---
title: Razor Labs Integration | Connect to AI | Rayven
description: Connect Razor Labs DataMind to your CMMS, EAM and AI in real-time with Rayven - a sensor-fusion prediction becomes a work order. 1,228+ connectors.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLE%2FzzCA0YYGEqD2JrQ6nLlz%2FA48k4sc19olMwzyXVSf82gD5NGrFquDRze4pE1NvDL6p9GBXMuHmYwy2SAW9oJ2jK76rDealXvp0AQFsvRzs0KVjUX7JPSESA38PHuAimb%2Fw%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=AVxigLLE%2FzzCA0YYGEqD2JrQ6nLlz%2FA48k4sc19olMwzyXVSf82gD5NGrFquDRze4pE1NvDL6p9GBXMuHmYwy2SAW9oJ2jK76rDealXvp0AQFsvRzs0KVjUX7JPSESA38PHuAimb%2Fw%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=AVxigLL6SPsWcMEo%2FPoyJEMccKuGixR3GAWu04Ie9MMWyINe6uSWf5bV6%2FJdtANez4N5pSfEJy54RGezqeUm3V1CzYLa7Y8t14bmyv%2BXiKvRfreWX6l1azH9%2BBMcmF4REFMWzhY5wxDENjQOglvTZ2GCldWUMh3WTW%2B5S2wRwePs1cIPqqTnkAx8%2BiAJ1B1ABFBt4M90Gys2JvZCAp9ffwefVw%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=AVxigLIs95db1SNAoZNP95dW%2F1OK2IjcIHSt8eF0NfQ8vng%2B25AIrCSj9KgNznkQkCJ8MZ8YlvplTFBRI%2F1FfP7RLTWLFAp2N1VPAeZ1Knq78XCrLvbUF2eQhOGQ1YrFXn61MNj7I3xrodlzwhCBlcMmgzK1TaND66SQMEg3Uc6mpD1nbuHlT%2FFkB22yaupetMlwAMWNGmjETiT8yg%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=AVxigLKXFtp%2F8P91Fd9Hykn7Z8pOrZG9gryg3CRHDNuHocXaWpsEEyntsX%2Fk%2FBLNf7kGS%2Fl07W%2FWAKeChldy5sHTYrP1oa74QBk7WKCbZVNYFSd%2BASS%2F16RgAX4rVhv6%2Fzlc1I7fZWsey1VHpXXrtlFavzAN2Qie6ot9PYAJ2Jm3mPkYFt4g3aeVHc3zLaCfAn566K%2BVqtswUIEplA%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=AVxigLKlKSJq%2FI24TupM%2Bn0GyDnIcq0nokMhzS5E2fJm2XIG5bmbcfgblyHZ0zfFxECFxgZKrwkeWiZ1mFmPLgMgHMQL27O58c6zgqV%2BAUFQp232jcwBH2Sy9XUCyKAjQP3Vs1AF1eb4ylrcyevjsWFrKd%2FnH9X11uoqHifYN5ho0DZYDtVxOBsfPt06O4pIgRwOHd1Y3NeReHuCvqtUFhtcSFI%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=AVxigLJS3I0BzCl72YeWj5INRpfZ6Xy9E7xFJJdLKdaB0Mfth9knKDCRz2ajMbdbc2Iq%2FUZAgFf1pwNmAwz5IWmHhvkX5yI%2F6qx1xjutqkpX3XrZkCbmeK%2BF%2F7DQmmK9iHt9Sr1n0WdCh899d4brc5FWCSOOLnOEAkqGOZ4NgxOOgewE%2BZ0n5VAklYZ6m0iArhzi0HN04VSb4bQuiK3%2B8zM%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=AVxigLISQyFV7rFKq6Sn%2BojR64n%2FQM%2Fd%2FiHRyoiIo35Qnr5zb1Qxgi6K3hkgZfGS6L%2Bgrcox1BcllHYXXvIAitkJAy%2B3fe4ePpP%2FAVvyNbkOQKFx2sfjl3ugplRUf7%2FpQ%2B80St2lWx3P4udaAzcd9josRxMCElUN%2BfC6csXBnYKpGi6cMY3Vyure7hmwvja1zEusdqdqytgZrQS6smFXY0DwCg8cQA%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=AVxigLKClzDNjpkiatcIuRx29ejBzdKF9%2BTHy0o6hgVYx5eQJrTqnUGgiwYNg5YooyTBNIaWFKrLQFRDmRfmPhOcG29OVXhzuocgTiUFYofiDPpYGdbCfq5A9AJt0moncWhG59GcnTIBaxJAVloYuW2Zd2QySCyIz9yNf4v6e71pNCm4MzaiCVintaxeH1zlgl1SEoENYwiMKMOtB7OWIpe14bx3arg%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=AVxigLInAFwBuI2%2FMNVqXsrqpX927lbSJYZPrWTUNBz05TiekTZ75v5ORrWrbQ67jyYXF8BhTepwajMjK%2BLgE6Cch6xbRRyNn4MjToplabdbxv0ANJjkntDKmiVs9VJABbF4PUnbo5LJD6vLm9J%2F6biBn20UcBnxbHx3ngo6Ayewog6wtxo8Yf%2BDvnU8MY%2B%2B5p2s5JuEK7cRDK9d2JILg1KuaOg%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=AVxigLJI73IhMex8YZ%2BPJabJmhzM%2F52VUyFbCr88IL5DiGfmUbKWP3XuOxaN%2FejnX%2FZSKs8GEKZ4saZoogqk2a04aCIOrbE5V1mqASpZoa4hMTzgn1PlxY5VVJhb6FmyxzhcXMjn4Vj4x06DQnDsS7N%2FL8S1JOe0M8OyfBDUOXlg2Uerm29%2B6tAfALeRTOUeVIDRzUmWlqj%2FEdAnTDQSfp5BRQ%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=AVxigLLIE4tu6QAnSrFSbed%2FGyhGzNsbGeY5zqc4Ywr05J%2FUzlA76lG6%2FWl7zESvakqS8B%2BsAveMkq4dHKibD3WJLh9cQAid5rKw2r2wC%2B0DR7%2F8x%2BJmirmFaI4JoY7ruM%2BkZzxGLAiM8kPJYTU3Y6bO6Z0imD05kGGJDvNTuAACyAGfz2X84TlA0M9y0UkCprJIxGA9TM%2BE%2BcOUlmQmBEZN2E%2FyGoxVPBxAtKr1W%2FZCKlxYpQ%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=AVxigLIkY7M24L5F07u0nWx1uTBOjTTaVI5Ewt9eLqSGqLDw2NrvNgO6ZkaLgrYS5DVmRwxvBMsn30sKri9mNAJLR3yFA%2BtpMdcZe613ddD%2Ftw9hPJSbY%2B2bgB%2FAihfcooyxLLcz6ijQj1%2Bjz1cRz5EadKXRs3bW5A3bg6HlYlcpfsnTAkmivag8V6HDtJShphXoQhnIthuBfIkbSrithKr%2BFsn6&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=AVxigLLKyIICr1D4WZSgLlp4dE6esSdSHpX7s4FcRlEOtOowWkjJk%2BsYervF626rdUCnZ3yyq0DBCOWv1AeVGl2fjKGfHSZJGuWRyPlSAb4tYCqqxv6gLN%2Bl6LCEm%2BhqkFBx8nsHWUaYf8FOhWAenFIdhQAyk1oyMXgFXxigH8WhAlyajpmlpOuhL9XygpiLz%2B7Uctsr%2BpylU9SnbO6JO96pHYmbsQ%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=AVxigLKYkCHYlx5OM%2FUK2OarUiUp%2BnY9HSzREZPsB4J02bbzTmXIEb1y02uPVg2qGViwWKH3ToX1iqO4F8pP%2Bi%2BRU90fbYJIYxJCrynOM5Nsxk%2BSHakpUu5jxViBbvc0R09MhjIwDWHXEUefV7hS5TzHA5Poz5oPXB5eJiNk5silVI%2FYpQp0HTxe%2FZLINxXBKssOoWR0%2FNQyWhQm7gh4FXWeoC%2Bz%2F68t2%2BY%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=AVxigLLhsUMUJveaG43XOzIOPXEK3TRfONnTBkc%2BC7uCMbDjqYrUo1r4fPpGTuj%2F8rN3X%2FJBEkUVKkDu0aoye53HpOOnx1pf1zb%2FNJYrAZSwzySsaCWBeyuBebZm2c%2FkMj1LNpIa11LKcN3K5xvLHn2gFsPOfGRMbKKGwzM46tEG1Vy%2FZXvYEOaDQ08Pbg4%2Fu4%2Fx1uNyopb2w1ulZl2d3LCWwBs%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=AVxigLL3fA%2BnXmhKNOyo9xWVtG6p39EiKpHpI0d3gmApY2c1xle4Qgw2pK372Cm7CC8l4zz%2FF%2BTejrfdxVnGngnYksdECh0147F%2BZPqA7xyl1u9bG1xSpd8iAowuVNTmWXTqTZb7Yxu%2BK9rs9PM2%2FIbgICIQDYAmFjxX9pOPdbhUviJnsqyH0nM6XEi8RUk2rx5p2iNPG%2BNpLpFo%2F2A%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=AVxigLKOXJkYQ9IWqp0T9%2BjCfjk2N%2Fd6Tu1JMDx5p3eNCoY5Jw53gF1hIWP7GNl4KcNLllMPhqPSxDHBUypFleaszZej%2FgsbpSSEBOf26sZbIxX3juTz3zevjXXPvvjF%2Fly9XNJBqcoLEXhdZZdzXgTdcGaZWDVZSnSZ742aa8Vh%2FEX1vzWItbBwwSp2pepDGhuGeHMNyA%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=AVxigLLFg7ajukZZlW6dyzesu%2BlgC1GzpgS1fgsBgZVJRAkyL6DqeMEopnGxo2ElErv%2BJWxwg3wdEUfgqlu%2BewQ0OsDNzml5j2pl%2BSgKaoeQQUCYwGE7S%2B4kjf6zT3j8VF3Joo%2F%2Fr1%2FKQ0dnj84pdGO2yxFxTIaldeQBFWadL3g1d8sZzVMV%2Bki94rfwMU2M7p4d4CPx&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=AVxigLKbhvh2biOtZ6PI9OMAw23hs2wruZUKlYcLwybqPzTpIaJlzc0FNriGCdj1t0%2ByA%2BMt3wGVx7EEL%2BDCe4tk8pwnkkySxFfko7RDQfuFkFgRSN1wy1QhEvMRrFdh0wHC2y%2BwrdXQQPiPAjYr1hnCtP9DQ%2FBOnvQx1%2FGqnFcYsx%2BsiyL%2Bs6JT71VOgsIEXBaJspKj53L4%2FJgijA%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=AVxigLJQxxxeif8H9QJIDw%2BpJcRmJlFojAhl%2FRLEDPjqU4JqTaMdHV9dsoalWu2EzukO0wwVIEhi5MwsEivYK3ZuDUTzwPmXnzczQxICsR0BdsexZP6kRT0jFIO7RLyuwOwXjBolGxDDUrTQLGqefdlR4XQ9CUO3mMTSSe4Rm5ee5AS2kCzDqqW6kcsnX%2BN4o4%2BKDMjNNjCUD8qPXUKZgmvHPygYtc9F7EY%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=AVxigLIw4wD671F%2B9V8d3jdD%2Bn%2B2mJ1pOw4qgIly1F9ez35u5CbeAXSgXGJnHXOGgwkAgCgRR0RrcjQW7Idvim9VOoLXgeGYhYkeHJrTZY%2B5rsqK0DK%2BrhKVNqpiHrUsbPuqReEVswIV0zuCXZTkH9VArn05VUllwpkk1MPqro8GxMebmQmohSdHZthyEOUz2CEx5PSA%2BdvPjNtDx0W8FH0apw%2FyPGnWgjk3uPg%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=AVxigLL%2FXh8KCdeQ%2FCF6TyzmuMWfV5ZBD6ylbacJPKo9C7pcpwK4H66fTqZCTnbrQy5CSl12tg%2FuvIQbIF2a2VRIWmg5cDJzXEvkK2epcf5ZRmuL8Tkjal366mXlDI5LNW3g%2BE1zkn8t8JBmaui0J8q8%2B3iKwDZm4aYjUT4ju23t4hvUHkzooi8rAQT12gUCqA2ONSdSU4HArjF0SdFMbAegkFxrrQrTcaQ%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=AVxigLKbhvh2biOtZ6PI9OMAw23hs2wruZUKlYcLwybqPzTpIaJlzc0FNriGCdj1t0%2ByA%2BMt3wGVx7EEL%2BDCe4tk8pwnkkySxFfko7RDQfuFkFgRSN1wy1QhEvMRrFdh0wHC2y%2BwrdXQQPiPAjYr1hnCtP9DQ%2FBOnvQx1%2FGqnFcYsx%2BsiyL%2Bs6JT71VOgsIEXBaJspKj53L4%2FJgijA%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=AVxigLLKl4s7WzsJq9ou%2BzVC%2BPpeGUeqx8WUsOi82wLUEyUgKZyzsTujhe4ScNJtBndPkRM9ZPAvajXvFTxUlHRPEoXIadYJLmvkaUHVJ%2BgE%2BBuNFZQxbRWXUcrj0peIZDBQzRhYnhNJwcEOBt%2FqMEc3W5ErclgPxil3ULYeHJ700Viy2a36Vjkk%2FLPM6M7TQ4CK63shspH5KTRy6K3H3jA%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=AVxigLKc0jixnbAqVE5%2F69hyJWf1RHORj6VIkUOZJHeVYBAeTTZ3ualgYCLYPebH3HV%2B5ue%2F9ehQ%2FskFcS1kHhik7b5bllwm7932zY4O2k9HsYx0JBMjmFxQpXFmLSNlfHzYHKDxRyolG56f1kBzeb4Q7jKmrhCWsodX5Lo1HV7db%2FB7tg%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=AVxigLIV1lC%2FWFsgJmUgSIq%2FItIMiLJZO5EXYc5iGBVaW7a9kRcxAWKdU%2BmPxcPIE1mLvczpg9nwlOkpHfWF3SVT71OsoJwikvMlKEDv2GbL8em6QYekLxkNJanENPnv830QdwqA8N0P79dFmXjoRTMqQ8KgnEMnw5iCFlIut0g8eK%2FOmQrDT0EAhPvZJ2Xylg%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=AVxigLLTsqmVMmN0Q%2FSIkClZomQrxl1UsS0PCahtkVvkaBvYrQgcWTZtJ5BtLi%2FvoBV34%2B7rk1ncRQsBcVr%2FTAKb83IYhW8oBcJ7Z5QGGJqdD1T329YbTcSu4G2xRnjfUgIuyAbz9%2FXhWNpFwkf8kaPlkuKPWmRGsiy34DPDK0je&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=AVxigLLs8GrSLq5UTtD1%2BlcmHY%2B7bv%2FrxqhSxM4jC21crduzCcFpX8mIp1PHnnLpPa3WE5ydLQXCXyi99AofjxMHEReWhcqSjE%2BwJwMPH9QqSBN34HFxfubRZPOdBt0cmL6VSY5hmAmzibO%2F7LtyAitYO0CmGi%2BeOK6pUqQtlcXKA4%2Fd%2Fvh75Q9d5cCaeg%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=AVxigLIcvl%2FBOIQu5kV73Jyg0csc20hgTIjqjO4lo149HUqL286%2FtrSJTt2VHPSSoLrWX4%2FRRNHoXJAGBxmVELQB0VvHlB3i5ZMlI1lhfEYpYs3DLwRI29CZs9h9UTAbroBGNAwPABo2cJ2ZtJf6fmVLGoUE6yvH0x1b7Q0SdSi4WYhCQJzKhBcnWFfjW9LmpkXOGalabA6TmA%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=AVxigLIkSrnYNh%2FkHp8AwTUTVZgWil3VEiLXBtJvnCBG%2Frcl00Aj1ye51asNhT9bJgFWLIHw3bupvAICNDzKy3OYC7qJMWj0laWRN9lcZHVTdbi3B16hIijzFNE8ereu%2ByAaVlYMDWRXJpORICzXRRA2gycB11Erdb8rUzrZLaSWXc6ZIgENXvqxohezZQ%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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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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)

