AVxigLJNgXVH7XfOvbaOr8Kjg6hsZOI7gITMmKMPkw08FSuPMJdHOhMOfMJGe6PfpXfgs1qSy0T6t%2FMlLyp3yb%2BRrlhhOtmOvXn2GBFGaKAzHYhrlSfJNyjANNbTu3FUvG%2B%2Fr%2Bdl%2BHWh%2FzeBJH7isEqyO1u%2BJ3iIqP2sUINw815n78PIy%2FdqonWk0HNARHoyogXDBCOj6tSxirKP%2Btw%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=AVxigLJgjJ1FSBBIKJDeu73UO5vSN6bO7ox1sFByep29i2x4rT3wyT%2FjKhuo%2FWZK%2BEKDBl3XD%2FWQBivHGblP2LeK6ZODzA3pLeAtRiWcAhnjz2IMEgeI%2BypEnnYkjFHsMimYOSSbs8m6uqpXACpTWFqh5vD48dvVcIjq42OO0BcTOWGPi8N8lfcfZwluJBJQMKvGdaMh8Q%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=AVxigLLpWSOATd7BVSIQSs02QdxXIsjTBIueV9mNIkozPUQzChnOmiFxzopjXMNJQE9QuWiabk4tCNRIn1ClcyzrwgWFj80bww7JV%2BSghIvH4IXFhwKb6WJE1%2BWd6oFIRtv4sqaGg970r4REQc1kBabKfAzGLTMHDzaW1GnFnJm7w%2B4rXQGMobsceCJ%2Fz2xJIOjMzstw&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=AVxigLJtdlFTJ9gstMIlynYRQiox29BjXgcLnthEBEfWdiMF0M6WzSDjSwywp6rLF12OC4ocByILREypCXfvrFcABxCemSICvVnx3n026iAPhUkSG6SUgRK3SuepaDvDFshFwCzTDrwyaiUfZUUVIiVAKyQk9WkOTEHQvpyalPqhf1fycbA%2Bc4wJxx4IuKd1q0B5gPTSTK5NhQHZ9g%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=AVxigLL3P%2BBYVYhtjq%2BTCYcxcbRi1TzuUmVaDijSKxHLGf4O4GIDjpo01gGwiix3rT7oZbE6Sobt3AWwOB8YrLTqA8XpXaWo5AQKF6f7DpXGDUfRDir9Sc1wsbBOLB2Tx1iwLmmyCD2YSRKSK6bCw84BYlLto%2BJn5jHtgSDwI4wEC1kh074x5%2BQcI88SQGCQNYILRnylWvedfEvt0hfnjO74CW815P2pifk%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=AVxigLJSECDf96wBlDEZOqC4ZwVDaS30lJT9MdnIJJdHtdkJJeWEExcG4k8C%2FoI13ht5I%2BLewabHJXu7y6tbkFNGdG%2BN4J27PY%2BKiUNmvw9bJ5UTBw7kWezemVeMxg3haxiBJBfICWN4%2BqtD7kkKgidHINbEtXTj8qeg%2BgyPUJHWR7xTpM6%2F%2BetEm%2Fhdzvbfoeo%2F%2FhvsEml7iqI%2FEELlPypn5d1hWyqAYGJcoN8%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=AVxigLJ7HqbT4V%2B1Jq%2Fq3THMSSqnVWJZt6H1DfE5QHB%2F154OhpfydI%2F7Ohrs%2FY1HOCTHUaA9rIqQf67cQEwr%2BEAnGoSVojKNhuBLHDJMn%2B6pLYe2Qci1EvBWVVR2PltrG50wxHg7UAikWc6NSHvbYoRqqwurT2FeNir6OxOGGqfqqmhW4gZqClgbcVGf%2BPzFD07w34p3Xb9X9XTvqjWfjaXA%2FQ1mMpQ1jds%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=AVxigLJtdlFTJ9gstMIlynYRQiox29BjXgcLnthEBEfWdiMF0M6WzSDjSwywp6rLF12OC4ocByILREypCXfvrFcABxCemSICvVnx3n026iAPhUkSG6SUgRK3SuepaDvDFshFwCzTDrwyaiUfZUUVIiVAKyQk9WkOTEHQvpyalPqhf1fycbA%2Bc4wJxx4IuKd1q0B5gPTSTK5NhQHZ9g%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=AVxigLKqz6gMcQ3459Az3DfGFsQE%2Fb4%2FLJgO1qA0w4M7dnm8XjxHVKFU6vC9mutdMrsgulIM11BrIGHfegBzL9B%2BmVhZ7%2B8N9I22aYigQqLLHyskAtjY2WwFddgyEq%2B0oV0jAYm7ur05Vkn2eAo%2FZZyuK8OEK5RPnpAqBHw0fOliXyNiSV6CzH1wF68YBIw%2B2S4%2BHmeErd9nGvf%2BDC76bbo%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=AVxigLIb4OQLkr%2Bk9QSMCrmYaby0dpqd2Aafu5p9BxwPzbQq1mDix16rc3PvKH6YpprT0acpOQSLN4%2FOmpGzU5znh9eVAR7O8Zlo%2BK2D1XKFuYRzux%2BveAn1aDZN%2FWpiBxGgPn2blPC51Lk8RAwvgW0%2Fu9eQ99zRRNtb59peJ7tA3ijxKg%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=AVxigLJ0oJRiATnQIudq7Ut7vGgF%2BgpG1feGysXL4IMugY%2FDig5GMrq0%2FfreWbUx5cBoEjRtmH0WJyvlhr6OlCetNZG0P2uLcYr25J1vk5NdONzqlkjic4WdKYfzy%2FKhxeDGxP4Bv6Cyp7cuCTsxQvq6TD%2BbENMUJdo5Gh0ArPZMCW6onn6iWV1SitJWvLvDog%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=AVxigLK7bCkNAvwWa4I9oIWdmkKHnutMl1RODZyUrt%2BQvYgWB0whBzBNXJ0v%2FieOU%2Fb%2FwOKLL5S8DshL6m6PGvSciZNdTwcdZyKbJksvyVQljj%2Fcz9JPrHJTiTp9WR3y4OyDj%2BYNN%2B%2FxCXLahz3OQM3I83852CQCofSCxiXZ%2Fw7u&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=AVxigLJkqGdqA3qzSh4Zu7rHzu5MfPB2InlTmqSKXNuQYihModmMhmxqssipVzcypptJqGPqsF763P6TkNv00rHtxtI5SvRfuSskd%2F%2FhoHy4oy2uz3Y5h%2FkvSlOXc5ewdvOxsX7JFN16uVF1mzw15o7E5X%2BflyW6S1bojddnz8F7S1EAJF2QaUf1yjw6FA%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=AVxigLINTG8HqbzZKrrB9JvanynQsNMbFZTBDO7Y65APnAb5GTpUnxYvyXXgSfqRle79cbgMJNVS5yapAxDVqH78wnXJT1UYeGWjcDBRH7NgjiTmRHPT7%2Fx6ukbPpmkAFE0Toiff%2Fi2EYdQ3L5dBDliVDpdXqWB6KDmK0%2Fs1do%2FUjWIWKSiz3gkO27jUmPrKV2uwMRy5JTkS5g%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=AVxigLKiiY3C%2F58EO1JuMsNsx4ZnPaxkytGVAENjd9jUlELFgfiopVG2XohftVb4qNsVUWfN74YhaYtoLYhGtS1wf2Lr5ukT9WxqrBoUxwBF8oM9kedX7dCjP3WxVkyjU5gkiwHwQmZZvNFBBQqSGYpNyYQpsoVKWIdS5jpMXOqOv8qrTNq7X5ZeggdKOA%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=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&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=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&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=AVxigLJJ71rZEYAz4NJEQGRop11VcHBwSrBzH3V%2B2VRjeTLRbnUzZUHR14UDxX%2Fqx6DI7dh6pbHT7Pe572GxLdgyLe9ZyQIVZowBP2tvWGhfdoevbfHkdQ2MmBYu%2Fhv3CfIsMfKu1MjRMfXx8ZCtFpfgAL5oMxXg9i%2B6dOH01jL%2FGK5g&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

