---
title: QMS Integration | Rayven
description: Connect every QMS to your MES, ERP, LIMS + AI in real-time - NCR, CAPA, audit + SPC data unified across every site, without touching the production line. 1,228+ connectors, Australian-built.
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=AVxigLKcPKiAvgiy9yhzaeHbPphr9Mpu43Go%2Budho4%2BEOqXE2LCaSJHFsX%2BxvwDFe5U%2BIGqpTmnU0cXftY%2B%2FNjWGQEQ6oXKXjVm3JEu63fd6u4ELydYbda5V4quzEGoDwprF3HBiug%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=AVxigLKcPKiAvgiy9yhzaeHbPphr9Mpu43Go%2Budho4%2BEOqXE2LCaSJHFsX%2BxvwDFe5U%2BIGqpTmnU0cXftY%2B%2FNjWGQEQ6oXKXjVm3JEu63fd6u4ELydYbda5V4quzEGoDwprF3HBiug%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=AVxigLLBdrTHXaS%2BO3vsiomb8CczR%2Fx%2FgLXStz5FQKl96wNqQDnm7h9sajRG0KnJqsltk7QTnWc%2Br%2FpgLCKX2bzvOoGQTG8W4IkerpyWsEgQZ8bIFyUfhovBqwwn3DNF4Dj8fjIaMepaWCG3W%2BGpxAQjst8zs%2BAaPvi4TWBL30Eo%2BTmBj0t78czMtlquAXn0OgennaFNzA7SAQDm0bw9XCN25w%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=AVxigLI%2F7bQ%2BHxIJkwPQm60PjXyFrGULzRE%2Ffm%2BTi8FFKR1jiey4yiwr4qw%2BoUAgIptaEOMGMzvWsjZOdC%2Bb3vvAFawlemu7Uw5ViFvKKz57qjTvnYNIq%2BvXgpXhVx6KjvaqBOKbsihdzjwIImIkiDplJ%2B%2BAHtG2%2BhLukynkhPHAYLk6epQfGrhRaYeByTHvkw13k7ftmVqj4NG6EA%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=AVxigLIqbb77i4gVc02fhyzwqkixViui2JMtw0Tl7mURiDY%2F45xMRHSk3XLrVztfUtHECW%2Bn78G0UHwcKEHgBdR4Df1k80I9wtgKB5b%2Bj%2BVFy2g90UcLZ8%2BPOzMz62XW1Tc9NoNTdeMOq2nsVX94TLnUG%2BxhHc061itXjbMNuLOhleaB2uLU7gh%2F9oUAWc2dh7on8BGSLqOvqQ36mQ%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=AVxigLKy4TD7xgl%2FDcewBhN6LINFmVTlrV8XpI1UDbqovHHEuy2M%2FyRmugat4HLC0KuieK7WFnTV6iaT4fgDh3ZFM80laVRDZVZSU3AZyfUvzM6pQV1%2BpFvyr1Fe1VV7Hf0hYzaM1tX%2FnKNhoITD%2BNIHfIcxkgua8%2Fi7%2FIGGZ149wxtGBemjBgIJ2zcKTAjKe6%2Fqc0wYnRLxEVEX%2BkII8CjEjlQ%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=AVxigLJgK8CKfXt3HyzLtAIWju%2BdrxYUARkMBXtAGk8aJ0IfIb4wDfhnreacSSDG%2B1fX7Uv4tHegLOKy%2BqLr1%2BF724ooZb1gb5OW4g4XMjENXh%2FG1lyXdmgsqpnp25Tm1vw4%2FtM91N2VZ8ql5EXcpgWM2fVExKyJ9JqH7nofVm8H7n5Bt0BJHU%2B4Jhn3uzylNOc9zm0lZcyHvaacDaEukto%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=AVxigLKcJ9t86rM1NQVNwmT4K%2BGDTtUIs%2BKGmqK8G86F%2FkU1276y1rS%2FZ3X%2FdcOC%2B54ZEmaO5kvbHlXZ0IioPIQiAYcuSbdsFvTAwN4bN4buxoN0KV5nmw9EjwZHUP1k0Sw1UFEV0nfr3L17xi1lcWWK%2BROXYw2yRgVRfls6kdrsOdWx0uBYIW2wp0%2BhWXwJb%2BlHyuYUfpUZHlmaqXx3BDJRnlSHPw%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=AVxigLIcvHq06MzKqjB0utXr%2B48hGzsgm4lRL0lR7tIl2kPGjh1ycT9uVgXhhZxFeesmzXQ6VdcMdH8IMQJOnR%2FDkj8%2B3U3eteO8Yfprlk8ZO05aqqWiqZ8QIGj3aWIzNTx5%2Bjjps%2BMjwTnQeFNPoc1fXVzc055fcbZL4KWcYVcpugbphZ91XvkF4iBo2D%2BDXuE00MTqJse1HonZioGuvaq1aS2YRXg%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=AVxigLKVCIh4KsFEbqZZAGIUmZVuYf8e3cEQ%2BuFDYHHRH%2BLFbU8Hik1jw%2BpySYD6MZ%2Fs8GloGqNMhWM0jEQwbk5PKoph5WGWBIbnEZjI%2Fs7KDD0Cz9bNpTJXn%2FqzTtFUQqv2%2Bi3T2lz5qKJih6b1%2B2twixCZtkRV5beQEvSdr7amvESSzbw%2Fu7apKKeFYVgsCvMUeh4dvXft9DCfowjxnxCpmnM%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