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

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Library

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

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

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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)

[ 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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLKgZIJBW8%2BF0nnkmnz2eEA0%2BNszmj4B9jSHSFB3Hw6NkXgwUuQ%2Bt%2FFHb35xjTvWZLyVC6JG17OYFUNs8tRwDtLnE%2FRCbIevgBZrfdsIogb7XKnxUvtED12CrkySsVNsbpCB2FwhUVnaW2RP5qeLPlR2YtlMLzWDuIoe70dtljpjWC7FA1xYWDOwI71qT3cyEA%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=AVxigLLE%2FzzCA0YYGEqD2JrQ6nLlz%2FA48k4sc19olMwzyXVSf82gD5NGrFquDRze4pE1NvDL6p9GBXMuHmYwy2SAW9oJ2jK76rDealXvp0AQFsvRzs0KVjUX7JPSESA38PHuAimb%2Fw%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=AVxigLLE%2FzzCA0YYGEqD2JrQ6nLlz%2FA48k4sc19olMwzyXVSf82gD5NGrFquDRze4pE1NvDL6p9GBXMuHmYwy2SAW9oJ2jK76rDealXvp0AQFsvRzs0KVjUX7JPSESA38PHuAimb%2Fw%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=AVxigLL6SPsWcMEo%2FPoyJEMccKuGixR3GAWu04Ie9MMWyINe6uSWf5bV6%2FJdtANez4N5pSfEJy54RGezqeUm3V1CzYLa7Y8t14bmyv%2BXiKvRfreWX6l1azH9%2BBMcmF4REFMWzhY5wxDENjQOglvTZ2GCldWUMh3WTW%2B5S2wRwePs1cIPqqTnkAx8%2BiAJ1B1ABFBt4M90Gys2JvZCAp9ffwefVw%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=AVxigLIs95db1SNAoZNP95dW%2F1OK2IjcIHSt8eF0NfQ8vng%2B25AIrCSj9KgNznkQkCJ8MZ8YlvplTFBRI%2F1FfP7RLTWLFAp2N1VPAeZ1Knq78XCrLvbUF2eQhOGQ1YrFXn61MNj7I3xrodlzwhCBlcMmgzK1TaND66SQMEg3Uc6mpD1nbuHlT%2FFkB22yaupetMlwAMWNGmjETiT8yg%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=AVxigLKXFtp%2F8P91Fd9Hykn7Z8pOrZG9gryg3CRHDNuHocXaWpsEEyntsX%2Fk%2FBLNf7kGS%2Fl07W%2FWAKeChldy5sHTYrP1oa74QBk7WKCbZVNYFSd%2BASS%2F16RgAX4rVhv6%2Fzlc1I7fZWsey1VHpXXrtlFavzAN2Qie6ot9PYAJ2Jm3mPkYFt4g3aeVHc3zLaCfAn566K%2BVqtswUIEplA%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=AVxigLKlKSJq%2FI24TupM%2Bn0GyDnIcq0nokMhzS5E2fJm2XIG5bmbcfgblyHZ0zfFxECFxgZKrwkeWiZ1mFmPLgMgHMQL27O58c6zgqV%2BAUFQp232jcwBH2Sy9XUCyKAjQP3Vs1AF1eb4ylrcyevjsWFrKd%2FnH9X11uoqHifYN5ho0DZYDtVxOBsfPt06O4pIgRwOHd1Y3NeReHuCvqtUFhtcSFI%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=AVxigLJS3I0BzCl72YeWj5INRpfZ6Xy9E7xFJJdLKdaB0Mfth9knKDCRz2ajMbdbc2Iq%2FUZAgFf1pwNmAwz5IWmHhvkX5yI%2F6qx1xjutqkpX3XrZkCbmeK%2BF%2F7DQmmK9iHt9Sr1n0WdCh899d4brc5FWCSOOLnOEAkqGOZ4NgxOOgewE%2BZ0n5VAklYZ6m0iArhzi0HN04VSb4bQuiK3%2B8zM%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=AVxigLISQyFV7rFKq6Sn%2BojR64n%2FQM%2Fd%2FiHRyoiIo35Qnr5zb1Qxgi6K3hkgZfGS6L%2Bgrcox1BcllHYXXvIAitkJAy%2B3fe4ePpP%2FAVvyNbkOQKFx2sfjl3ugplRUf7%2FpQ%2B80St2lWx3P4udaAzcd9josRxMCElUN%2BfC6csXBnYKpGi6cMY3Vyure7hmwvja1zEusdqdqytgZrQS6smFXY0DwCg8cQA%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=AVxigLKClzDNjpkiatcIuRx29ejBzdKF9%2BTHy0o6hgVYx5eQJrTqnUGgiwYNg5YooyTBNIaWFKrLQFRDmRfmPhOcG29OVXhzuocgTiUFYofiDPpYGdbCfq5A9AJt0moncWhG59GcnTIBaxJAVloYuW2Zd2QySCyIz9yNf4v6e71pNCm4MzaiCVintaxeH1zlgl1SEoENYwiMKMOtB7OWIpe14bx3arg%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=AVxigLInAFwBuI2%2FMNVqXsrqpX927lbSJYZPrWTUNBz05TiekTZ75v5ORrWrbQ67jyYXF8BhTepwajMjK%2BLgE6Cch6xbRRyNn4MjToplabdbxv0ANJjkntDKmiVs9VJABbF4PUnbo5LJD6vLm9J%2F6biBn20UcBnxbHx3ngo6Ayewog6wtxo8Yf%2BDvnU8MY%2B%2B5p2s5JuEK7cRDK9d2JILg1KuaOg%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