---
title: Thingworx Alternative | Rayven
description: Looking for a Thingworx alternative that's better, more comprehensive + cheaper? Rayven Dynamix offers more features, upgraded tools, and is easier to use.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Thingworx-to-Dynamix.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=AVxigLIJKLn%2FkJp7bzIO%2BU6fMmvawdULPJVGbY3H92KMRa%2BSRPKHAkxaOlg30Aa2B2N0Tyq%2B77jPEpf%2BK%2B2t%2BfdZwvIJEdUx%2Bp4HRfUUkQvPm50Oc8iRsASh8jgdLWiiunSxPLoelg%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=AVxigLIJKLn%2FkJp7bzIO%2BU6fMmvawdULPJVGbY3H92KMRa%2BSRPKHAkxaOlg30Aa2B2N0Tyq%2B77jPEpf%2BK%2B2t%2BfdZwvIJEdUx%2Bp4HRfUUkQvPm50Oc8iRsASh8jgdLWiiunSxPLoelg%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=AVxigLItsCHGzm0vmK6xKIWaX46Nnqy17e8qEx4IFH1Ege2thIlv2XEcDe7bTnW0K0XsG1cK9MfHzhdlnTbvC3ieIaDIbAn8oMk62Drj729ZCppZgXWdDKXgQs2wYmCXbLEt2%2Bo10rtxQeUoDwF6eYCTkwDaX6MQMklcBTEkaEQpWxgGsbLp%2FVGn9BSCeVY7KN29Nu1MUAU%2FewRmUDgu%2F%2BYVhQ%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=AVxigLILvh8HkErJsruLvopXGK%2FENLlx%2FGkx%2Ff1199ctGbrGm2p%2BgHGr0zHn%2FYVfqTZsVptz7tDIBwuynkCvtdArPDCrNYtZQ%2FgMe6YUcOll0DmDigAmGgpTgfEHjo7gknzaPzZQI0G9YEzjx8RyXDFbGklAkEGlS0fFWYGS0dkGEWxndilRIskvecFglzOnfq9Uu1nSgZ50NO%2FlSQ%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=AVxigLL0fxSkjB4KSo1ccrIoEHz%2BvNI6OKlp5h81jWVpAE%2FFwnr%2BKAQhVQ1tZP%2FyAPk5WbP83zyUwUqNbz%2BQJSSaNc3zubJp1i4pVrbKFRAtzrRZ1EwiZm4hJoAXgiqmU4LGkFscnwvsqIPw40a9us1RksusLT4pXMpZJateABmhLhCAM2qe681jfNEdRctz8V74ngj062ky9XEPag%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=AVxigLLK%2Bh%2B1rCwjiNudTwDu0iHPdbam3usD4U2dkIfrHMmwdCfXk%2FwpPlzPe7mnvXSWSDdZGCaWWwut%2B5wRsGPOe5DXVw4zkQyhWDaFWcfF30TRz0HtkSnjM84%2BaV%2FHwJeP0kykvMmlML7IiVFwE9utpEYRdYCH6IO%2BOX8bbEfC3%2F4jJouQ8QoP05IkaqNKUFyq5l0wkOugSc4hWtlygkKPOug%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=AVxigLJG4MJAkGsK7ttTIy%2BwwhN0QaNOFeuE%2BFFcpJIv73piNv9gLjzgOhA6chKY30XupRxpPPRJo6Uy2zzwjfmGUPCKqEfqspJBXDOdaLiWtyicqjfVHivTaju34sB6a8pF9XjFCGykJbx9SDaY0CN4lXxMgCpiwc%2FeqC1MD98epEtUvP15T2tCXzRdRKeimmUMBZnERhwecC%2Fv2CRNS5E%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=AVxigLJUjnFp1H3ifnt8RVwqQv4mz6cC61xsPvc086vECbdV%2FOTgwv0%2Bu2%2FV7Kre9rsvzgBEKrEoPYJaBlJrDmgd4PQbk7Fh%2Bo9hJSbCZjgDrqIYdbWtJd7IyGC5ECh9dcDSmGZx1Cic13bOjV8epCFOaP%2Bb7qNIw7vR8ix2wO2jd8%2Few39QiKukIbJs2TtHor6769yky7ArzYX1v0rZbZG3W%2FYODQ%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=AVxigLLyyEjXs0Elbgkzt7MVyfFB4Rg35JN38bt4S0I1NXPNLVuLfgHC1en1iDX4X6leP06%2FC7YNiXwvcqDqBkD1%2Fp5mIQKVe%2BspK%2BMhkWCJI%2BpE%2F66xu9gVacdjrm54cfg%2FwKe8sg8rmxQd30WHHFXXLA%2B1HMwV%2FTzMQ0DrtRPftHf8lWbR7Tlwa2hppKiMp7DSuy9NtKy0x53HCRZPKX7XAbYC36I%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=AVxigLKYy8BOsxDQmUTLhQS9M9fIuNGoX5EVNeNbqQ0mU3oykQ%2BNyCXLgRCwnDM%2FUXhky%2FCnjmKc9VoXq4%2FbupEhYk9hlVAEo7s%2FRBNLcqJCesmjiBzRTivsZgS0liMQLsYgNvFAwOM%2BOjLZvnTQ915%2F4M1WUry2msG9nHOyyk8JKqEsznpv5VcOcmj7RyGnuhxrkZDTMyktWA%2FTYMOKDHsYF4I%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=AVxigLJ6ocg4Pd26WPJFMhdiSHj6aVn%2F0ZcZ%2BM8bXPBm926xIlwGIr9V9L9c4KTXDnNaNETxBs30i1NXfEHAQBUIFfLYOH31PzJo%2FEgsUrkYAhQcmyb%2BwKQN3uDswqrhR2zVZsKfvdwHOiEq0TzBO4CuyemJyOofh7nsGkLh1TOf8bEvuqdvCqTCZ2MoPrtrFWRsOLXZ6XUTEgtRWx0obRpf2g%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=AVxigLKNONBAjTFXjPsy0KWqsc%2BuN2actWpxn9pgqbZkW10chuonhXSXPUh5RIASdaWSkyyF81uHoe7EaoY0g3QLOMxWBg9OoexlWVw4kBu%2BU7YNJgVG5HMIMikgdUV0f1PMh1jEE47Uht7mFrzhhIqT4VzjSflNCUDn134W2S5JQg8vYMDqm8dZkL7HzLDmBLlXLxxtOK81eOjC8aDq3LFAXNLa1Aeic%2FYFVgMuHolgY80oIg%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=AVxigLLWuIdKyyUNPKOtVQDjv2JmZfXLbDy959vtd5Qjt7SXBD2l5mLYgqHefVaGhdSO3V17xsvFpUKSdwPBtuMrnUxznlLOb4hB0e78fu5lqRvzxU5dcDgy0I1Vc62xv9QnDrG3G7KdSGRStQaHJ5yucjeNmiwSOEefe%2FnVL1SYvwC%2FAc1gyJvTAMHJ36NBAaqehyqkokVLwtZA4TmIiOIOFbU8&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=AVxigLIz8YPmugFsEl9WJl0rWU4nmtkK%2F6wVhgRyJe4kQP1YqepgpQksE7Ducz2pO5qKrF0MWFrrDP7u%2B2SzTp1iWhoRxflR5Q8BG68mdEhYP2xEzmFAIHnQMgyC%2FzvyIfiRHv8c9lIfergaDk47MvnOc8PPjeaGsI78RpgSYrcSpZXnELYmtgU0ijza1v7CyXs5KCdGUj06LCuaPdWiGyETnNNX9Q%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=AVxigLKXaVqTUgHuj%2Bipdb5jj6zScetydSzEO%2Fw6j4dil%2BmY1Rc4Tq4P9uQ%2FuO3tQ%2BoTaEJP5tHSZj5KhepzcNXQCjtYv5PKaWe0CzRHaaYsCSAi9NuhW7obN1nsqmaWbonh%2F7%2Fg4Nz7MY1XVOLyWxd%2BznWwFoDF44bVmaKWsGgj1uaOP8quY%2Fomh1zspJ9ullDNOUhqlad4ynBDdjL2WgyS2Zfu14JvKhY%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=AVxigLJ%2B28cgwIr5yx4pR%2BQaLL3eD4%2BX5bqz84aFzAnMUhA2OxKQivLFslV5tbCgIFe1n2FESKglRDDuNUt89RehGOj%2BUXaA5I4kl%2F%2FUpYRMbo86Avzuba1tuy5%2FRgkrGV6AS8MiCsAvp28R6yX3kRLoFq8po%2FByabHp6axHwndtlpKXb%2FcsOeP2GS5e9eDauNDAD8OLPFo7M6rhsdhn9PRjKg4%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=AVxigLJ558kPtRk4%2BzUop%2Bt2DSq72U2YWAu13aiztpgfGoA5cTMHuCduUTrR9Mv%2FcUHdm4Wi0Zs6ZXpFLf2jJS7nlTzO2l%2BcmCxbHMGfh5Og%2FPZ7vS1ilaR%2F7CqysRym9iGmyT6Ox2ifoO%2Fj2rJn4UJenERtyTrp6MdDMxrCHhZYlJNL9niglD0TU8zVIJJFGnM8YxB0mpkFVP8t1nw%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=AVxigLJuBq7Ii0s1CvfiMr3orfZB2%2F56tNmFPLoSjwb5u3bjd%2Fao0SO1pLX2XUSoCfNVkzLGoTWZXrmuM67JBdmUTC01QyxbN86uTCPnvVX1dVY6MfahfTPclF%2FBHtzXa9nO05VI8LZh%2FkMCs7aEkApTzs4wvsA%2BaX6O4BVjBm0SwfYEjogd%2FlREyIyL5AWViEMTduCWRg%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=AVxigLI6OkQ%2F%2BnHOFreHksuz7XFW0D43ZwRgV8HddwsL5efVQeKiwqEqfVSemOF5CyIYHZILptBaQuqLOGVj66Mv34zOg79Su2NZMFSJUJeT%2BMandnwFD%2BTgeBoHurMxftjdsBtfnB3VD5AZ0D1YUXHDciUKDrzenZM6Bm3kf0R39lirsmxR8CPFdMC7Zk81xJtI58do&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=AVxigLL4%2BeuScpwSd9g2%2FCUn%2B1zyx7nVzvcnlNQ9dJKg4ANPywLkHMyFLnPdqsZ5DI6UnTTUXzIdg3heg2u0D2fg%2FvnltMLhVBswQg8YsmC6tq3UZsvdy3iGL%2BxKgyHIaf9bvEs8toZwgKvZNBjlfht70RnlQTmgk323SLb52of9BdW5ZDNrZ0dk1MfaJ%2B0HUTmJcSH%2BSzZ%2FASGZiQ%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=AVxigLKNtOgEFSzl2UBVKZrmzYR4sUesPnQsIehDqQl4