---
title: MasterControl Mx | Connect to AI + Ops | Rayven
description: Connect MasterControl Mx to ERP, historians, quality + AI in real-time. Rayven unifies electronic batch records, deviations and genealogy. 1,228+ connectors.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLh88DI%2FgjlCPgJxlwiDcDyP0ZHJLS72qjXTbSJ2LXooOnVevXmHllo9c%2FGMdkwanZenBPOwlmEIZ38%2FNoZByWY8aEesQtAnWqahL5b05ehGdJq0E0%2Fk243NFAi6psbUjNOLA%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=AVxigLLh88DI%2FgjlCPgJxlwiDcDyP0ZHJLS72qjXTbSJ2LXooOnVevXmHllo9c%2FGMdkwanZenBPOwlmEIZ38%2FNoZByWY8aEesQtAnWqahL5b05ehGdJq0E0%2Fk243NFAi6psbUjNOLA%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=AVxigLLjb5Co7Teka5YP6XIoeBCecqAOrwr97bCykTPYMhxe6q17tS7xkM2n2pQbYp6HoIJWSVmjbQ3WUeXIqSJpX3T0%2B3rB7zcBer2HaxPb0bQTWt3xPhdIsmRE7QAr55JA2%2FbqQE4gQXrnJ4Jl9wv9RZK%2BbX4VtVoFwtCguzLqh8Z0fJoBJQ82OnNsyKlaAAqwwdhQ7XV2vL9npag9SngYTg%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=AVxigLLs%2BgHB%2BplCfGTpz9J1niCl5KedLC%2FbqtB5glvOq0zJvXfoRLP3%2Bg8s%2Fm6JTt2GOhV2DltU7hVYWlTNPT8PuPx%2F3bc50XtBagr4nbiiHPzG1l6%2Fx2rN1w3%2BEIiJ4zDiEIuxu0o87l%2Fm%2BBgOf%2FDKUWEGC4ymOIyPZGv5eA66qgNfJsUwFb%2FAMVXrM1R4%2BVFQSN130SBWYZHbGw%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=AVxigLKYlAEyDivKGnzUYy7UGEs0Tuml059KaFY5in1T3blC3KYPJjsG%2FlmFg6KbyRqTGPzhN44pag8JIKCQQl3lFKtLL%2BKPMoJg7vdaQhCWqrED8AaTJgaKqwJcbgVDdp5ZBabrzdAVtNXGp1vZ8guDZ9tiXqi2AuHXdKwqLOT52TxZg%2BGojG77Cpo870bPJAY8IgEfkcF%2FN7dzQA%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=AVxigLLn%2FWaIgtgvV4vvm5%2BKmHvYSHL%2BcykCX5ddUtCovs0rJI9F2nCCvzmH2YjZm360vNFOZOOMIYtxE32xepGBeFXnxoO%2BZao3QWkgVvar9UszhzYkBsvafIZYGNrOMyOgEfqlWB%2FqTwGOSFRNm9PCG%2FRJyeEnX3lZa7MoTsG2zCOBBq0C1wud1fNSynhY9XOmYNJokwBIeTsEjRDkgHlNFtc%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=AVxigLJlu4F1R1OMn1iNf0in8A2wau9cIHz5PhYqvuM33ccETV1o7cpuu5Z%2Fta%2FfVeV6PseiLjuE8IlA3UH4xXSHn0Gd2xVpTS2Tym%2B%2FCAQQ6ha8%2Ff3elnH%2BA5y9xEVfINAd3VnjTipJnAgM2TuV9j8nrk7HO4XG0weZ6qKTT46cz0lVx9haveI1VjAfFhIdUHQ24X0Cbv91fM%2B2P0%2Bns%2BI%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=AVxigLJR3wTIaOr%2BUIxnC2My%2F7qtNpV1DKAQ3ffu9a4AXFbIK5xe0Wup7ajiNXRciRyuv5TXKPq8VLhs5bw8CfLnW5NEp5IVRHB5b5MKLAaZdHkmeE9CGqQiz5wmwwwJMlpNjT93gwjxn4N2bVdqfvyYpf%2BWmALT9wdNAX62tGT5%2Bvt0eq8XCbS3TN%2FxTfvXL3HML7%2BpkRgkAO15A1EKDmamHsuSCg%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=AVxigLItV2O6%2BBA6Cgrpsf%2F6oM0nlEJCmFFPrVCdQ3J9ZzTB7aLsi9kLH4HWK%2Fjtkxyn7JdCaWgfrGyGkRkB9CHhFBCFcDg9psdw2TtDD3K%2BS7FTJIDObDJh23iz0AxelXLPCJkJ09hUFe%2BvCdnlDKvZ3d4aMYKd02Q2SV%2FZZBJqzwZpXTRkD3iZkalcZAswVblU%2B2v5V7CvXsvdTLJJMPzDsPnSb6I%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=AVxigLJHbjKJyDoKjS6ejiefhsL5cT1Z57LKvgICnksZ7AklLmjQCoYfB%2Ba96sSqoEWZW%2BTLmTTZHA%2BoC5ma90Vag2X53T3mRN4j%2FM7yQknyMPg9XIGxJnSPglDJFEinPrOk%2Byk9tbIvDdzRIxK%2BNGEUdMxaSp%2FZMkdj5dyECG%2F%2BnTQl%2B00aFLImsoAOG9Qoc1LBJjCvh38D%2FMmn73nkNaB0%2Fj4%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=AVxigLJh5LNWF7HFJfrn%2FJVYH28CtvLkEioTCVEplJUENASrttouMPXPnJp%2F%2Btgw%2Fu1CBLIxkK%2BmjU6%2Fa3utNXSMJQ6zYCz4NO558mDe8TKX5aI24WTsJi1HwqpnMsOASkYdaIzlNCQkR6uIDSgbIeZICgFQ%2Bn8EhGep3jLjfLofMKcoihtJd2bV7dQA1zyjAn3QMxdh3WXaCbNOca8uhK09ng%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=AVxigLJpD%2BYFutNYjpVIEpbuzuYvREEjdpojFJZypNPp%2BV%2BvMpjxtMOP36Wyo8uc5uNqJ1Y4iQdwbS1Idt3GCgLPb3%2FR5akCzx9ktbsr9YUnPLHTZM5jFTeiwS4ujJmO4YmSv1tez3OMw2c6Y%2FYBj4CjIrY5bNxRnDKTt%2FISFVdsBhwqP4qNBTN4TPbbyJwsTlOJ%2BXVNfXFGkyvImyqg3S0f09Fjizvxr4UIz5b8RSHBcHp8%2Bg%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=AVxigLJyB8Rg9nt4P1HE8XvYoGK%2BuLLeVrdz%2FoNWR0qAAG8x328GKwuZRpXLiYFSL6HwV3pzrt1lDK00A%2FkoLiLLQrwoIbac4Obz3haHsYHd1wZ8k5%2FKzctyDCBX7KCrJPU0taTwVcxIsLP%2FqxcwhSJj4rOd1h8%2FuBwoFVj0h7pB8D2IjMApstyYbTm2EPqbSxT0H3fjAohxqhg2OfMubnWpsVqM&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=AVxigLKIK4g7jp22%2Bkq9i7%2FCtq7G90iRC7JRGScR3n5B6rbYrneWlxOAWtXs3BqPtVv8MaCmVtrdg%2FQbSWyonXVMiFr6fEqNOtkcpXrSysQmrEEXwYfk3e6pcBndP45dFu3n6FV8JglKWw6pnIc5pzyPhciAgGVTNjLYIgX83sI7aRYkgycrg2en%2Bm%2FsML7BAv49YRYn97ZF8o7y0rwYuDSmojnlZw%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=AVxigLLdu5c1BM26laNoAhaGEno3BxvOQW%2Fj3Hs6Fs3F%2FF9qW2f6yQFZOx5X38gBc%2BTJ7y3T7a69ldVinUSRcmaGk9D4jOe8UEdr%2FcwGzKXcvqp7rJ9miqL7z90CfRVESK%2BVU6NElfbOhPyzlldope7lxhOrBqWN9RylgQ4T05sofstm0O%2BaVgicELdrK%2F8WExb4KgXYlq6CEP8B42jncaqXxcu8I5HmAJ4%