=AVxigLLNDKoReYxtldwP5xB9jFBfLTN1QD8plio41f9O%2FOcsnlcdXF6MneSRsQNvtVyOLMig5qRC7IqAqOJBFbPh5GUDiOhksM0FJBjEUH6cYHHiLbovOEhBsuUaBSKeGHalMWtQxlejlF5ynHe2S0xIr0mDIQ0E%2FP6RnM8H9bgSMRDmiluPl63bwnlAmZM%2BAniceDwn40rCV7D41QXEHLZhUw%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=AVxigLLCCnvZh1Yt5Zrb7mPy9B1KK05S9LU9ra639lTQamli47J%2FgTBL7FCBbPcApxJEWblm48HPLxEfOIY%2FUUxx6FVFfCdfvpKt5QYz97MXWzRa4ym0eiSbVgOiYrK%2BtCsi5OS%2BIpWQAzMUlNJTctErbHFKzJacsTK0zPUI9wPtVDu5R7hz8Pz8cyM5gz8amYUsqXrAWdLzAT%2FjJW%2Fq9ahN2r4f0vCSai1dbqA65G7FPZspuA%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=AVxigLLUSLfxFAbZcKF%2FA500zryUSLWZ56CAhOitfyzWFMP7ii0anwFb1jgJCdrUwywqjolpA5uPIF76Bh5aFHQZ9Q5H%2BdcUvwviin%2BwyP%2F%2BqDyVkmjksSHYMOQg0JZAYHq6a4REzWEXTPpXv7fS%2BQlXAkwbOrBTS5LVHVS16tOkcQw2wRY6otl%2BqE7I%2FH0oVqs5U6J6h4nyZPWw3huiI1nku4hu&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=AVxigLIbHuYnhhAIRfwyHeA2Jwx2PzGffiNypho7isNqGHsOmLEniVE6mTiIeKiCrFRPBhDGU1nxEk%2BmkArb9Cq3ay9JLhlXQjKrGUbPjhhQkGi9F7Xtz1J%2BSV%2Bdog6sG8W86QEFfUTN620tk%2FC1zpDLXfja%2F%2B1BsxXoO69k59xjLpQoHnxyxfEK6%2FI3UHogAdHDorsFsaSnDjNnJut%2F1VHZKVYpmA%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=AVxigLI5VvnVMILOs87G3LTcBvmmbekQP%2Brl94A9IxxFbIEd42PP9icH0a0t8WL9RO8oMDwHGl%2BAWJVhssQQbiIJvVAdwJaf%2BfLAJXXL0KGAd5Md%2FS7zPnGmwWgZAiufpuoLrToarV4Kt1ZCkQOV5AxV92pdkoh2JfoWZ4tTZDM7gp1m%2BFg5GwUrsK77nyINgj3CgtORspWepe9e9CcV3o7V34xAt9kHVRM%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=AVxigLItzeou22gxxlNB5QPQ6vKFHu%2BpZfzHP%2BSoGStD92nEpGH%2B6Rqcsdna9lsSmqlqf1N7cjEdQRhWrApS4pzggjL747xqs%2FxKn5Q%2FSZJd9M%2FyrzfmYinpjr6DMkSNYsPRfCgMXCKmKoNOqGBfEPRz9W6tZBdaUy%2B%2FbqII6Y4yh7sSIVCiKzL5%2B7%2FbdfPcUt32YoQhavuWnwCiBIQ1Iho%2Fc2Y%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=AVxigLLHXzT7TQPB1kNhtoNWYAmOz3KA61eVU4W8X4HUQf7OZVEukWJnGEioZB851Fc3Evoj5Cb1svyQHW5cGnpNY3M73C2GucvzBXIOtPKu2Fv3aJU4AMup8fFb8lF2bIXqB8HfYMLNV0EXH97zNWTI3UQQ4%2F7iEM9jPbU7ege1975MIYLPt1lLyMKccu%2FTryKdCTRHzlDT0g6h4ZE%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=AVxigLJ9IvF9qRWqt6UQ7a6Y%2FcRYYleNW5XF7tA7CvyWHsOhBpyNnYyFzV09rDpXuFSnw8EVT0dAAUP6rZp2S8lXHsDLeDxIp1bVrQJyAX3t2twZvL14x6P%2FYPP0A6gKVwBJPhwYDUVVOg8nnOYe0Pfr2CufMRQfcs14hqNZuFBJis%2B8zrSk1fwp0fkqttIqydE4jQ5lAQ%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=AVxigLIl%2BAGrYoQ125YsxFZudu6ZoKG8a9h4Za6uVfUuYx5sQQ08cuEweiqAW%2BNw0Z12NQ2htj7c1TbAL4S36r2X3pAfwLWrK219ybthG2itKkq3XkXEjKweZnty0mXQ8aFDHxNvk%2FMOhciWT3q7oO6oDwtK0%2B20b3SMdkKZBptxp8rzkepWCRNvppTxoodQcJabWTyY&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=AVxigLKY8mnaDQ%2BJn%2BBbbzdK5uGMNMk%2FJHPN1VtjYcq%2B8tt1ZZ4C1y%2FDuhJZAJFjPRPdBumd%2FqEiaDgXow8n5RS8cyzVvQMBuVeDLD57cH9K4vgv5%2F7ZcEodyU%2FadBh2iaZ7%2FaXujyJLecRp8lu3nFniULzz7NTkIuil3EaeRCmz48QOqoE1MsNy7B0aDvrH%2F%2BpqUoPOce0j%2FRrF7g%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=AVxigLJ6N%2FPtYgjoVQr9VpYpxMZdSXbeh%2BPZwdETjHlhNkUkF9Zidp5r0L6RxniXwpJ205f3A2pP3PL24IyFiX4fpw5I5vq0IfpOowxUslSy9WQyoDSo