VpAToGrsUXPZdUKTkiy9QUJbTqUgkYHygZpPJahY6hTO7n5H74u5wE7iC1ihoZW7aaw%2BJtCS098jrXu2aXhrbEnWdeAnltGezGY0fx7AgDVxfSgeIRf%2FJ%2BH0mmYKsmdCdXtyMEOwFSwqZLmD9It2pEeAMEh%2F4KqidRBo4pVEO2VZn1IcxbMn0vg%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=AVxigLIsTEafsn%2FAgrrY5zjrpS%2Bw8F7f%2Fj%2FHm28Lf1KY%2BvvLoXvnO1lQ6AL59kHAF81HFTPbtuipcUSuCi5XldPpy6kVEXRuI5K9u%2F8zu0oRAU8MSk%2BKkWmP38l8%2FoMjVPfOO748CMDfPxluamjQJsBJMWy%2BcMWuUcAcUvxYfYp15yxlkbMKC%2BFOrqlMeQcw366WY6VNse3PgZ67bmwf4k%2BPrpQWaj5OMJbacQI%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=AVxigLKdq4ZAs9smHNglaSU2OiOYFhn86uuRvX%2F%2BPCFzHig2Klpt4HEP7jw1IVVw%2FlLPCWXf4bX73ILdJz0r2eFGpRyx1M2O3E%2BLthdHOI3uCwFRhO0NLgKPZlxV2JYlDD9Qt%2Be7F2WD2%2BgFrpd5RI2o5RYZQtMUywtlxKkUo5wOHnqvzFLJgO3g%2BTb%2F3iT%2Bm7Z%2BqN4A7abwwjmjScy0S2XSH8LBy1pYCSw%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=AVxigLL4%2BeuScpwSd9g2%2FCUn%2B1zyx7nVzvcnlNQ9dJKg4ANPywLkHMyFLnPdqsZ5DI6UnTTUXzIdg3heg2u0D2fg%2FvnltMLhVBswQg8YsmC6tq3UZsvdy3iGL%2BxKgyHIaf9bvEs8toZwgKvZNBjlfht70RnlQTmgk323SLb52of9BdW5ZDNrZ0dk1MfaJ%2B0HUTmJcSH%2BSzZ%2FASGZiQ%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=AVxigLKAjgyBmHQDPQ%2FISbif47r2JPhNngcHIUku0C9qr%2Fg%2BAWBlfPfR6bLvwK8qA5nwypQzHrykJM40UH1WNjrSfA8kRp22IXbzydw1EV4poam%2Bs%2Fk6ieCdd4TV4Dd943gJRkEeQ%2F4gFHKMct%2BBcizR6mkPp99xWC7PUN1qHyQDry1hdAgPQZBFeIPnBM5iVQboX9Y4WVeQWRM9d0BhP%2FA%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=AVxigLLEzKXujdhDgFamf5N8S6xGVv5zLCO3RvQnta3Rjh7laD3%2BNWHG08KmKPogCFUQsZ48tyXORf%2FYSzQQyk5v2r7TaKgfp6V9SbC76gHJDGg0N%2B44%2F4r3MYD0CSL3DTxb3xcKjsGtNeVZdxlg%2FfmlwYxhqW1E7SunZBWa6LgT9SnLiQ%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=AVxigLJHdVX6fxqTIEc09E9HxYHdGYcvHKZ2tiKnzfNPSkUpm%2FsrkxEZ3oInNZML4Ohoo%2FuYqCICwYX0TiPpLCheGzHcz%2FXqiTTHoATJm2DmOCx1C%2FDeX400VdRJlYT1bvprcwervc3jMkQvDH1g%2FaqkrDeXP1zykUUydjn4jZ8U3UM41qjj%2BYPRUT2F8Nfm8A%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=AVxigLIC0lrAN647PQ71v7BtW8%2BAho38frQelVUMGXk4jpkGtSJzBC1txqQ6SxxBQpMbImFjZ1cDagzGl%2F11tR4DSVqcSOStP7YjaG%2FwfIBJv1mnhbv6oAKIXoLE7uW9lHDXmYUBZYQj2nh2LwLtVq6koxTslBbKVhlYFsWj3EFe&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=AVxigLK6BgYwMBgDzG5P6m0MYWNRmcc0wJgdIz3offsZKZuHm1uUtY4%2BKuadVqGE6aQr2cbDykugYGaHsoNha5SeL%2B1o%2FI5NcXehG0v8SBWJWwTzyrcd0bHVpgDuDFZ8ZVyZpclw0Oj%2FpKrMiefsBFaAx0%2BGj5BBGLM6ZLuqVfqqMnj4xgH7mDdNOIcmXQ%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=AVxigLLDmDMi2xTWvAzr38vHjjbNV9uFSUvB3H8a7I8q18%2B%2BbUqYMM5Tk7mfk1AdeuNhDHJz5P7zNa7XlSul%2BZyuVlXpqAoobXb3Nd%2BGg%2FRBmsXNg%2BLsTINnofPaMEUiLx%2BPk8n6cdv3229VJggt6gga6tx06awDOoecicxHV%2BItTitF8sAQoZg9AKjz00I%2BUj0G%2F0b7FJITBg%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=AVxigLLiuocYJdzuu1VD%2F%2BJHwjBLlXgdyWQhvXyqC6xj1HfA8XmE3Q1nJw69ZWLrcmKfxocFBOrODIL8eMyvil5f5bG3D9i18cSBhlZRRcrj3uNklA9oG%2FJMSZ7j86BLK5IGa9Xnt%2FV8ZLpRV2RuPkiWf7pt5g0T11J2WW%2BESCx%2BpB1uAdAUm%2FwW8ZxjVg%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)