=AVxigLJI73IhMex8YZ%2BPJabJmhzM%2F52VUyFbCr88IL5DiGfmUbKWP3XuOxaN%2FejnX%2FZSKs8GEKZ4saZoogqk2a04aCIOrbE5V1mqASpZoa4hMTzgn1PlxY5VVJhb6FmyxzhcXMjn4Vj4x06DQnDsS7N%2FL8S1JOe0M8OyfBDUOXlg2Uerm29%2B6tAfALeRTOUeVIDRzUmWlqj%2FEdAnTDQSfp5BRQ%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=AVxigLLIE4tu6QAnSrFSbed%2FGyhGzNsbGeY5zqc4Ywr05J%2FUzlA76lG6%2FWl7zESvakqS8B%2BsAveMkq4dHKibD3WJLh9cQAid5rKw2r2wC%2B0DR7%2F8x%2BJmirmFaI4JoY7ruM%2BkZzxGLAiM8kPJYTU3Y6bO6Z0imD05kGGJDvNTuAACyAGfz2X84TlA0M9y0UkCprJIxGA9TM%2BE%2BcOUlmQmBEZN2E%2FyGoxVPBxAtKr1W%2FZCKlxYpQ%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=AVxigLIkY7M24L5F07u0nWx1uTBOjTTaVI5Ewt9eLqSGqLDw2NrvNgO6ZkaLgrYS5DVmRwxvBMsn30sKri9mNAJLR3yFA%2BtpMdcZe613ddD%2Ftw9hPJSbY%2B2bgB%2FAihfcooyxLLcz6ijQj1%2Bjz1cRz5EadKXRs3bW5A3bg6HlYlcpfsnTAkmivag8V6HDtJShphXoQhnIthuBfIkbSrithKr%2BFsn6&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=AVxigLLKyIICr1D4WZSgLlp4dE6esSdSHpX7s4FcRlEOtOowWkjJk%2BsYervF626rdUCnZ3yyq0DBCOWv1AeVGl2fjKGfHSZJGuWRyPlSAb4tYCqqxv6gLN%2Bl6LCEm%2BhqkFBx8nsHWUaYf8FOhWAenFIdhQAyk1oyMXgFXxigH8WhAlyajpmlpOuhL9XygpiLz%2B7Uctsr%2BpylU9SnbO6JO96pHYmbsQ%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=AVxigLKYkCHYlx5OM%2FUK2OarUiUp%2BnY9HSzREZPsB4J02bbzTmXIEb1y02uPVg2qGViwWKH3ToX1iqO4F8pP%2Bi%2BRU90fbYJIYxJCrynOM5Nsxk%2BSHakpUu5jxViBbvc0R09MhjIwDWHXEUefV7hS5TzHA5Poz5oPXB5eJiNk5silVI%2FYpQp0HTxe%2FZLINxXBKssOoWR0%2FNQyWhQm7gh4FXWeoC%2Bz%2F68t2%2BY%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=AVxigLLhsUMUJveaG43XOzIOPXEK3TRfONnTBkc%2BC7uCMbDjqYrUo1r4fPpGTuj%2F8rN3X%2FJBEkUVKkDu0aoye53HpOOnx1pf1zb%2FNJYrAZSwzySsaCWBeyuBebZm2c%2FkMj1LNpIa11LKcN3K5xvLHn2gFsPOfGRMbKKGwzM46tEG1Vy%2FZXvYEOaDQ08Pbg4%2Fu4%2Fx1uNyopb2w1ulZl2d3LCWwBs%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=AVxigLL3fA%2BnXmhKNOyo9xWVtG6p39EiKpHpI0d3gmApY2c1xle4Qgw2pK372Cm7CC8l4zz%2FF%2BTejrfdxVnGngnYksdECh0147F%2BZPqA7xyl1u9bG1xSpd8iAowuVNTmWXTqTZb7Yxu%2BK9rs9PM2%2FIbgICIQDYAmFjxX9pOPdbhUviJnsqyH0nM6XEi8RUk2rx5p2iNPG%2BNpLpFo%2F2A%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=AVxigLKOXJkYQ9IWqp0T9%2BjCfjk2N%2Fd6Tu1JMDx5p3eNCoY5Jw53gF1hIWP7GNl4KcNLllMPhqPSxDHBUypFleaszZej%2FgsbpSSEBOf26sZbIxX3juTz3zevjXXPvvjF%2Fly9XNJBqcoLEXhdZZdzXgTdcGaZWDVZSnSZ742aa8Vh%2FEX1vzWItbBwwSp2pepDGhuGeHMNyA%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=AVxigLLFg7ajukZZlW6dyzesu%2BlgC1GzpgS1fgsBgZVJRAkyL6DqeMEopnGxo2ElErv%2BJWxwg3wdEUfgqlu%2BewQ0OsDNzml5j2pl%2BSgKaoeQQUCYwGE7S%2B4kjf6zT3j8VF3Joo%2F%2Fr1%2FKQ0dnj84pdGO2yxFxTIaldeQBFWadL3g1d8sZzVMV%2Bki94rfwMU2M7p4d4CPx&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=AVxigLKbhvh2biOtZ6PI9OMAw23hs2wruZUKlYcLwybqPzTpIaJlzc0FNriGCdj1t0%2ByA%2BMt3wGVx7EEL%2BDCe4tk8pwnkkySxFfko7RDQfuFkFgRSN1wy1QhEvMRrFdh0wHC2y%2BwrdXQQPiPAjYr1hnCtP9DQ%2FBOnvQx1%2FGqnFcYsx%2BsiyL%2Bs6JT71VOgsIEXBaJspKj53L4%2FJgijA%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=AVxigLJQxxxeif8H9QJIDw%2BpJcRmJlFojAhl%2FRLEDPjqU4JqTaMdHV9dsoalWu2EzukO0wwVIEhi5MwsEivYK3ZuDUTzwPmXnzczQxICsR0BdsexZP6kRT0jFIO7RLyuwOwXjBolGxDDUrTQLGqefdlR4XQ9CUO3mMTSSe4Rm5ee5AS2kCzDqqW6kcsnX%2BN4o4%2BKDMjNNjCUD8qPXUKZgmvHPygYtc9F7EY%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=AVxigLIw4wD671F%2B9V8d3jdD%2Bn%2B2mJ1pOw4qgIly1F9ez35u5CbeAXSgXGJnHXOGgwkAgCgRR0RrcjQW7Idvim9VOoLXgeGYhYkeHJrTZY%2B5rsqK0DK%2BrhKVNqpiHrUsbPuqReEVswIV0zuCXZTkH9VArn05VUllwpkk1MPqro8GxMebmQmohSdHZthyEOUz2CEx5PSA%2BdvPjNtDx0W8FH0apw%2FyPGnWgjk3uPg%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=AVxigLL%2FXh8KCdeQ%2FCF6TyzmuMWfV5ZBD6ylbacJPKo9C7pcpwK4H66fTqZCTnbrQy5CSl12tg%2FuvIQbIF2a2VRIWmg5cDJzXEvkK2epcf5ZRmuL8Tkjal366mXlDI5LNW3g%2BE1zkn8t8JBmaui0J8q8%2B3iKwDZm4aYjUT4ju23t4hvUHkzooi8rAQT12gUCqA2ONSdSU4HArjF0SdFMbAegkFxrrQrTcaQ%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=AVxigLKbhvh2biOtZ6PI9OMAw23hs2wruZUKlYcLwybqPzTpIaJlzc0FNriGCdj1t0%2ByA%2BMt3wGVx7EEL%2BDCe4tk8pwnkkySxFfko7RDQfuFkFgRSN1wy1QhEvMRrFdh0wHC2y%2BwrdXQQPiPAjYr1hnCtP9DQ%2FBOnvQx1%2FGqnFcYsx%2BsiyL%2Bs6JT71VOgsIEXBaJspKj53L4%2FJgijA%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=AVxigLLKl4s7WzsJq9ou%2BzVC%2BPpeGUeqx8WUsOi82wLUEyUgKZyzsTujhe4ScNJtBndPkRM9ZPAvajXvFTxUlHRPEoXIadYJLmvkaUHVJ%2BgE%2BBuNFZQxbRWXUcrj0peIZDBQzRhYnhNJwcEOBt%2FqMEc3W5ErclgPxil3ULYeHJ700Viy2a36Vjkk%2FLPM6M7TQ4CK63shspH5KTRy6K3H3jA%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=AVxigLKc0jixnbAqVE5%2F69hyJWf1RHORj6VIkUOZJHeVYBAeTTZ3ualgYCLYPebH3HV%2B5ue%2F9ehQ%2FskFcS1kHhik7b5bllwm7932zY4O2k9HsYx0JBMjmFxQpXFmLSNlfHzYHKDxRyolG56f1kBzeb4Q7jKmrhCWsodX5Lo1HV7db%2FB7tg%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=AVxigLIV1lC%2FWFsgJmUgSIq%2FItIMiLJZO5EXYc5iGBVaW7a9kRcxAWKdU%2BmPxcPIE1mLvczpg9nwlOkpHfWF3SVT71OsoJwikvMlKEDv2GbL8em6QYekLxkNJanENPnv830QdwqA8N0P79dFmXjoRTMqQ8KgnEMnw5iCFlIut0g8eK%2FOmQrDT0EAhPvZJ2Xylg%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=AVxigLLTsqmVMmN0Q%2FSIkClZomQrxl1UsS0PCahtkVvkaBvYrQgcWTZtJ5BtLi%2FvoBV34%2B7rk1ncRQsBcVr%2FTAKb83IYhW8oBcJ7Z5QGGJqdD1T329YbTcSu4G2xRnjfUgIuyAbz9%2FXhWNpFwkf8kaPlkuKPWmRGsiy34DPDK0je&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=AVxigLLs8GrSLq5UTtD1%2BlcmHY%2B7bv%2FrxqhSxM4jC21crduzCcFpX8mIp1PHnnLpPa3WE5ydLQXCXyi99AofjxMHEReWhcqSjE%2BwJwMPH9QqSBN34HFxfubRZPOdBt0cmL6VSY5hmAmzibO%2F7LtyAitYO0CmGi%2BeOK6pUqQtlcXKA4%2Fd%2Fvh75Q9d5cCaeg%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=AVxigLIcvl%2FBOIQu5kV73Jyg0csc20hgTIjqjO4lo149HUqL286%2FtrSJTt2VHPSSoLrWX4%2FRRNHoXJAGBxmVELQB0VvHlB3i5ZMlI1lhfEYpYs3DLwRI29CZs9h9UTAbroBGNAwPABo2cJ2ZtJf6fmVLGoUE6yvH0x1b7Q0SdSi4WYhCQJzKhBcnWFfjW9LmpkXOGalabA6TmA%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=AVxigLIkSrnYNh%2FkHp8AwTUTVZgWil3VEiLXBtJvnCBG%2Frcl00Aj1ye51asNhT9bJgFWLIHw3bupvAICNDzKy3OYC7qJMWj0laWRN9lcZHVTdbi3B16hIijzFNE8ereu%2ByAaVlYMDWRXJpORICzXRRA2gycB11Erdb8rUzrZLaSWXc6ZIgENXvqxohezZQ%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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&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=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLWsGfwhFMFItfOLf8AmZTdTMKZxPwFQi5HDUEjgmt%2BPMKjuRxUIJEYqbW9o3FWD5%2FAdtvPAqk3gsjzQC8SVDklRMahDBFVeUzpLF4USl3JGbXPlfwh0qHZH17Sgw3cclIFWyH6K4M3PkmlLYoTfi7q2H8em%2BNv3QfJ4ZGZzUvGqA%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLM7GsQghk2kknl94EbZrS2yLmGj8w%2BAhv0g32SBVDQJCWFEAQIFec41wJY%2BMk9y91fhi8hkCKtLFKlgOyDWEwkSfK8Xp%2BYnBmDP1SepbWI9%2BCvBJv7h9UVRbGa%2BWC2sPZuQoCfrUlQFvtxUBD8FdhHaW8psXIFKfcjKcdlIYPd&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKgZIJBW8%2BF0nnkmnz2eEA0%2BNszmj4B9jSHSFB3Hw6NkXgwUuQ%2Bt%2FFHb35xjTvWZLyVC6JG17OYFUNs8tRwDtLnE%2FRCbIevgBZrfdsIogb7XKnxUvtED12CrkySsVNsbpCB2FwhUVnaW2RP5qeLPlR2YtlMLzWDuIoe70dtljpjWC7FA1xYWDOwI71qT3cyEA%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)