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=AVxigLIKQbBCEcGFB9NajtlJ9yLxKis5fljeVSgF%2FQH4wftdUIT9FVa15rtyJaUdcIWMFvw1VQdnyaVeMKtBoTIN2f6vYHziQ5KRozE4ForTjv9oiU4Bn8gyJpi3J6SjBU2pZvWnd0IGmgFQmvKlKzqO%2BQgJlfZYCPiv4Zs7BghpTWK3Agz8Ggg2x%2FoOJ5024Edi8UBQWp9cCgSy6gjeynYXjBI%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=AVxigLKY3gqxfDt4B7scaiRFQfPc3sko%2BfdG03c%2BOaQjcDapJCl1GyO79QzBX0nMXzrucs4jlpAqQuOHFHXKjgBUudNfbYZjEElRUbSmz5w6wV69DGIc%2BkO08yOlHRvkCi9IyInmzyupPVJAYEK3ynWc4uU2EliAyYKU06nNbN%2F6ENZ19ZgrUvl%2BZ3ava9uzlWLlCxaFicANpecGkVA%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=AVxigLJsXEA1xmgdEvfW%2Fd2PDNx%2BG3qg3IiGzBXaUWwxM8m2kyekdjEm4m8vBvJb4BAHgIew5MeMVjliTcPZLSQaVUDLgb6nbbB6DXkd1qxtGf2pF5nAiX8xIOzJgTqp0sIY6tAMOdeSMo6GCVp3AMBphs0qze4NqpouuFDgeMlkxv5pSihyQgPFlT4Rzfuv3hfBeeYGZA%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=AVxigLJOT49YfOwL3QaszRCP4McAlF2fKOiq940p4xsq49riDEF3I591wLKlkc02ifTR6ij4bzkM4WAF7IOJyfBaAAmf8SyKq0FUIZMf0BNgDrHev7ii%2ByWhmlg0vUOryu1%2B%2BKEusqsP2JY41UWSoPgTaE1z51Ulqd8MDhYRpiX09h4DHrzCmAq4wGhtbPqACd5y%2B0AO&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=AVxigLLBNikejDoLQU0VoPN%2Fr8TdanldKawXFXSOCAW%2Ba5cS2B%2F69YFDg%2B0I9iv9VapwdcWUr4l3J7AUWUwaW2YmCuDM%2Fum2m5COlTh4IjyqrrF8UEgVCXTanKWcrwtq9%2FmbpcIgDXIC2nR1ePPQJtykuyEMzarD836P5E8OWyp25Vu2bVvaQ6c3yXzE7%2B5CKoReSpvn%2BlKG%2BNKMlw%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=AVxigLK3cLGmP7kwI6L4dxiCNaznP65fZoOPgOjdzl6c%2FiV6T%2BUtxqgo%2BRxOtkV2cPHgv2E0fnDYUD%2BQZ63q1P5JaAXpUPxr4SZI8Bb5f4tpeu9vT5JEA22SGkGghGFKHYWtSPByScKwexP9z%2FLcuY7l6YUTxy%2BV9UJzGol6FwO4kwFGrSTOP1WIkGIy6VYqPI%2BkBEKKVQwERO6KyQTnnIZ4kyvYMDjptT0%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=AVxigLKXT7f5lx24fdY5fzVD%2FyhbJz%2FcTqOiRi0znl9ROf%2F%2FVuIXmYKml1YlnCNuWBBxHl7%2FBf2y%2F2QZ8QdDlQF1p0dDpOX9fp4VFRzGxoz7N2E%2FXC%2Ff10aoWWKp2AseCojNDSaV%2FyM8eOzcTAc4yQEFFVCkzHK%2BdxKJyDSFJIzAFLf%2BwencraHjTbmDMN%2FSrKpysSWjGyrWpw1yBMdlTN5WtiOYMAP6AsfoarI%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=AVxigLKjOstDT6XsrmoSyLIr0g%2BAJivvh0YxAH5m7A4K2xenCdgQISjwdJkIgTGctvcOBn%2Br8p%2Bw5lDEGePrqx%2BfUf16AHgw5trtSWlxs%2FK2JIVntjv4JHyopLV5uQdNaQGoU%2BnR%2F3dzU07E5wwGEcRTlnxyz2KdraLZ6W5T1vw1MBsLr6ZbkIocaCs%2Bc3CS3tcnMuE2j6HQdJTDHy50Jnpextx%2FwnRHPg4%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=AVxigLLBNikejDoLQU0VoPN%2Fr8TdanldKawXFXSOCAW%2Ba5cS2B%2F69YFDg%2B0I9iv9VapwdcWUr4l3J7AUWUwaW2YmCuDM%2Fum2m5COlTh4IjyqrrF8UEgVCXTanKWcrwtq9%2FmbpcIgDXIC2nR1ePPQJtykuyEMzarD836P5E8OWyp25Vu2bVvaQ6c3yXzE7%2B5CKoReSpvn%2BlKG%2BNKMlw%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=AVxigLJK7vslotRijZEQgrFBNQBatrN8PJit5eA5fCT1A1lXkh1Cqbl3sha8v%2BXNjVdHH%2BVVuk69XaviTlpg93YDF752qK7l8BPWQysbGGK5F67nQe915xegQCrLsuBMMF%2Bok820eKcSH%2FYQLCswGwI4WPP0XFm%2F1qfiySS3cwp%2Bi3iuNuTnSz0%2BCinLcBgGeSo1Xw2kVT31Sv2BJdHp0Y4%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=AVxigLI%2BwpZt4fColJW6ocN0oH6vkpnpmECALNkRHagSo%2BPe1VPp9h6svhOd0yCqwUyoxvCoGin91nhpuMqYqO1CfI12rNjI%2Bh%2BI7w4QI4LzGl1yNl%2Fia2nF%2BnAJZP8ONEGNqp1VXqwPr78xMdnT5%2BDVMy5V3wibtRGDnE7IeKruFMKgLA%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=AVxigLJS9JfGo93Zai%2FWGIxZc670eJ2RqNyAeaZSFMCC8SdLW%2BFFHBoODSkewsSnbpkO8DOeGsQRIwVL8V4u6oPDKvIUWli2NAPxArvUXcDX4OwsCp5LhMEooHhUUlWE5aLRxJOXrLzTmPrjlpkInqVj16kTY6SzcVluG%2FGR2nB6TAbFyvZu%2FE6C9B3Z7LvHTQ%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=AVxigLIB4dJgOEnH17KkDgKLNnm2DRoxR3JlFjIFWPM1VrGNoBMshIy2RerOcPvlivmAhELldkmGlCLgaDRA1GWyqxHtn%2FB2ggMWk%2BRwnFlwllVL5C5JxjTkrdlT2SIAO%2FXTlAH%2BT2Z2VwBF%2BFCfEorla04%2B65dpt3pEjc%2BnVC4L&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=AVxigLI%2Bq99TPrgxDF672zMTphUCuhtlAuCsKEILJzPnaIEjltN9hNSd0cfot4wh4CRyLOxA3m1GDyH1WdY9LiFYOety94ZGcl%2FdNqc9WeOTplLymVyAAZKB8D4ffeVuMuI2lp909jRRvIT3%2Bssj9vSM%2Bageu2ONw4Juw%2Fpv64SrJO9oTwJKey45lqaQFQ%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=AVxigLJbwHgP81d9xK2XGarA7Fb3ihjuXohwEGZ%2B3tu80AQ%2F%2B4tIs9l0PkRPE4Z%2FQ78MJwTQEHJvhqaEMzybUOUJWkCGK4R%2FC8viwbCrPq46hlTuavRPHMKDRH3Y6zQjKqNcEWGJEmRqdJL7nz2NJMna2CU9Q2cSCP6QdMvd%2BEYOEeoMTSJkHy1rHzAggS3iPfe36plP%2BzsOsg%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=AVxigLI0bu3nQtZHH8e9%2FTV0do1J1BUeEqV%2Bz%2FkTUo%2BtavjKeopLH64sAvS7tt9Ak9VZuUGWufTJ7eYD7PQtd%2FldfgYiC5Mv6cK55n9YYh0SYB2DOVMN68hm0SG9FhBL%2FCoixpzs3Fe%2Fy78gHV9dCiaks8mTyvmuwX2EQJrSMRn8Ttm7ZKYCGWfcc4ga2A%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