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Overview

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Library

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Our Company

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

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

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[ 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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLImmCFDcE%2B%2FFPFM8j17Bs0t03rK8J9l5xRjIV2dYZq1cEEX5SZyT1wMgYF3e1CCLOYCeFkGwxcpuGcs692ZP97NNHCeLp4rM%2F4%2F3NKNNZ6vd0zV9Z7FFAfKMQcef7R1L3tebwySJlnoLGbesTHdlsH64e%2FuWC%2FoCvMpDE6YYwzJqSXcK7G7hWAd08%2FWLCr80w%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=AVxigLIJKLn%2FkJp7bzIO%2BU6fMmvawdULPJVGbY3H92KMRa%2BSRPKHAkxaOlg30Aa2B2N0Tyq%2B77jPEpf%2BK%2B2t%2BfdZwvIJEdUx%2Bp4HRfUUkQvPm50Oc8iRsASh8jgdLWiiunSxPLoelg%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=AVxigLIJKLn%2FkJp7bzIO%2BU6fMmvawdULPJVGbY3H92KMRa%2BSRPKHAkxaOlg30Aa2B2N0Tyq%2B77jPEpf%2BK%2B2t%2BfdZwvIJEdUx%2Bp4HRfUUkQvPm50Oc8iRsASh8jgdLWiiunSxPLoelg%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=AVxigLItsCHGzm0vmK6xKIWaX46Nnqy17e8qEx4IFH1Ege2thIlv2XEcDe7bTnW0K0XsG1cK9MfHzhdlnTbvC3ieIaDIbAn8oMk62Drj729ZCppZgXWdDKXgQs2wYmCXbLEt2%2Bo10rtxQeUoDwF6eYCTkwDaX6MQMklcBTEkaEQpWxgGsbLp%2FVGn9BSCeVY7KN29Nu1MUAU%2FewRmUDgu%2F%2BYVhQ%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=AVxigLILvh8HkErJsruLvopXGK%2FENLlx%2FGkx%2Ff1199ctGbrGm2p%2BgHGr0zHn%2FYVfqTZsVptz7tDIBwuynkCvtdArPDCrNYtZQ%2FgMe6YUcOll0DmDigAmGgpTgfEHjo7gknzaPzZQI0G9YEzjx8RyXDFbGklAkEGlS0fFWYGS0dkGEWxndilRIskvecFglzOnfq9Uu1nSgZ50NO%2FlSQ%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=AVxigLL0fxSkjB4KSo1ccrIoEHz%2BvNI6OKlp5h81jWVpAE%2FFwnr%2BKAQhVQ1tZP%2FyAPk5WbP83zyUwUqNbz%2BQJSSaNc3zubJp1i4pVrbKFRAtzrRZ1EwiZm4hJoAXgiqmU4LGkFscnwvsqIPw40a9us1RksusLT4pXMpZJateABmhLhCAM2qe681jfNEdRctz8V74ngj062ky9XEPag%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=AVxigLLK%2Bh%2B1rCwjiNudTwDu0iHPdbam3usD4U2dkIfrHMmwdCfXk%2FwpPlzPe7mnvXSWSDdZGCaWWwut%2B5wRsGPOe5DXVw4zkQyhWDaFWcfF30TRz0HtkSnjM84%2BaV%2FHwJeP0kykvMmlML7IiVFwE9utpEYRdYCH6IO%2BOX8bbEfC3%2F4jJouQ8QoP05IkaqNKUFyq5l0wkOugSc4hWtlygkKPOug%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=AVxigLJG4MJAkGsK7ttTIy%2BwwhN0QaNOFeuE%2BFFcpJIv73piNv9gLjzgOhA6chKY30XupRxpPPRJo6Uy2zzwjfmGUPCKqEfqspJBXDOdaLiWtyicqjfVHivTaju34sB6a8pF9XjFCGykJbx9SDaY0CN4lXxMgCpiwc%2FeqC1MD98epEtUvP15T2tCXzRdRKeimmUMBZnERhwecC%2Fv2CRNS5E%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=AVxigLJUjnFp1H3ifnt8RVwqQv4mz6cC61xsPvc086vECbdV%2FOTgwv0%2Bu2%2FV7Kre9rsvzgBEKrEoPYJaBlJrDmgd4PQbk7Fh%2Bo9hJSbCZjgDrqIYdbWtJd7IyGC5ECh9dcDSmGZx1Cic13bOjV8epCFOaP%2Bb7qNIw7vR8ix2wO2jd8%2Few39QiKukIbJs2TtHor6769yky7ArzYX1v0rZbZG3W%2FYODQ%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=AVxigLLyyEjXs0Elbgkzt7MVyfFB4Rg35JN38bt4S0I1NXPNLVuLfgHC1en1iDX4X6leP06%2FC7YNiXwvcqDqBkD1%2Fp5mIQKVe%2BspK%2BMhkWCJI%2BpE%2F66xu9gVacdjrm54cfg%2FwKe8sg8rmxQd30WHHFXXLA%2B1HMwV%2FTzMQ0DrtRPftHf8lWbR7Tlwa2hppKiMp7DSuy9NtKy0x53HCRZPKX7XAbYC36I%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=AVxigLKYy8BOsxDQmUTLhQS9M9fIuNGoX5EVNeNbqQ0mU3oykQ%2BNyCXLgRCwnDM%2FUXhky%2FCnjmKc9VoXq4%2FbupEhYk9hlVAEo7s%2FRBNLcqJCesmjiBzRTivsZgS0liMQLsYgNvFAwOM%2BOjLZvnTQ915%2F4M1WUry2msG9nHOyyk8JKqEsznpv5VcOcmj7RyGnuhxrkZDTMyktWA%2FTYMOKDHsYF4I%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=AVxigLJ6ocg4Pd26WPJFMhdiSHj6aVn%2F0ZcZ%2BM8bXPBm926xIlwGIr9V9L9c4KTXDnNaNETxBs30i1NXfEHAQBUIFfLYOH31PzJo%2FEgsUrkYAhQcmyb%2BwKQN3uDswqrhR2zVZsKfvdwHOiEq0TzBO4CuyemJyOofh7nsGkLh1TOf8bEvuqdvCqTCZ2MoPrtrFWRsOLXZ6XUTEgtRWx0obRpf2g%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=AVxigLKNONBAjTFXjPsy0KWqsc%2BuN2actWpxn9pgqbZkW10chuonhXSXPUh5RIASdaWSkyyF81uHoe7EaoY0g3QLOMxWBg9OoexlWVw4kBu%2BU7YNJgVG5HMIMikgdUV0f1PMh1jEE47Uht7mFrzhhIqT4VzjSflNCUDn134W2S5JQg8vYMDqm8dZkL7HzLDmBLlXLxxtOK81eOjC8aDq3LFAXNLa1Aeic%2FYFVgMuHolgY80oIg%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=AVxigLLWuIdKyyUNPKOtVQDjv2JmZfXLbDy959vtd5Qjt7SXBD2l5mLYgqHefVaGhdSO3V17xsvFpUKSdwPBtuMrnUxznlLOb4hB0e78fu5lqRvzxU5dcDgy0I1Vc62xv9QnDrG3G7KdSGRStQaHJ5yucjeNmiwSOEefe%2FnVL1SYvwC%2FAc1gyJvTAMHJ36NBAaqehyqkokVLwtZA4TmIiOIOFbU8&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=AVxigLIz8YPmugFsEl9WJl0rWU4nmtkK%2F6wVhgRyJe4kQP1YqepgpQksE7Ducz2pO5qKrF0MWFrrDP7u%2B2SzTp1iWhoRxflR5Q8BG68mdEhYP2xEzmFAIHnQMgyC%2FzvyIfiRHv8c9lIfergaDk47MvnOc8PPjeaGsI78RpgSYrcSpZXnELYmtgU0ijza1v7CyXs5KCdGUj06LCuaPdWiGyETnNNX9Q%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=AVxigLKXaVqTUgHuj%2Bipdb5jj6zScetydSzEO%2Fw6j4dil%2BmY1Rc4Tq4P9uQ%2FuO3tQ%2BoTaEJP5tHSZj5KhepzcNXQCjtYv5PKaWe0CzRHaaYsCSAi9NuhW7obN1nsqmaWbonh%2F7%2Fg4Nz7MY1XVOLyWxd%2BznWwFoDF44bVmaKWsGgj1uaOP8quY%2Fomh1zspJ9ullDNOUhqlad4ynBDdjL2WgyS2Zfu14