14p%2FkbZwCLiRuAOJXQOYxpyRQcYZbLLwyUNISbzFG7kt%2FxCk%2B7s%2BJ6qZexC6q0n%2B0G6pSextvEVJftYJcKJm3%2BQ3iO8SR2FFcHFtY4TrhgHVYo8%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=AVxigLKY7KlOltp05oTJLgF0szPobCCMDPTkj8IPA66P4WGxygyItVRM1kUY0i%2B0wa5sn%2BkEDT0K31ogKo8irYxQmX9h%2FaAYEILxOVcBVuen%2BUcZ7C73pfagyiy4kui0C6ka53%2F5uQvQ8hEwSvLlDxEKFnuq1VELdeOrSAZN1kKUoAIOn74J4bZ82ub5rhPG1ZeZJh5qIWjBcAnsWTYq264ARt6eWGcrcrZ%2Bw14%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=AVxigLKLy3To6x8vD8MBUqymxYsCY9xmq6hGvX6XDibHhCoI4gj7ulvObo2X1DmrWfa4z%2BZmvKzAUdM9K%2FOGI3zHUbC493ycUNSdCrvZHpUpGu1BWEQQ2DDsZiJB3svuuK6xGbcI1BLx5fckkSbBK%2FWMQAGpiwcZS4R1gDhdGcz8yyTm01AIx24yZpptcpGkmnVAE%2FZ9%2FtV%2FarFA36kDYv26FsHihjWf1Ck%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=AVxigLKY8mnaDQ%2BJn%2BBbbzdK5uGMNMk%2FJHPN1VtjYcq%2B8tt1ZZ4C1y%2FDuhJZAJFjPRPdBumd%2FqEiaDgXow8n5RS8cyzVvQMBuVeDLD57cH9K4vgv5%2F7ZcEodyU%2FadBh2iaZ7%2FaXujyJLecRp8lu3nFniULzz7NTkIuil3EaeRCmz48QOqoE1MsNy7B0aDvrH%2F%2BpqUoPOce0j%2FRrF7g%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=AVxigLKw8vB%2BnQON4iU3FTbYHA5YYEGgf4eIXtX%2BuHowVs7pUNDPboMYrdmE0PSK%2B%2BqC6mOVNbcqen083ae3hlczPSiV9QRTRaEZDEtEXXjsywNUfprQ9Q7Tz1i6dCD4RjxT%2F%2FtW2niCnBzpMNoR1CNcqJScC9JktKNxSoVL%2FYvtDUq2u%2FVB9DK2Ar%2BP2nBIB3M8gI4QQs5jycwDwhs65Io%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=AVxigLIdeBwFgxCKLgb5Zs5O8qrPTNIijoLZYdu0eKg7ZZe%2FL25Fy9dj%2F9wu2nvqufqEajWL8tOuXy%2FgBq%2FA5USd3V4%2FgIfWGQeaVXy0CRZn8HN9GDoslsRxF%2FqmwuuTMtNOLcuSll70sa4pzxHfsZnaXWywOCk3cqqSo0p%2BLbEyW4i%2F1g%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=AVxigLID5S0vx5JvRuVNRp%2BpozhxndbO4wZXo0WkWafOOR6sPBsQWHDsVGi5uMiVxxeL08lNzlSYIenivaFFib06FG362RxwdgjDkZ1IlMf%2BWmWArrFWQAO61k2AHW8H%2FvWIZDYu2AYw%2FE1O%2Bgi5A7yIdhdmbxuk93whrypHXzQzejgsyLiMexEcIToVm5VGZw%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=AVxigLI4P8W5dYvgbVZzbVrYb11%2FOqaR1dIeFha0zvu1cP4GRh1RR4fMRIdD5qGdiWK9X5SbENMOA%2FixAEYJe%2B1UJUqBWOuaLu8V5fhBOx7F%2FHObK%2Bxq6QFP8AvE%2BX2m4d46pDMysULJU4LnMDXqzeKonVresMfi%2Bm1KMZKnPWt5&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=AVxigLIGjrp4lLX%2BNIyaOD7HCEmyH4jQCUAkdzdB7ZFYYzRxuniAkyC4%2FYmKWorgKOx3nbSQ%2B8AZmb4e58OUUjQVbGfiPG8YctWYGSSj3nZXi5usYMPZRxJ3RKT2w3MsZX6EJbWGWkybRVjghgWcy9ATlhsDf8P6FMtdax86WaONqRpVumEDwtHAzSY2gA%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=AVxigLIBKDbjh75zGG%2BdVzcH2KYqKI54kj03cgNcoy3NkeyVJxhZu%2FKB%2FLkXv2lG0J7bMtKrF%2BOd%2BuRFg4AGLoFfIgSNDAYYHEUxnFoYIdqtLGpgYmLHzitZpIRG4blu65LPAi4QJNvhv3l1r1PMf5edHBXk21nVmSxi%2BO0JeDn9503nbEIKnir27SsD7m5DGgA6XKryXBKgQw%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=AVxigLLBXy571zmMRJ5%2Fzb%2Fhc3LJ%2BI9kvv%2FfpvswKLYj3LiU6RJo%2BoFxQTW3IHatQOLJM%2F0osRkJ88YSueXYGx5eBwMNGj9PPFaCIf9sROF20qzMrd1q5eDPL3Lu0r8pwoL5OMJknGn8Q28zJkuCXuwMnRDNRgnJjyjq3%2Fq03J2crm9DZhfb64tjSMcVGw%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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&webInteractiveContentId=185823046841&portalId=8302174)