RAZOR INTEGRATION · BUILT FOR EVERYTHING ELSE

# Razor integration that reaches the systems other tools can't.

Connect Razor Labs to every CMMS, EAM, SCADA and AI agent your reliability team runs on. Turn DataMind sensor-fusion predictions into an automatic work order, with condition data unified in an Industrial AI Data Fabric.

[Get my Razor integration plan →](https://www.rayven.io/free-assessment) [Talk to us](https://www.rayven.io/contact)

★★★★★**5/5** · 140+ reviews **Australian-built** **99.9%** platform uptime

![Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426.png) + ![Razor Labs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/razor-labs-logo.webp)

Live demo · Claude querying Razor + ops via Rayven MCP

RS

What's the status of the Razor Labs DataMind → CMMS flow today?

C

**All flowing.** Fusion prediction raises the work order is live. No blockers flagged.

Razor Labs DataMindCMMS

Trusted by 240+ teams across Australia + globally

- ![ABCDust](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ABC-Dust2-60-grey.png?width=221&height=60&name=ABC-Dust2-60-grey.png)
- ![Anglo American](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png?width=272&height=60&name=anglo-american-60-grey.png)
- ![AngloGold Ashanti](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/AngloGold-Ashanti-2-60-grey.webp?width=207&height=60&name=AngloGold-Ashanti-2-60-grey.webp)
- ![AquaAnalytics](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/aquaanalytics-60-grey.png?width=207&height=60&name=aquaanalytics-60-grey.png)
- ![Blue Mountains City Council](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Blue-Mountains-CC-60-grey.png?width=88&height=60&name=Blue-Mountains-CC-60-grey.png)
- ![Collective Intelligence](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Collective%20Intelligence-grey-60.png?width=1000&height=490&name=Collective%20Intelligence-grey-60.png)
- ![CSIRO](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/CSIRO_grey-60.png?width=2048&height=2048&name=CSIRO_grey-60.png)
- ![Ericom](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ericom-60-grey.png?width=240&height=60&name=ericom-60-grey.png)
- ![EYEMine](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/EyeMine-60-grey.png?width=318&height=60&name=EyeMine-60-grey.png)
- ![Fulton Hogan](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png?width=217&height=60&name=Fulton-Hogan-60-grey.png)
- ![Glencore](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png?width=343&height=60&name=Glencore-60-grey.png)
- ![NSW Government](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/nsw-government-two-colour-grey-60.png?width=1194&height=1268&name=nsw-government-two-colour-grey-60.png)
- ![NSW Ports](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/NSW-Ports-60-grey.png?width=169&height=60&name=NSW-Ports-60-grey.png)
- ![Precision Livestock Farming](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/PLF-60-grey.png?width=151&height=60&name=PLF-60-grey.png)
- ![RamJack](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/RamJack_Final_logo_grey-60.png?width=427&height=111&name=RamJack_Final_logo_grey-60.png)
- ![Riverina Fresh](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Riverina-Fresh-60-grey.png?width=72&height=60&name=Riverina-Fresh-60-grey.png)
- ![Telstra](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Telstra-60-grey.png?width=218&height=60&name=Telstra-60-grey.png)
- ![Ventia](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png?width=209&height=60&name=Ventia-Logo-grey-60.png)
- ![Viva Energy](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png?width=120&height=60&name=Viva-60-grey.png)
- ![Vodafone](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Vodafone-60-grey.png?width=84&height=60&name=Vodafone-60-grey.png)
- ![Wattwatchers](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Watt-Watchers-60-grey.png?width=109&height=60&name=Watt-Watchers-60-grey.png)