JvKhY%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=AVxigLJ%2B28cgwIr5yx4pR%2BQaLL3eD4%2BX5bqz84aFzAnMUhA2OxKQivLFslV5tbCgIFe1n2FESKglRDDuNUt89RehGOj%2BUXaA5I4kl%2F%2FUpYRMbo86Avzuba1tuy5%2FRgkrGV6AS8MiCsAvp28R6yX3kRLoFq8po%2FByabHp6axHwndtlpKXb%2FcsOeP2GS5e9eDauNDAD8OLPFo7M6rhsdhn9PRjKg4%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=AVxigLJ558kPtRk4%2BzUop%2Bt2DSq72U2YWAu13aiztpgfGoA5cTMHuCduUTrR9Mv%2FcUHdm4Wi0Zs6ZXpFLf2jJS7nlTzO2l%2BcmCxbHMGfh5Og%2FPZ7vS1ilaR%2F7CqysRym9iGmyT6Ox2ifoO%2Fj2rJn4UJenERtyTrp6MdDMxrCHhZYlJNL9niglD0TU8zVIJJFGnM8YxB0mpkFVP8t1nw%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=AVxigLJuBq7Ii0s1CvfiMr3orfZB2%2F56tNmFPLoSjwb5u3bjd%2Fao0SO1pLX2XUSoCfNVkzLGoTWZXrmuM67JBdmUTC01QyxbN86uTCPnvVX1dVY6MfahfTPclF%2FBHtzXa9nO05VI8LZh%2FkMCs7aEkApTzs4wvsA%2BaX6O4BVjBm0SwfYEjogd%2FlREyIyL5AWViEMTduCWRg%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=AVxigLI6OkQ%2F%2BnHOFreHksuz7XFW0D43ZwRgV8HddwsL5efVQeKiwqEqfVSemOF5CyIYHZILptBaQuqLOGVj66Mv34zOg79Su2NZMFSJUJeT%2BMandnwFD%2BTgeBoHurMxftjdsBtfnB3VD5AZ0D1YUXHDciUKDrzenZM6Bm3kf0R39lirsmxR8CPFdMC7Zk81xJtI58do&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=AVxigLL4%2BeuScpwSd9g2%2FCUn%2B1zyx7nVzvcnlNQ9dJKg4ANPywLkHMyFLnPdqsZ5DI6UnTTUXzIdg3heg2u0D2fg%2FvnltMLhVBswQg8YsmC6tq3UZsvdy3iGL%2BxKgyHIaf9bvEs8toZwgKvZNBjlfht70RnlQTmgk323SLb52of9BdW5ZDNrZ0dk1MfaJ%2B0HUTmJcSH%2BSzZ%2FASGZiQ%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=AVxigLKNtOgEFSzl2UBVKZrmzYR4sUesPnQsIehDqQl4VpAToGrsUXPZdUKTkiy9QUJbTqUgkYHygZpPJahY6hTO7n5H74u5wE7iC1ihoZW7aaw%2BJtCS098jrXu2aXhrbEnWdeAnltGezGY0fx7AgDVxfSgeIRf%2FJ%2BH0mmYKsmdCdXtyMEOwFSwqZLmD9It2pEeAMEh%2F4KqidRBo4pVEO2VZn1IcxbMn0vg%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=AVxigLIsTEafsn%2FAgrrY5zjrpS%2Bw8F7f%2Fj%2FHm28Lf1KY%2BvvLoXvnO1lQ6AL59kHAF81HFTPbtuipcUSuCi5XldPpy6kVEXRuI5K9u%2F8zu0oRAU8MSk%2BKkWmP38l8%2FoMjVPfOO748CMDfPxluamjQJsBJMWy%2BcMWuUcAcUvxYfYp15yxlkbMKC%2BFOrqlMeQcw366WY6VNse3PgZ67bmwf4k%2BPrpQWaj5OMJbacQI%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=AVxigLKdq4ZAs9smHNglaSU2OiOYFhn86uuRvX%2F%2BPCFzHig2Klpt4HEP7jw1IVVw%2FlLPCWXf4bX73ILdJz0r2eFGpRyx1M2O3E%2BLthdHOI3uCwFRhO0NLgKPZlxV2JYlDD9Qt%2Be7F2WD2%2BgFrpd5RI2o5RYZQtMUywtlxKkUo5wOHnqvzFLJgO3g%2BTb%2F3iT%2Bm7Z%2BqN4A7abwwjmjScy0S2XSH8LBy1pYCSw%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=AVxigLL4%2BeuScpwSd9g2%2FCUn%2B1zyx7nVzvcnlNQ9dJKg4ANPywLkHMyFLnPdqsZ5DI6UnTTUXzIdg3heg2u0D2fg%2FvnltMLhVBswQg8YsmC6tq3UZsvdy3iGL%2BxKgyHIaf9bvEs8toZwgKvZNBjlfht70RnlQTmgk323SLb52of9BdW5ZDNrZ0dk1MfaJ%2B0HUTmJcSH%2BSzZ%2FASGZiQ%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=AVxigLKAjgyBmHQDPQ%2FISbif47r2JPhNngcHIUku0C9qr%2Fg%2BAWBlfPfR6bLvwK8qA5nwypQzHrykJM40UH1WNjrSfA8kRp22IXbzydw1EV4poam%2Bs%2Fk6ieCdd4TV4Dd943gJRkEeQ%2F4gFHKMct%2BBcizR6mkPp99xWC7PUN1qHyQDry1hdAgPQZBFeIPnBM5iVQboX9Y4WVeQWRM9d0BhP%2FA%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=AVxigLLEzKXujdhDgFamf5N8S6xGVv5zLCO3RvQnta3Rjh7laD3%2BNWHG08KmKPogCFUQsZ48tyXORf%2FYSzQQyk5v2r7TaKgfp6V9SbC76gHJDGg0N%2B44%2F4r3MYD0CSL3DTxb3xcKjsGtNeVZdxlg%2FfmlwYxhqW1E7SunZBWa6LgT9SnLiQ%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=AVxigLJHdVX6fxqTIEc09E9HxYHdGYcvHKZ2tiKnzfNPSkUpm%2FsrkxEZ3oInNZML4Ohoo%2FuYqCICwYX0TiPpLCheGzHcz%2FXqiTTHoATJm2DmOCx1C%2FDeX400VdRJlYT1bvprcwervc3jMkQvDH1g%2FaqkrDeXP1zykUUydjn4jZ8U3UM41qjj%2BYPRUT2F8Nfm8A%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=AVxigLIC0lrAN647PQ71v7BtW8%2BAho38frQelVUMGXk4jpkGtSJzBC1txqQ6SxxBQpMbImFjZ1cDagzGl%2F11tR4DSVqcSOStP7YjaG%2FwfIBJv1mnhbv6oAKIXoLE7uW9lHDXmYUBZYQj2nh2LwLtVq6koxTslBbKVhlYFsWj3EFe&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=AVxigLK6BgYwMBgDzG5P6m0MYWNRmcc0wJgdIz3offsZKZuHm1uUtY4%2BKuadVqGE6aQr2cbDykugYGaHsoNha5SeL%2B1o%2FI5NcXehG0v8SBWJWwTzyrcd0bHVpgDuDFZ8ZVyZpclw0Oj%2FpKrMiefsBFaAx0%2BGj5BBGLM6ZLuqVfqqMnj4xgH7mDdNOIcmXQ%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=AVxigLLDmDMi2xTWvAzr38vHjjbNV9uFSUvB3H8a7I8q18%2B%2BbUqYMM5Tk7mfk1AdeuNhDHJz5P7zNa7XlSul%2BZyuVlXpqAoobXb3Nd%2BGg%2FRBmsXNg%2BLsTINnofPaMEUiLx%2BPk8n6cdv3229VJggt6gga6tx06awDOoecicxHV%2BItTitF8sAQoZg9AKjz00I%2BUj0G%2F0b7FJITBg%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=AVxigLLiuocYJdzuu1VD%2F%2BJHwjBLlXgdyWQhvXyqC6xj1HfA8XmE3Q1nJw69ZWLrcmKfxocFBOrODIL8eMyvil5f5bG3D9i18cSBhlZRRcrj3uNklA9oG%2FJMSZ7j86BLK5IGa9Xnt%2FV8ZLpRV2RuPkiWf7pt5g0T11J2WW%2BESCx%2BpB1uAdAUm%2FwW8ZxjVg%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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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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[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-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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[ Partner ](https://www.rayven.io/partners)