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**

[![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=AVxigLKcPKiAvgiy9yhzaeHbPphr9Mpu43Go%2Budho4%2BEOqXE2LCaSJHFsX%2BxvwDFe5U%2BIGqpTmnU0cXftY%2B%2FNjWGQEQ6oXKXjVm3JEu63fd6u4ELydYbda5V4quzEGoDwprF3HBiug%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=AVxigLKcPKiAvgiy9yhzaeHbPphr9Mpu43Go%2Budho4%2BEOqXE2LCaSJHFsX%2BxvwDFe5U%2BIGqpTmnU0cXftY%2B%2FNjWGQEQ6oXKXjVm3JEu63fd6u4ELydYbda5V4quzEGoDwprF3HBiug%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=AVxigLLBdrTHXaS%2BO3vsiomb8CczR%2Fx%2FgLXStz5FQKl96wNqQDnm7h9sajRG0KnJqsltk7QTnWc%2Br%2FpgLCKX2bzvOoGQTG8W4IkerpyWsEgQZ8bIFyUfhovBqwwn3DNF4Dj8fjIaMepaWCG3W%2BGpxAQjst8zs%2BAaPvi4TWBL30Eo%2BTmBj0t78czMtlquAXn0OgennaFNzA7SAQDm0bw9XCN25w%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=AVxigLI%2F7bQ%2BHxIJkwPQm60PjXyFrGULzRE%2Ffm%2BTi8FFKR1jiey4yiwr4qw%2BoUAgIptaEOMGMzvWsjZOdC%2Bb3vvAFawlemu7Uw5ViFvKKz57qjTvnYNIq%2BvXgpXhVx6KjvaqBOKbsihdzjwIImIkiDplJ%2B%2BAHtG2%2BhLukynkhPHAYLk6epQfGrhRaYeByTHvkw13k7ftmVqj4NG6EA%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=AVxigLIqbb77i4gVc02fhyzwqkixViui2JMtw0Tl7mURiDY%2F45xMRHSk3XLrVztfUtHECW%2Bn78G0UHwcKEHgBdR4Df1k80I9wtgKB5b%2Bj%2BVFy2g90UcLZ8%2BPOzMz62XW1Tc9NoNTdeMOq2nsVX94TLnUG%2BxhHc061itXjbMNuLOhleaB2uLU7gh%2F9oUAWc2dh7on8BGSLqOvqQ36mQ%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=AVxigLKy4TD7xgl%2FDcewBhN6LINFmVTlrV8XpI1UDbqovHHEuy2M%2FyRmugat4HLC0KuieK7WFnTV6iaT4fgDh3ZFM80laVRDZVZSU3AZyfUvzM6pQV1%2BpFvyr1Fe1VV7Hf0hYzaM1tX%2FnKNhoITD%2BNIHfIcxkgua8%2Fi7%2FIGGZ149wxtGBemjBgIJ2zcKTAjKe6%2Fqc0wYnRLxEVEX%2BkII8CjEjlQ%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=AVxigLJgK8CKfXt3HyzLtAIWju%2BdrxYUARkMBXtAGk8aJ0IfIb4wDfhnreacSSDG%2B1fX7Uv4tHegLOKy%2BqLr1%2BF724ooZb1gb5OW4g4XMjENXh%2FG1lyXdmgsqpnp25Tm1vw4%2FtM91N2VZ8ql5EXcpgWM2fVExKyJ9JqH7nofVm8H7n5Bt0BJHU%2B4Jhn3uzylNOc9zm0lZcyHvaacDaEukto%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=AVxigLKcJ9t86rM1NQVNwmT4K%2BGDTtUIs%2BKGmqK8G86F%2FkU1276y1rS%2FZ3X%2FdcOC%2B54ZEmaO5kvbHlXZ0IioPIQiAYcuSbdsFvTAwN4bN4buxoN0KV5nmw9EjwZHUP1k0Sw1UFEV0nfr3L17xi1lcWWK%2BROXYw2yRgVRfls6kdrsOdWx0uBYIW2wp0%2BhWXwJb%2BlHyuYUfpUZHlmaqXx3BDJRnlSHPw%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=AVxigLIcvHq06MzKqjB0utXr%2B48hGzsgm4lRL0lR7tIl2kPGjh1ycT9uVgXhhZxFeesmzXQ6VdcMdH8IMQJOnR%2FDkj8%2B3U3eteO8Yfprlk8ZO05aqqWiqZ8QIGj3aWIzNTx5%2Bjjps%2BMjwTnQeFNPoc1fXVzc055fcbZL4KWcYVcpugbphZ91XvkF4iBo2D%2BDXuE00MTqJse1HonZioGuvaq1aS2YRXg%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=AVxigLKVCIh4KsFEbqZZAGIUmZVuYf8e3cEQ%2BuFDYHHRH%2BLFbU8Hik1jw%2BpySYD6MZ%2Fs8GloGqNMhWM0jEQwbk5PKoph5WGWBIbnEZjI%2Fs7KDD0Cz9bNpTJXn%2FqzTtFUQqv2%2Bi3T2lz5qKJih6b1%2B2twixCZtkRV5beQEvSdr7amvESSzbw%2Fu7apKKeFYVgsCvMUeh4dvXft9DCfowjxnxCpmnM%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=AVxigLLNDKoReYxtldwP5xB9jFBfLTN1QD8plio41f9O%2FOcsnlcdXF6MneSRsQNvtVyOLMig5qRC7IqAqOJBFbPh5GUDiOhksM0FJBjEUH6cYHHiLbovOEhBsuUaBSKeGHalMWtQxlejlF5ynHe2S0xIr0mDIQ0E%2FP6RnM8H9bgSMRDmiluPl63bwnlAmZM%2BAniceDwn40rCV7D41QXEHLZhUw%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=AVxigLLCCnvZh1Yt5Zrb7mPy9B1KK05S9LU9ra639lTQamli47J%2FgTBL7FCBbPcApxJEWblm48HPLxEfOIY%2FUUxx6FVFfCdfvpKt5QYz97MXWzRa4ym0eiSbVgOiYrK%2BtCsi5OS%2BIpWQAzMUlNJTctErbHFKzJacsTK0zPUI9wPtVDu5R7hz8Pz8cyM5gz8amYUsqXrAWdLzAT%2FjJW%2Fq9ahN2r4f0vCSai1dbqA65G7FPZspuA%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=AVxigLLUSLfxFAbZcKF%2FA500zryUSLWZ56CAhOitfyzWFMP7ii0anwFb1jgJCdrUwywqjolpA5uPIF76Bh5aFHQZ9Q5H%2BdcUvwviin%2BwyP%2F%2BqDyVkmjksSHYMOQg0JZAYHq6a4REzWEXTPpXv7fS%2BQlXAkwbOrBTS5LVHVS16tOkcQw2wRY6otl%2BqE7I%2FH0oVqs5U6J6h4nyZPWw3huiI1nku4hu&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=AVxigLIbHuYnhhAIRfwyHeA2Jwx2PzGffiNypho7isNqGHsOmLEniVE6mTiIeKiCrFRPBhDGU1nxEk%2BmkArb9Cq3ay9JLhlXQjKrGUbPjhhQkGi9F7Xtz1J%2BSV%2Bdog6sG8W86QEFfUTN620tk%2FC1zpDLXfja%2F%2B1BsxXoO69k59xjLpQoHnxyxfEK6%2FI3UHogAdHDorsFsaSnDjNnJut%2F1VHZKVYpmA%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=AVxigLI5VvnVMILOs87G3LTcBvmmbekQP%2Brl94A9IxxFbIEd42PP9icH0a0t8WL9RO8oMDwHGl%2BAWJVhssQQbiIJvVAdwJaf%2BfLAJXXL0KGAd5Md%2FS7zPnGmwWgZAiufpuoLrToarV4Kt1ZCkQOV5AxV92pdkoh2JfoWZ4tTZDM7gp1m%2BFg5GwUrsK77nyINgj3CgtORspWepe9e9CcV3o7V34xAt9kHVRM%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=AVxigLItzeou22gxxlNB5QPQ6vKFHu%2BpZfzHP%2BSoGStD92nEpGH%2B6Rqcsdna9lsSmqlqf1N7cjEdQRhWrApS4pzggjL747xqs%2FxKn5Q%2FSZJd9M%2FyrzfmYinpjr6DMkSNYsPRfCgMXCKmKoNOqGBfEPRz9W6tZBdaUy%2B%2FbqII6Y4yh7sSIVCiKzL5%2B7%2FbdfPcUt32YoQhavuWnwCiBIQ1Iho%2Fc2Y%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=AVxigLLHXzT7TQPB1kNhtoNWYAmOz3KA61eVU4W8X4HUQf7OZVEukWJnGEioZB851Fc3Evoj5Cb1svyQHW5cGnpNY3M73C2GucvzBXIOtPKu2Fv3aJU4AMup8fFb8lF2bIXqB8HfYMLNV0EXH97zNWTI3UQQ4%2F7iEM9jPbU7ege1975MIYLPt1lLyMKccu%2FTryKdCTRHzlDT0g6h4ZE%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=AVxigLJ9IvF9qRWqt6UQ7a6Y%2FcRYYleNW5XF7tA7CvyWHsOhBpyNnYyFzV09rDpXuFSnw8EVT0dAAUP6rZp2S8lXHsDLeDxIp1bVrQJyAX3t2twZvL14x6P%2FYPP0A6gKVwBJPhwYDUVVOg8nnOYe0Pfr2CufMRQfcs14hqNZuFBJis%2B8zrSk1fwp0fkqttIqydE4jQ5lAQ%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=AVxigLIl%2BAGrYoQ125YsxFZudu6ZoKG8a9h4Za6uVfUuYx5sQQ08cuEweiqAW%2BNw0Z12NQ2htj7c1TbAL4S36r2X3pAfwLWrK219ybthG2itKkq3XkXEjKweZnty0mXQ8aFDHxNvk%2FMOhciWT3q7oO6oDwtK0%2B20b3SMdkKZBptxp8rzkepWCRNvppTxoodQcJabWTyY&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=AVxigLKY8mnaDQ%2BJn%2BBbbzdK5uGMNMk%2FJHPN1VtjYcq%2B8tt1ZZ4C1y%2FDuhJZAJFjPRPdBumd%2FqEiaDgXow8n5RS8cyzVvQMBuVeDLD57cH9K4vgv5%2F7ZcEodyU%2FadBh2iaZ7%2FaXujyJLecRp8lu3nFniULzz7NTkIuil3EaeRCmz48QOqoE1MsNy7B0aDvrH%2F%2BpqUoPOce0j%2FRrF7g%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=AVxigLJ6N%2FPtYgjoVQr9VpYpxMZdSXbeh%2BPZwdETjHlhNkUkF9Zidp5r0L6RxniXwpJ205f3A2pP3PL24IyFiX4fpw5I5vq0IfpOowxUslSy9WQyoDSo14p%2FkbZwCLiRuAOJXQOYxpyRQcYZbLLwyUNISbzFG7kt%2FxCk%2B7s%2BJ6qZexC6q0n%2B0G6pSextvEVJftYJcKJm3%2BQ3iO8SR2FFcHFtY4TrhgHVYo8%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=AVxigLKY7KlOltp05oTJLgF0szPobCCMDPTkj8IPA66P4WGxygyItVRM1kUY0i%2B0wa5sn%2BkEDT0K31ogKo8irYxQmX9h%2FaAYEILxOVcBVuen%2BUcZ7C73pfagyiy4kui0C6ka53%2F5uQvQ8hEwSvLlDxEKFnuq1VELdeOrSAZN1kKUoAIOn74J4bZ82ub5rhPG1ZeZJh5qIWjBcAnsWTYq264ARt6eWGcrcrZ%2Bw14%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=AVxigLKLy3To6x8vD8MBUqymxYsCY9xmq6hGvX6XDibHhCoI4gj7ulvObo2X1DmrWfa4z%2BZmvKzAUdM9K%2FOGI3zHUbC493ycUNSdCrvZHpUpGu1BWEQQ2DDsZiJB3svuuK6xGbcI1BLx5fckkSbBK%2FWMQAGpiwcZS4R1gDhdGcz8yyTm01AIx24yZpptcpGkmnVAE%2FZ9%2FtV%2FarFA36kDYv26FsHihjWf1Ck%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=AVxigLKY8mnaDQ%2BJn%2BBbbzdK5uGMNMk%2FJHPN1VtjYcq%2B8tt1ZZ4C1y%2FDuhJZAJFjPRPdBumd%2FqEiaDgXow8n5RS8cyzVvQMBuVeDLD57cH9K4vgv5%2F7ZcEodyU%2FadBh2iaZ7%2FaXujyJLecRp8lu3nFniULzz7NTkIuil3EaeRCmz48QOqoE1MsNy7B0aDvrH%2F%2BpqUoPOce0j%2FRrF7g%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=AVxigLKw8vB%2BnQON4iU3FTbYHA5YYEGgf4eIXtX%2BuHowVs7pUNDPboMYrdmE0PSK%2B%2BqC6mOVNbcqen083ae3hlczPSiV9QRTRaEZDEtEXXjsywNUfprQ9Q7Tz1i6dCD4RjxT%2F%2FtW2niCnBzpMNoR1CNcqJScC9JktKNxSoVL%2FYvtDUq2u%2FVB9DK2Ar%2BP2nBIB3M8gI4QQs5jycwDwhs65Io%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=AVxigLIdeBwFgxCKLgb5Zs5O8qrPTNIijoLZYdu0eKg7ZZe%2FL25Fy9dj%2F9wu2nvqufqEajWL8tOuXy%2FgBq%2FA5USd3V4%2FgIfWGQeaVXy0CRZn8HN9GDoslsRxF%2FqmwuuTMtNOLcuSll70sa4pzxHfsZnaXWywOCk3cqqSo0p%2BLbEyW4i%2F1g%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=AVxigLID5S0vx5JvRuVNRp%2BpozhxndbO4wZXo0WkWafOOR6sPBsQWHDsVGi5uMiVxxeL08lNzlSYIenivaFFib06FG362RxwdgjDkZ1IlMf%2BWmWArrFWQAO61k2AHW8H%2FvWIZDYu2AYw%2FE1O%2Bgi5A7yIdhdmbxuk93whrypHXzQzejgsyLiMexEcIToVm5VGZw%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=AVxigLI4P8W5dYvgbVZzbVrYb11%2FOqaR1dIeFha0zvu1cP4GRh1RR4fMRIdD5qGdiWK9X5SbENMOA%2FixAEYJe%2B1UJUqBWOuaLu8V5fhBOx7F%2FHObK%2Bxq6QFP8AvE%2BX2m4d46pDMysULJU4LnMDXqzeKonVresMfi%2Bm1KMZKnPWt5&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=AVxigLIGjrp4lLX%2BNIyaOD7HCEmyH4jQCUAkdzdB7ZFYYzRxuniAkyC4%2FYmKWorgKOx3nbSQ%2B8AZmb4e58OUUjQVbGfiPG8YctWYGSSj3nZXi5usYMPZRxJ3RKT2w3MsZX6EJbWGWkybRVjghgWcy9ATlhsDf8P6FMtdax86WaONqRpVumEDwtHAzSY2gA%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=AVxigLIBKDbjh75zGG%2BdVzcH2KYqKI54kj03cgNcoy3NkeyVJxhZu%2FKB%2FLkXv2lG0J7bMtKrF%2BOd%2BuRFg4AGLoFfIgSNDAYYHEUxnFoYIdqtLGpgYmLHzitZpIRG4blu65LPAi4QJNvhv3l1r1PMf5edHBXk21nVmSxi%2BO0JeDn9503nbEIKnir27SsD7m5DGgA6XKryXBKgQw%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=AVxigLLBXy571zmMRJ5%2Fzb%2Fhc3LJ%2BI9kvv%2FfpvswKLYj3LiU6RJo%2BoFxQTW3IHatQOLJM%2F0osRkJ88YSueXYGx5eBwMNGj9PPFaCIf9sROF20qzMrd1q5eDPL3Lu0r8pwoL5OMJknGn8Q28zJkuCXuwMnRDNRgnJjyjq3%2Fq03J2crm9DZhfb64tjSMcVGw%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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