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

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

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

**

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

**

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**

### Overview

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

**

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

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

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

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

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

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### Our Company

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

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Blogs

# Which are the best IoT platforms and how do they differ?

 Rory McNeil, 13 February 2023

Best IoT Platforms Guide | Rayven

6:10

There are several types of [IoT platforms](https://www.rayven.io/iot-platform) that are currently available, each with its own set of features and capabilities, so the best IoT platform for you and your organisation may be different depending on what you're looking to achieve.

## Common [IoT platform types](https://www.rayven.io/iot-platform) used in industrial and commercial settings include:

- **Device Management Platforms: **These platforms are used to manage and monitor IoT devices, including provisioning, software updates, and security. They also provide tools for troubleshooting and diagnostics. Examples of device management platforms include Rayven, AWS IoT, and Microsoft Azure IoT.
- **Data Management Platforms: **These platforms are used to collect, store, and analyse data from IoT devices. They provide tools for data visualization, reporting, and analytics. Examples of data management platforms include Rayven, AWS IoT Analytics, and Microsoft Azure Stream Analytics.
- **Connectivity Platforms: **These platforms are used to provide connectivity for IoT devices, including support for various communication protocols. They also provide tools for device provisioning, security, and management. Examples of connectivity platforms include Rayven, AWS IoT Core, Google and Microsoft Azure IoT Hub.
- **Application Enablement Platforms: **These platforms provide a set of tools and services for building and deploying IoT applications, including support for device management, data management, and connectivity. They also provide a development environment and SDKs for building IoT applications. Examples of application enablement platforms include Rayven, AWS IoT Greengrass, Google Cloud IoT Edge, and Microsoft Azure IoT Edge.
- **Business Platforms: **These platforms provide tools for integrating IoT data and applications with existing business systems, such as CRM and ERP systems. They also provide tools for process automation, analytics, and visualization. Examples of enablement platforms include Rayven, IBM Watson IoT, and AWS IoT.

There are a handful of comprehensive platforms, like Rayven, that include all of the above capabilities and platform types in one [IoT platform](https://www.rayven.io/iot-platform). You may also have noticed with the Google, AWS and Microsoft options that there are different systems and modules that need stitching together to create an all-in-one solution. This approach adds complexity, time and, critically, additional set-up and ongoing costs.

## **What's the best [IoT platform](https://www.rayven.io/iot-platform) and what to look for when selecting one?**

The best IoT platform for your business will depend on your specific needs and requirements. It is important to consider some key factors:

- Flexibility / customisation capabilities
- Scalability
- Security
- Integration / Interoperability
- Device and data management
- Level of support and services offered by the platform provider.

An important aspect to consider when choosing an IoT platform is the level of customisation and flexibility it offers. Some platforms offer prebuilt solutions and templates, while others offer more flexibility for customisation, white labelling and development. This is important to consider depending on the specific use case and requirements of your business. Rayven does both, enabling you to use the Rayven [hybrid iPaaS, Data, ETL, IoT, ETL, BI, Workflow Automation, Low-Code App Development + PaaS platform](https://www.rayven.io/rayven-platform) to build your own IoT solutions using drag-and-drop, as well as the option to [IoT solutions](https://www.rayven.io/prebuilt-iot-solutions) for industry that enable you to get started faster and more affordably.

Another important aspect when choosing an IoT platform is the level of scalability. As IoT deployments grow and evolve over time, businesses need to ensure that the platform they choose can scale to support the increasing number of devices and data points. This means considering the platform's ability to handle a large number of concurrent connections, data storage, and processing capabilities. Rayven is infinitely scalable ([find out more](https://www.rayven.io/iot-platform)).

Security is also a key consideration. IoT devices and systems often handle sensitive data and control critical infrastructure, so it is important to ensure that the platform is designed with robust security measures to protect against cyber attacks. This includes encryption, firewalls, and other security measures, as well as compliance with industry standards and regulations. Discover our platform's security credentials [here](https://www.rayven.io/iot-platform/security).

It’s also critical to consider the level of support and services offered by the platform provider. This includes the availability of documentation, tutorials, and other resources, as well as the level of technical support and assistance provided. This is important to ensure that your business can successfully implement and maintain the platform over time - AWS, Microsoft and other providers often lack the ability to speak to them directly or frequently about your needs for all but the largest enterprises.

Finally and most importantly, it’s critical to consider the potential for integration with existing systems and infrastructure. This includes integration with existing data management systems, such as databases and analytics platforms, as well as integration with existing business systems, such as CRM and ERP systems. This will ensure that the [IoT platform](https://www.rayven.io/iot-platform) can provide real-time insights and operational efficiencies that can be leveraged across the entire organisation. Discover our platform's unrivalled integration capabilities [here](https://www.rayven.io/iot-platform).

In summary, there are several types of IoT platforms available each with its own set of features and capabilities, as well as advanced platforms that contain all those capabilities in a single piece of IoT software. The best IoT platform for your business will depend on your specific needs and requirements, so it's important to consider factors such as scalability, security, interoperability, device management, and connectivity when selecting yours, as well as the level of support and services offered by the platform provider.

[Speak to us today to get help with getting started with IoT platforms](https://www.rayven.io/contact).

 

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