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

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

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

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

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

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

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

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

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

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Overview

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

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We Partner With

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

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

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

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

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

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

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Library

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLJ%2BtVviKHNcXLx%2BDUwds%2FnQGyP%2BP%2B0bGW3BOoYlVoY2h0uE17lOTMr1doE%2BCYPPMTlSSF61Au3%2BJnhJDmwQMt1YOYT%2F9hRmM5frJfo41j%2BAIk6M8hg0QN4%2BUptF8nnBBLzuNByCk2hMN18VxJRRR3GugZHwsdrd6VErezOILJrlL315wOByyrG4vuq28LkDTg%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

**

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

 Solutions

**

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

**Custom AI + Agents**

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

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

**

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

**Custom Applications**

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

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

**

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

Field Applications

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

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

**Integrations**

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

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

**

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

**Unified Data Platforms**

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

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

**

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

**Automations**

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

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

**

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

**IoT Solutions**

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

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

**

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLh88DI%2FgjlCPgJxlwiDcDyP0ZHJLS72qjXTbSJ2LXooOnVevXmHllo9c%2FGMdkwanZenBPOwlmEIZ38%2FNoZByWY8aEesQtAnWqahL5b05ehGdJq0E0%2Fk243NFAi6psbUjNOLA%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=AVxigLLh88DI%2FgjlCPgJxlwiDcDyP0ZHJLS72qjXTbSJ2LXooOnVevXmHllo9c%2FGMdkwanZenBPOwlmEIZ38%2FNoZByWY8aEesQtAnWqahL5b05ehGdJq0E0%2Fk243NFAi6psbUjNOLA%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=AVxigLLjb5Co7Teka5YP6XIoeBCecqAOrwr97bCykTPYMhxe6q17tS7xkM2n2pQbYp6HoIJWSVmjbQ3WUeXIqSJpX3T0%2B3rB7zcBer2HaxPb0bQTWt3xPhdIsmRE7QAr55JA2%2FbqQE4gQXrnJ4Jl9wv9RZK%2BbX4VtVoFwtCguzLqh8Z0fJoBJQ82OnNsyKlaAAqwwdhQ7XV2vL9npag9SngYTg%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=AVxigLLs%2BgHB%2BplCfGTpz9J1niCl5KedLC%2FbqtB5glvOq0zJvXfoRLP3%2Bg8s%2Fm6JTt2GOhV2DltU7hVYWlTNPT8PuPx%2F3bc50XtBagr4nbiiHPzG1l6%2Fx2rN1w3%2BEIiJ4zDiEIuxu0o87l%2Fm%2BBgOf%2FDKUWEGC4ymOIyPZGv5eA66qgNfJsUwFb%2FAMVXrM1R4%2BVFQSN130SBWYZHbGw%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=AVxigLKYlAEyDivKGnzUYy7UGEs0Tuml059KaFY5in1T3blC3KYPJjsG%2FlmFg6KbyRqTGPzhN44pag8JIKCQQl3lFKtLL%2BKPMoJg7vdaQhCWqrED8AaTJgaKqwJcbgVDdp5ZBabrzdAVtNXGp1vZ8guDZ9tiXqi2AuHXdKwqLOT52TxZg%2BGojG77Cpo870bPJAY8IgEfkcF%2FN7dzQA%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=AVxigLLn%2FWaIgtgvV4vvm5%2BKmHvYSHL%2BcykCX5ddUtCovs0rJI9F2nCCvzmH2YjZm360vNFOZOOMIYtxE32xepGBeFXnxoO%2BZao3QWkgVvar9UszhzYkBsvafIZYGNrOMyOgEfqlWB%2FqTwGOSFRNm9PCG%2FRJyeEnX3lZa7MoTsG2zCOBBq0C1wud1fNSynhY9XOmYNJokwBIeTsEjRDkgHlNFtc%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=AVxigLJlu4F1R1OMn1iNf0in8A2wau9cIHz5PhYqvuM33ccETV1o7cpuu5Z%2Fta%2FfVeV6PseiLjuE8IlA3UH4xXSHn0Gd2xVpTS2Tym%2B%2FCAQQ6ha8%2Ff3elnH%2BA5y9xEVfINAd3VnjTipJnAgM2TuV9j8nrk7HO4XG0weZ6qKTT46cz0lVx9haveI1VjAfFhIdUHQ24X0Cbv91fM%2B2P0%2Bns%2BI%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=AVxigLJR3wTIaOr%2BUIxnC2My%2F7qtNpV1DKAQ3ffu9a4AXFbIK5xe0Wup7ajiNXRciRyuv5TXKPq8VLhs5bw8CfLnW5NEp5IVRHB5b5MKLAaZdHkmeE9CGqQiz5wmwwwJMlpNjT93gwjxn4N2bVdqfvyYpf%2BWmALT9wdNAX62tGT5%2Bvt0eq8XCbS3TN%2FxTfvXL3HML7%2BpkRgkAO15A1EKDmamHsuSCg%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=AVxigLItV2O6%2BBA6Cgrpsf%2F6oM0nlEJCmFFPrVCdQ3J9ZzTB7aLsi9kLH4HWK%2Fjtkxyn7JdCaWgfrGyGkRkB9CHhFBCFcDg9psdw2TtDD3K%2BS7FTJIDObDJh23iz0AxelXLPCJkJ09hUFe%2BvCdnlDKvZ3d4aMYKd02Q2