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

**

### Overview

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

**

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

**

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

**

[![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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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### 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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

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

**

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

**

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

**

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

**

[![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=AVxigLKxmmRaFyryznG0aN9K7IZ1o389OxlUyoaS8HGy31NpUjuvcPatKy%2FYc0Ix6OXAt8QS%2FVjMWkX7KSgVqbJbxWzgSM1RchBY0FH0rIgcgHj26ONauM3JX1MnyvXeBXC0QXLlNgpSo3HbH7F8CuBV3AdjUq6dRYBNyzm1bhDI1nVe&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIu6NNKLTdEMWBOBNN7KsaREpY6RxN2cz07fAfi%2FyOK208QyRu%2BEN5eDqhFxXujc%2FpXnP7%2FAGmZFXqWw3q8AUC9U9rAS%2B4pghAxUxGBU%2BO1HGTFJHo6DZs%2BJfRWlO%2B5s%2B4k%2Bg11rdwqIPVFJAW%2B3rSRqaCJ9LI5Sc1jKSy%2Bv0eEbw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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

**

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIfOKGAkcMx6CYL0Aqn9qXUUUzEIPpbgEqUwFxHeZH5DZElnM0ib8X16z9FJlDVNPcnTKAcqadwlGSdJI8uoYn6Upi2KMTOJTTLoUauUX%2BS7e2Ov0dcSvSH5zm1b9jhc3QqayMpsFuVs2oSvvaCthFdfVcz4wgcrG9ev28g%2BRI2wN1ohn6iJEHP4CpAyNuxuA%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)

QMS INTEGRATION · AI-READY

# QMS integration that connects every system + makes your data AI-ready.

Real-time NCR, CAPA, audit + SPC data across every site - unified into an Industrial AI Data Fabric, connected to your MES, ERP + AI, without touching the production line.

 

[Get my QMS 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

YOUR QMS

![MasterControl](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/mastercontrol-logo-300.webp)

![Arena (PTC)](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Arena-logo%20webp.webp)

![Veeva Vault QMS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Veeva_Logo.png)

![SAP Quality Management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/SAP_2011_logo.svg.png)

![Qualio](https://www.rayven.io/hubfs/Partner%20Images%20+%20Files/300/qualio-logo-300-1.svg)

![ETQ Reliance](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/ETQ-logo-300.webp)

+ 12 more QMS platforms · scroll down to find yours ↓

+

![Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426.png) AI-READY

Live demo · Claude querying quality data via Rayven MCP

QA

What’s our open NCR and CAPA status across sites? Any recurring defect patterns?

C

**16 open NCRs - 4 overdue CAPAs, 2 recurring defect patterns flagged.** Supplier X trending high on incoming inspection failures. SPC signal on Line 2 torque readings tripped 90 minutes ago - quality has been notified.

QMS MES ERP

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)

PICK YOUR QMS

## Pick your QMS. See exactly how Rayven connects it to your MES, ERP + AI.

Whatever quality management system your business runs, Rayven connects it - then makes the quality data inside AI-ready, live-queryable via MCP, and actionable through custom portals and agents on top. Click yours below.

[![MasterControl logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/mastercontrol-logo-300.webp)

MasterControl

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/mastercontrol-integration)[![Arena (PTC) logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Arena-logo%20webp.webp)

Arena (PTC)

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/arena-ptc-integration)[![Veeva Vault QMS logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Veeva_Logo.png)

Veeva Vault QMS

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/veeva-vault-qms-integration)[![SAP Quality Management logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/SAP_2011_logo.svg.png)

SAP Quality Management

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/sap-quality-management-integration)[![Qualio logo - QMS integration with Rayven](https://www.rayven.io/hubfs/Partner%20Images%20+%20Files/300/qualio-logo-300-1.svg)

Qualio

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/qualio-integration)[![ETQ Reliance logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/ETQ-logo-300.webp)

ETQ Reliance

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/etq-reliance-integration)[![ComplianceQuest logo - QMS integration with Rayven](https://www.rayven.io/hubfs/Partner%20Images%20+%20Files/300/compliancequest-logo-300-1.svg)

ComplianceQuest

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/compliancequest-integration)[![Intelex logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Intelex-logo-300.webp)