- ![ABCDust](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ABC-Dust2-60-grey.png?width=221&height=60&name=ABC-Dust2-60-grey.png)
- ![Anglo American](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png?width=272&height=60&name=anglo-american-60-grey.png)
- ![AngloGold Ashanti](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/AngloGold-Ashanti-2-60-grey.webp?width=207&height=60&name=AngloGold-Ashanti-2-60-grey.webp)
- ![AquaAnalytics](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/aquaanalytics-60-grey.png?width=207&height=60&name=aquaanalytics-60-grey.png)
- ![Blue Mountains City Council](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Blue-Mountains-CC-60-grey.png?width=88&height=60&name=Blue-Mountains-CC-60-grey.png)
- ![Collective Intelligence](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Collective%20Intelligence-grey-60.png?width=1000&height=490&name=Collective%20Intelligence-grey-60.png)
- ![CSIRO](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/CSIRO_grey-60.png?width=2048&height=2048&name=CSIRO_grey-60.png)
- ![Ericom](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ericom-60-grey.png?width=240&height=60&name=ericom-60-grey.png)
- ![EYEMine](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/EyeMine-60-grey.png?width=318&height=60&name=EyeMine-60-grey.png)
- ![Fulton Hogan](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png?width=217&height=60&name=Fulton-Hogan-60-grey.png)
- ![Glencore](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png?width=343&height=60&name=Glencore-60-grey.png)
- ![NSW Government](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/nsw-government-two-colour-grey-60.png?width=1194&height=1268&name=nsw-government-two-colour-grey-60.png)
- ![NSW Ports](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/NSW-Ports-60-grey.png?width=169&height=60&name=NSW-Ports-60-grey.png)
- ![Precision Livestock Farming](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/PLF-60-grey.png?width=151&height=60&name=PLF-60-grey.png)
- ![RamJack](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/RamJack_Final_logo_grey-60.png?width=427&height=111&name=RamJack_Final_logo_grey-60.png)
- ![Riverina Fresh](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Riverina-Fresh-60-grey.png?width=72&height=60&name=Riverina-Fresh-60-grey.png)
- ![Telstra](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Telstra-60-grey.png?width=218&height=60&name=Telstra-60-grey.png)
- ![Ventia](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png?width=209&height=60&name=Ventia-Logo-grey-60.png)
- ![Viva Energy](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png?width=120&height=60&name=Viva-60-grey.png)
- ![Vodafone](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Vodafone-60-grey.png?width=84&height=60&name=Vodafone-60-grey.png)
- ![Wattwatchers](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Watt-Watchers-60-grey.png?width=109&height=60&name=Watt-Watchers-60-grey.png)

THE REALITY

## Razor is brilliant at what it does. Useless at everything else your data + AI needs to touch.

DataMind fuses the sensors and predicts the failure, but the diagnosis stays in its console while the CMMS waits. Fused outputs never reach finance, and the wider AI estate never sees the predictions.

The integration tool you've already tried probably can't fix it.

 What Zapier + iPaaS reach

### App-to-app. Useful, until it isn't.

Connectors for Razor, Slack + a thousand other cloud apps. Cheap + fast for the easy half of integration. Where they hit a wall:

- CMMS that should raise a work order from a Razor Labs prediction or diagnosis
- SCADA, vibration and vision feeds that must reach the DataMind models at once
- EAM and ERP needing predicted failures tied to the asset and maintenance cost
- Data warehouses and AI agents needing live prediction, diagnosis and confidence signals

 What Rayven reaches

### SCADA, historians, CMMS, sensors + AI. One platform.

The integration platform built for what other tools can't (or won't) reach - plus an AI data fabric, MCP server + app builder layered on top.

- Razor + every CMMS, EAM and SCADA system
- Sensors, SCADA, historians, CMMS, IoT + custom-built connectors.
- Files, legacy SQL, FTP + custom-built connectors
- Real-time bidirectional sync, tier-aware + rate-limit-safe
- AI Data Fabric, MCP, automation + custom apps included

WHAT YOU CAN BUILD

## Razor + Rayven: AI, automation + tools that reach every system you run.

4 examples of what Rayven customers run on Razor + integrated systems. Built in weeks, not months.

Razor Labs DataMind → CMMS

#### Fusion prediction raises the work order

A DataMind sensor-fusion prediction or diagnosis raises a work order in your CMMS automatically, with the asset, predicted failure and confidence attached. The fused output turns into scheduled maintenance.

U

Anything that needs my attention right now?

AI

**3 items.** 1 deal stuck, 1 account flagged, 1 task overdue.

RazorCMMS

SCADA, vibration + vision → Razor Labs DataMind

#### Every source feeds the fusion

SCADA tags, vibration signals and vision data stream into DataMind over OPC-UA, MQTT and REST, so its models fuse the full multi-source picture rather than a single feed.

U

Which devices flagged risk in the last 24 hrs?

AI

**11 events.** 3 critical - linked to 2 enterprise accounts.

RazorSCADAIoT

Razor Labs DataMind → EAM + ERP

#### Predicted failure meets the asset record

Prediction scores and diagnoses post to [EAM](https://www.rayven.io/solutions/data-integration-platform/eam-integration) and [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) against the asset and cost centre, so reliability strategy runs on fused prediction.

U

Reconcile this month's pipeline + finance.

AI

**$1.82M aligned**, $48k variance flagged. Owners notified.

RazorEAM + ERPSAP

Razor Labs DataMind → Data warehouse + AI agents

#### Fusion outputs, AI-ready

Every prediction, diagnosis and confidence score streams into Rayven's Industrial AI Data Fabric. AI agents query fleet-wide risk and blend DataMind with other models across the estate in real-time.

U

Schedule fulfilment for this week's closed deals.

AI

**7 work orders created.** 4 picked, 2 awaiting stock, 1 escalated.

RazorData warehouseWMS

BEYOND INTEGRATION

## Integration is the start with Rayven. Here's what comes with it.

Rayven isn't just a Razor connector. It's the operational software platform underneath - so once Razor is connected, four more capabilities come online by default.