**

### Overview

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

**

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

**

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

**

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

**

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### We Partner With

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

**

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[ 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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&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=AVxigLI1f6gAyhbcgFB4RrC%2Fgz7D1kLZOkK6hXTLGE24bY05ZOYHtecV8OkmDCyWMS6Cq47PJDs0mkvOJKM3ClURMTqf%2FIB7TzeRY4jQzHpFrdtIOfeH9CKrPPwU6BOBma%2FDT0QfoXldCUcqC2O2Q2A0uX0eNdORRmarbTZYNNsYwpy1&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

### Library

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

**

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

**

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

**

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

**

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

**

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

**

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### 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=AVxigLIvnn1K6YYy0l29KwpbUJIfE273YVfBRvR8ai1Pez2Dv25Gty51voOivxz5gHX1a4OsCxRfcdyKrW5kmy7Vc2rNjJg9MgiCpuDxlrg5izYyzEjUr9Gh1%2Bwhxh3341ugkFdKlCsx4DyZpquNnfVe%2FcSEFZwc8RGjmOyOe9jx3hc15A%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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

**

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLImmCFDcE%2B%2FFPFM8j17Bs0t03rK8J9l5xRjIV2dYZq1cEEX5SZyT1wMgYF3e1CCLOYCeFkGwxcpuGcs692ZP97NNHCeLp4rM%2F4%2F3NKNNZ6vd0zV9Z7FFAfKMQcef7R1L3tebwySJlnoLGbesTHdlsH64e%2FuWC%2FoCvMpDE6YYwzJqSXcK7G7hWAd08%2FWLCr80w%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

# Thingworx alternative: move to Rayven

 Rayven, 11 December 2024

Thingworx Alternative | Rayven

7:16

As Industry 4.0 continues to shape not just businesses, but the way industrial processes are carried out, then adopting a comprehensive and versatile IoT platform becomes increasingly crucial for success.

While ThingWorx has been gaining some market traction, some current users are discovering that it sometimes lacks the full set of capabilities - and interoperability - needed to truly harness the power of [industrial IoT](https://www.rayven.io/industrial-applications) and improve an organisation holistically. So, for those users who may be looking for alternatives that offer the capabilities, scalability and ease-of-use to truly transform (and improve!) procedures, functions and operations; then Rayven could be your go-to.

Rayven has created an advanced industrial [IoT platform](https://www.rayven.io/iot-platform) designed to provide a complete solution for modern industrial businesses: Rayven. Our highly-customisable and scalable integrated data, AI + [IoT platform](https://www.rayven.io/iot-platform) built for industrial businesses and their non-technical users. Much of its power and usability comes from combining three platforms into one seamless, SaaS-based piece of technology; coming complete with out-of-the-box predictive analytics capabilities, simple real-time data integration, and prebuilt use case-specific applications and IoT solutions that are all built and run via drag-and-drop, codeless interfaces.

Rayven makes it fast-to-deploy, incredibly flexible, and affordable for all industrial business.

### Interested in switching from Thingworx? Here's why you should move to Rayven's [IoT platform](https://www.rayven.io/iot-platform):

Transitioning from [ThingWorx](https://www.ptc.com/en/products/thingworx) to Rayven's hybrid, all-in-one[ IoT platform ](https://www.rayven.io/rayven-platform)combines iPaaS, [workflow automation](https://www.rayven.io/workflow-automation-software), Data, AI, PaaS, BI, ETL, [low-code app development](https://www.rayven.io/low-code-app-development) + more platform in one, offering numerous benefits for businesses looking to fully embrace IoT and Industry 4.0.

With its advanced real-time data collection and [analytics](https://www.rayven.io/iot-platform/dashboards-reporting) capabilities, seamless [integration](https://www.rayven.io/iot-platform/integrations-data-ingestion) and scalability, powerful AI and [machine learning](https://www.rayven.io/iot-platform/predictive-analytics-ai) tools, customisable and [user-friendly interface](https://www.rayven.io/iot-platform/dashboards-reporting), robust [security](https://www.rayven.io/iot-platform/security) features, and expert [support](https://www.rayven.io/iot-services), Rayven offers a compelling alternative.

Rayven enables businesses can unlock the full potential of their data, stay ahead of the competition, and ensure they are well-equipped to navigate future challenges.

[Speak to us today](https://www.rayven.io/contact) to find out more, get some free expert advice, and discover how you can get started faster.

 

 

#### Tags

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#### Author

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Rayven Rayven is a world-leading integrated data, AI + IoT technology company, providing industrial businesses with the IoT platform and prebuilt Industry 4.0 solutions that they need to increase productivity, efficiency, and improve decision-making.

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### Explore further related content:

<https://www.rayven.io/blog/eagle-io-alternative-rayven-dynamix>

Blogs

## [Eagle.io alternative: move to Rayven](https://www.rayven.io/blog/eagle-io-alternative-rayven-dynamix)

 Industrial pumps play a critical role in various industries, from water treatment to oil and gas extraction. However, tteir energy consumption and carbon emissions...[Read More](https://www.rayven.io/blog/eagle-io-alternative-rayven-dynamix)

<https://www.rayven.io/blog/losant-alternative-rayven-dynamix>

Blogs

## [Losant alternative: move to Rayven](https://www.rayven.io/blog/losant-alternative-rayven-dynamix)

 With numerous IoT platforms (and variations, there-of) available on the market, choosing the right one can be critical to an industrial companies' success.[Read More](https://www.rayven.io/blog/losant-alternative-rayven-dynamix)

<https://www.rayven.io/blog/aws-iot-core-alternative-rayven-dynamix>

Blogs

## [AWS IoT Core alternative: move to Rayven](https://www.rayven.io/blog/aws-iot-core-alternative-rayven-dynamix)

 As AWS IoT Core continues to grow and evolve, many businesses are looking to migrate to new platforms that better suit their needs.[Read More](https://www.rayven.io/blog/aws-iot-core-alternative-rayven-dynamix)

## 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>

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