Intelex

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/intelex-integration)[![Ideagen (Q-Pulse) logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Ideagen-logo.webp)

Ideagen (Q-Pulse)

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/ideagen-q-pulse-integration)[![QT9 QMS logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/QT9-Software-Logo-2019.png)

QT9 QMS

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/qt9-qms-integration)[![HSI Donesafe logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/hsi-donesafe-primary.png)

HSI Donesafe

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/hsi-donesafe-integration)[![Momentum QMS logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Momentum-logo-300.png)

Momentum QMS

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/momentum-qms-integration)[![myosh logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Myosh-logo.png)

myosh

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/myosh-integration)[![Quality Systems Toolbox logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/quality-systems-toolbox.png)

Quality Systems Toolbox

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/quality-systems-toolbox-integration)[![Interfacing IMS logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/interfacing-logo-horizontal-png-scaled.png)

Interfacing IMS

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/interfacing-ims-integration)[![Qualfix logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/qualfix.png)

Qualfix

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/qualfix-integration)[![MetricStream logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/metricstream.webp)

MetricStream

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/metricstream-integration)[![BPD Zenith logo - QMS integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/BPDZenith-Logo-Navy@2x.webp)

BPD Zenith

](https://www.rayven.io/solutions/data-integration-platform/qms-integration/bpd-zenith-qms-integration)[DON’T SEE YOURS?

We integrate with anything.

Custom QMS tools, legacy EQMS systems, in-house quality platforms - Rayven’s Australian team builds the connector. Talk to us →

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

THE REALITY

## Every QMS hits the same wall: quality data trapped away from the shop floor, ERP + AI that could act on it.

QMS platforms were built to manage quality records - not to feed AI agents, drive live containment, or expose NCR, CAPA and SPC data to MES, ERP and the shop floor. The gap widens every time a new site, line or product family joins the operation.

 

### Quality data is trapped inside the QMS.

Your QMS holds every NCR, CAPA, deviation, audit finding and inspection result. The MES runs production without it, ERP posts from overnight files, and the shop floor never sees the pattern. Quality trails reality by a shift or a day.

 

### AI + agents can’t see live quality state.

Defect-pattern detection, CAPA-effectiveness scoring and supplier-quality risk models need live access to NCR, inspection and SPC data. Nightly exports and PDF reports keep AI out of the loop and keep quality reactive.

 

### Every system needs its own point-to-point sync.

MES, ERP, LIMS, shop-floor sensors and the QMS each ship their own connector. Built one at a time, quality integrations break at the next release and cannot scale across sites, lines or product families.

Rayven is operational software

for an AI-powered world

YOUR WORLD

THE RAYVEN PLATFORM

YOUR OUTCOMES

SCADA + OT

Databases (SQL, NoSQL)

Streaming Feeds

IoT + Edge Devices

Real-time Telemetry

Files + Documents

ERP + CRM Systems

APIs + Webhooks

SECURED PERIMETER

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

[

01INTEGRATIONAI

Connect anything, in + out

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

02DATAAI

Store, structure + serve

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

03EXECUTIONAI

Decide, automate + act

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

04PRESENTATIONAI

Show, ask + interact

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

05SECURITYAI

Protected, governed, hosted

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

Real-Time Dashboards

AI

Conversational AI

AI

Mobile + Web Apps

AI

People + Approvals

AI

AI Agents

AI

Predictive AI + ML

AI

Machine Control

AI

Alerts + Notifications

AI

Reports + Data Exports

AI

API + Webhook

AI

BEYOND INTEGRATION

## Integration is just the start with Rayven, here’s what comes with it.

Rayven isn’t just a QMS connector. It’s the operational software platform underneath - so once your quality system is connected, four capabilities come online by default.

01

 

#### AI-ready quality data (Industrial AI Data Fabric)

Every QMS, MES, ERP and LIMS unified into a real-time Industrial AI Data Fabric. Live NCR, CAPA, SPC and audit data, without batch delays. [See the AI Data Fabric →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

02

 

#### Live AI access (Rayven MCP)

Claude, ChatGPT and Gemini get live, governed access to your quality data. Query open NCRs, flag overdue CAPAs and answer audit questions against your real-time data - not a stale export. [See Rayven MCP →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

NCR-to-MES containment, CAPA-effectiveness scoring, supplier-quality risk and audit-readiness automation run on live quality data. Agents act on real defect events, not yesterday’s PDF report. [See Automation + AI agents →](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

04

 

#### Custom apps + portals

Quality dashboards, CAPA-ageing trackers, supplier scorecards and site-level portals - built on your unified quality data. Every Rayven customer who runs QMS integrations ends up here. [See custom apps + portals →](https://www.rayven.io/solutions/custom-software)

**All on top of your existing stack.** No rip + replace. Your QMS stays your QMS. Rayven works on what you’ve already built, and it never controls or writes to the production line.

NOT READY FOR A CALL YET?

## Get a free QMS integration plan in 30 minutes.

A focused session with Rayven’s Australian team. Bring your QMS and the systems you want it connected to. Walk away with a tailored plan - what’s reachable, what to bring in first, time and scope.

- Honest read on whether Rayven’s the right fit
- Live walkthrough against your stack and scenario
- Tailored QMS integration and AI plan, emailed after
- No-obligation - we’ll tell you if it’s not for you

[Get my free plan →](https://www.rayven.io/free-assessment) Avg call: 23 mins

What you walk away with

✓

Connected-system inventory

Every system in your quality stack mapped to the right Rayven integration layer.

✓

Use-case shortlist

3-5 highest-leverage automation and AI use cases for your quality and CI ops.

✓

Time + scope estimate

Honest 2-12 week range, with what fits inside each phase.

✓

Delivery pathway recommendation

DIY, Done-for-you or Hybrid - based on your team and timeline.

TRUSTED BY

## Rayven is loved by IT, Digital, Ops... everyone.

### 5/5 rating across 140+ reviews.

![Riverina-Fresh-60-grey](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)

![Viva Energy](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png)

![Anglo American](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png)

![Glencore](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png)

![Ventia](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png)

![Fulton Hogan](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png)

## Why Rayven costs less than enterprise solutions.

Businesses of all shapes and sizes need powerful systems, but not the cost and chaos that come with traditional enterprise software.