01

 

#### AI-ready data layer (AI Data Fabric)

Razor data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

02

 

#### Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to Razor and every other connected system. Your AI stops guessing - cites real Razor records + numbers.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Workflows + AI agents act on Razor data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.  
[Learn more →](https://www.rayven.io/solutions/automation-software)

04

 

#### Custom apps + portals

Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated Razor data. No separate BI tool, no separate dev stack.  
[Learn more →](https://www.rayven.io/solutions/custom-software)

**All on top of your existing stack.** No rip + replace. Razor stays Razor. Rayven works on what you've already built. Specifically tuned for **Razor Labs fusion-prediction routing and confidence-weighted work-order prioritisation**.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

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

[

01INTEGRATIONAI

AI for connection

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

02DATAAI

AI for context

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

03EXECUTIONAI

AI for action

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

04PRESENTATIONAI

AI for interaction

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

05SECURITYAI

AI for guardrails

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

AI Agents

AI

Predictive AI + ML

AI

Conversational AI

AI

Real-time Training

AI

AI-led Execution

AI

Multimodal AI

AI

Anomaly Detection

AI

Forecasting

AI

Vision + Edge

AI

Gen AI Summaries

AI

THE PLATFORM BEHIND IT

## Rayven is a five-layer platform ALL your integrations + much more can run on.

Integration is one layer of Rayven. Data, execution, presentation + governance are the other four - all delivered as one platform on one commercial.

Integration Layer ▾

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

Data Layer ▾

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

Execution Layer ▾

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

Presentation / UI Layer ▾

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

Security, Governance + Hosting ▾

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

Click any layer to explore what's included.

---

<https://www.rayven.io/solutions/data-integration-platform/predictive-maintenance-integration/razor-labs-integration#>

RAZOR INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

Razor integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

Razor to other SaaS

Yes

Best in class

Yes

DIY effort

Razor to OT / SCADA / IoT

Yes

No

Custom build

Months of work

Razor to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

Real-time, tier-aware + rate-limit-safe

Yes

Throttled / paid

Yes

Hard to get right

Razor Labs fusion prediction to CMMS work order

Built in

No fusion feed

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

No

No

No

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

## The integration is the easy bit. The platform + team behind it is the difference.

99.9% platform uptime

#### Platform + team. One commercial.

Not five vendors stitched together. Rayven is the platform AND the **Australia-based expert team** that scopes, builds + supports it. One commercial. No licence stacking, no finger-pointing.

SENSOR-FUSION AI NATIVE

#### Built for DataMind's multi-source fusion.

Rayven reads DataMind predictions, diagnoses and confidence scores over its REST API with API-key auth, mapping each to the asset natively. **Confidence-weighted priority mapping** raises a real-time CMMS work order while SCADA, vibration and vision feeds reach DataMind for full-source fusion.

5/5 · 140+ REVIEWS

#### We stay after go-live.

No handoff. No disappearing. Rayven is a **long-term partner** when your Razor evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.

DEPLOY HOW YOU WANT

#### Hosted your way, where you need.

Deploy as **cloud, private cloud + on-premise** - in Australia, the US, the UK, or anywhere else your Razor data needs to live. Your residency, your rules, your local compliance environment.

FAQS

## The questions Razor admins, RevOps + IT ask first.

If you're evaluating Rayven for Razor integration, these are the things worth knowing before booking a call.

##### The 30-minute call covers

- Your Razor + connected stack today
- What's reachable + which systems to bring in first
- Live walkthrough of Rayven against your scenario
- Time, scope + delivery estimate
- Honest read on whether Rayven's the right fit

#### What is Razor Labs integration?

Razor Labs integration is the practice of connecting DataMind AI to the rest of your reliability stack - [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations), [EAM](https://www.rayven.io/solutions/data-integration-platform/eam-integration), SCADA and AI - so its predictions drive work and reach every system. Rayven delivers it as part of an [Industrial AI Data Fabric](https://www.rayven.io/solutions/data-integration-platform), not a single-purpose connector.

#### How does Rayven connect Razor Labs to other systems?

Rayven uses Razor Labs' REST API for real-time sync. Sensor-fusion predictions, diagnoses, confidence scores and asset metadata flow as first-class integration events into your [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations). See [the Rayven Platform](https://www.rayven.io/platform) for how integration and data layers fit together.

#### Can Rayven raise a work order from a Razor Labs prediction?

Yes. A DataMind sensor-fusion prediction or diagnosis raises a work order in your [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations) automatically, with the asset and predicted failure attached. The fused output becomes scheduled work rather than a console alert.

#### Does Rayven replace Razor Labs?

No. DataMind stays your sensor-fusion prediction engine. Rayven connects its outputs to the CMMS, [EAM](https://www.rayven.io/solutions/data-integration-platform/eam-integration) and AI, feeds every source in and unifies its predictions with other techniques. Rayven complements Razor Labs by making its diagnoses actionable everywhere.

#### How long does Razor Labs integration take with Rayven?

Most Razor Labs integrations go live in 2-12 weeks. A single DataMind-to-CMMS flow runs in 3-4 weeks; a full multi-source fusion fabric runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/predictive-maintenance-integration#delivery).

#### What are the technical specifics of Razor Labs integration with Rayven?

Rayven integrates Razor Labs DataMind through its REST API, authenticated with API keys. Sensor-fusion prediction scores, diagnoses, confidence levels and asset metadata are read in real-time and mapped against the asset, so a prediction carries failure mode and confidence into the [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations). Confidence-weighted rules turn fused outputs into correctly ranked work orders. Rate limits are managed through batching and back-pressure so scoring pulls never throttle out. Model thresholds, source identifiers and asset references are preserved with field-level mapping into [EAM](https://www.rayven.io/solutions/data-integration-platform/eam-integration) and [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) targets. Upstream, SCADA tags, vibration signals and computer-vision data reach DataMind via OPC-UA, MQTT and REST for full multi-source fusion. DataMind outputs unify with other condition techniques against one asset model. Validated against the Razor Labs DataMind platform across heavy-industrial and mining asset classes. Rayven reads condition data and triggers work; it never issues control commands to plant.

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<https://www.rayven.io/solutions/data-integration-platform/predictive-maintenance-integration/razor-labs-integration#body> 

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