Rayven delivers the same outcomes as multiple, expensive enterprise technologies, but with a radically lighter footprint + much, much faster.

[Speak to us today to find out more.](https://www.rayven.io/solutions/data-integration-platform/qms-integration#)

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

### Everything you need in one platform.

Integration, storage, data processing, automation, AI + apps: one platform.

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

### We own, build + run our own technology.

No resellers or third-party mark-ups; new capabilities are aligned to you.

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

### Delivered for you by our specialists.

We design, build, deploy + support - no need for developers or consultants.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/zoom-in.png)

### Start small then scale, infinitely.

Start small, expand across sites + teams without engineering or lock-in.

FAQS

## Frequently asked questions about QMS integration.

#### What QMS platforms does Rayven integrate?

Rayven integrates every major quality management system including [MasterControl](https://www.rayven.io/solutions/data-integration-platform/qms-integration/mastercontrol-integration), [Veeva Vault QMS](https://www.rayven.io/solutions/data-integration-platform/qms-integration/veeva-vault-qms-integration), [ETQ Reliance](https://www.rayven.io/solutions/data-integration-platform/qms-integration/etq-reliance-integration), [SAP Quality Management](https://www.rayven.io/solutions/data-integration-platform/qms-integration/sap-quality-management-integration), [ComplianceQuest](https://www.rayven.io/solutions/data-integration-platform/qms-integration/compliancequest-integration) and 13 more. Rayven also connects EQMS, EHSQ and custom quality systems via REST, OData, webhooks, file and database integration.

#### How long does QMS integration take with Rayven?

Most QMS integrations go live in 2-12 weeks. A single quality-to-MES or NCR-to-ERP flow runs in 2-3 weeks; a full quality data fabric with defect-pattern detection and CAPA-effectiveness scoring on top typically takes 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/qms-integration#delivery), each backed by Australian-based expert delivery.

#### Can Rayven connect our QMS to MES, ERP + LIMS?

Yes. Rayven’s [integration layer](https://www.rayven.io/platform#integration) connects your QMS bidirectionally with [MES](https://www.rayven.io/solutions/data-integration-platform/mes-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), LIMS, shop-floor and OT sources. NCR, CAPA, audit, inspection and SPC data flow in real-time, without touching the production line. Rayven reads and unifies quality data; it never controls or writes to the line.

#### Does Rayven replace our QMS or MES?

No. Rayven sits alongside your QMS and MES as a real-time Industrial AI Data Fabric. It reads and contextualises NCR, CAPA, audit and SPC data, then pushes quality events to the systems and people that must act. Your [QMS](https://www.rayven.io/solutions/data-integration-platform/qms-integration) stays the system of record; the [MES](https://www.rayven.io/solutions/data-integration-platform/mes-integration) stays in charge of production. Rayven never controls, replaces or writes to the production line.

#### How does Rayven handle security + data residency for quality data?

Rayven runs encryption at rest and in transit, granular role-based access control, full audit logging and supports Australian sovereign hosting. Batch records, genealogy and quality data stay within your chosen data residency boundary, at the edge or on-premise where they must stay put. See [security, governance + hosting](https://www.rayven.io/platform#security) for the full set of controls.

#### What’s the difference between Rayven + an iPaaS like Zapier or Workato?

Tools like Zapier and Workato move records between two systems on a trigger. The Rayven Platform delivers an Industrial AI Data Fabric that integrates, stores, processes and executes on quality data in real-time, then lets you build apps, [AI agents](https://www.rayven.io/platform) and dashboards on top. Reach for Rayven when NCR, CAPA and SPC data must drive live decisions across [MES](https://www.rayven.io/solutions/data-integration-platform/mes-integration), ERP and AI, not just keep two tools in sync.

CONNECT MORE

### Connect more than your QMS.

Rayven covers 58 integration categories. Here’s what most QMS customers connect next.

[MES

Connect your MES to quality, ERP + the shop floor for live production data.

Explore →

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

Connect maintenance work orders to quality, assets + the systems that trigger them.

Explore →

](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations)[ERP

Connect your ERP to quality, MES + every operational system you run.

Explore →

](https://www.rayven.io/solutions/data-integration-platform/erp-integrations)[EAM

Connect your asset register to quality, maintenance + operational data in real-time.

Explore →

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

## Rayven is loved by IT, Digital, Ops... everyone.

**Rated 5/5 based on over 140 reviews** across [SourceForge](https://sourceforge.net/software/product/Rayven/), [Capterra](https://capterra.com.au/software/173908/rayven-industrial-business-intelligence), [GetApp](https://getapp.com.au/software/117779/rayven), [Software World](https://softwareworld.co/software/rayven-reviews/), [DEVPOST](https://devpost.com/software/rayven), and [G2](https://g2.com/products/rayven/reviews).

- ‘Easy IoT solutions.’
  
  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
- ![Capterra rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/Capterra-100H.png)
- ‘A practical solution  
  for connecting our  
  machinery and data.’
  
  ![Etiko](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Etika.png?width=30&height=30&name=Etika.png)**Etiko**, CEO, Machinery
- ‘Fast, reliable, and  
  developer-friendly.’
  
  **Chloe**, IT
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ‘Allows us to deliver  
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  ![Gavin](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Gavin.png?width=30&height=30&name=Gavin.png)**Gavin**, CEO
  
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- ‘Switch to code when  
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  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ![GetApp rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/GetApp-100H.png)
- ‘A true all-in-one  
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  ![Margarita](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Margarita.png?width=30&height=30&name=Margarita.png)**Margarita**, IT Consultant
- ‘Rayven helps us  
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  **James**, Mechanist
  
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- ‘Incredible for  
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  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
- ‘Fast automation, great  
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  ![G2](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/G2.png)
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- ‘Powerful adaptive  
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  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
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- ‘Scalable low-code  
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- ![SourceForge rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/sourceforge-2-100H.png)
- ‘The platform’s flexibility  
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- ‘Powerful IoT + AI platform  
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  ![G2](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/G2.png)

GET STARTED

## Connect your QMS + make quality data AI-ready in weeks, not months.

Book a 30-minute call with Rayven’s Australian team. Walk away with a tailored QMS integration plan - what’s reachable, what to bring in first, time and scope.

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

<https://www.rayven.io>

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