SV%2FZZBJqzwZpXTRkD3iZkalcZAswVblU%2B2v5V7CvXsvdTLJJMPzDsPnSb6I%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=AVxigLJHbjKJyDoKjS6ejiefhsL5cT1Z57LKvgICnksZ7AklLmjQCoYfB%2Ba96sSqoEWZW%2BTLmTTZHA%2BoC5ma90Vag2X53T3mRN4j%2FM7yQknyMPg9XIGxJnSPglDJFEinPrOk%2Byk9tbIvDdzRIxK%2BNGEUdMxaSp%2FZMkdj5dyECG%2F%2BnTQl%2B00aFLImsoAOG9Qoc1LBJjCvh38D%2FMmn73nkNaB0%2Fj4%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=AVxigLJh5LNWF7HFJfrn%2FJVYH28CtvLkEioTCVEplJUENASrttouMPXPnJp%2F%2Btgw%2Fu1CBLIxkK%2BmjU6%2Fa3utNXSMJQ6zYCz4NO558mDe8TKX5aI24WTsJi1HwqpnMsOASkYdaIzlNCQkR6uIDSgbIeZICgFQ%2Bn8EhGep3jLjfLofMKcoihtJd2bV7dQA1zyjAn3QMxdh3WXaCbNOca8uhK09ng%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=AVxigLJpD%2BYFutNYjpVIEpbuzuYvREEjdpojFJZypNPp%2BV%2BvMpjxtMOP36Wyo8uc5uNqJ1Y4iQdwbS1Idt3GCgLPb3%2FR5akCzx9ktbsr9YUnPLHTZM5jFTeiwS4ujJmO4YmSv1tez3OMw2c6Y%2FYBj4CjIrY5bNxRnDKTt%2FISFVdsBhwqP4qNBTN4TPbbyJwsTlOJ%2BXVNfXFGkyvImyqg3S0f09Fjizvxr4UIz5b8RSHBcHp8%2Bg%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=AVxigLJyB8Rg9nt4P1HE8XvYoGK%2BuLLeVrdz%2FoNWR0qAAG8x328GKwuZRpXLiYFSL6HwV3pzrt1lDK00A%2FkoLiLLQrwoIbac4Obz3haHsYHd1wZ8k5%2FKzctyDCBX7KCrJPU0taTwVcxIsLP%2FqxcwhSJj4rOd1h8%2FuBwoFVj0h7pB8D2IjMApstyYbTm2EPqbSxT0H3fjAohxqhg2OfMubnWpsVqM&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=AVxigLKIK4g7jp22%2Bkq9i7%2FCtq7G90iRC7JRGScR3n5B6rbYrneWlxOAWtXs3BqPtVv8MaCmVtrdg%2FQbSWyonXVMiFr6fEqNOtkcpXrSysQmrEEXwYfk3e6pcBndP45dFu3n6FV8JglKWw6pnIc5pzyPhciAgGVTNjLYIgX83sI7aRYkgycrg2en%2Bm%2FsML7BAv49YRYn97ZF8o7y0rwYuDSmojnlZw%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=AVxigLLdu5c1BM26laNoAhaGEno3BxvOQW%2Fj3Hs6Fs3F%2FF9qW2f6yQFZOx5X38gBc%2BTJ7y3T7a69ldVinUSRcmaGk9D4jOe8UEdr%2FcwGzKXcvqp7rJ9miqL7z90CfRVESK%2BVU6NElfbOhPyzlldope7lxhOrBqWN9RylgQ4T05sofstm0O%2BaVgicELdrK%2F8WExb4KgXYlq6CEP8B42jncaqXxcu8I5HmAJ4%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=AVxigLIKQbBCEcGFB9NajtlJ9yLxKis5fljeVSgF%2FQH4wftdUIT9FVa15rtyJaUdcIWMFvw1VQdnyaVeMKtBoTIN2f6vYHziQ5KRozE4ForTjv9oiU4Bn8gyJpi3J6SjBU2pZvWnd0IGmgFQmvKlKzqO%2BQgJlfZYCPiv4Zs7BghpTWK3Agz8Ggg2x%2FoOJ5024Edi8UBQWp9cCgSy6gjeynYXjBI%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=AVxigLKY3gqxfDt4B7scaiRFQfPc3sko%2BfdG03c%2BOaQjcDapJCl1GyO79QzBX0nMXzrucs4jlpAqQuOHFHXKjgBUudNfbYZjEElRUbSmz5w6wV69DGIc%2BkO08yOlHRvkCi9IyInmzyupPVJAYEK3ynWc4uU2EliAyYKU06nNbN%2F6ENZ19ZgrUvl%2BZ3ava9uzlWLlCxaFicANpecGkVA%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=AVxigLJsXEA1xmgdEvfW%2Fd2PDNx%2BG3qg3IiGzBXaUWwxM8m2kyekdjEm4m8vBvJb4BAHgIew5MeMVjliTcPZLSQaVUDLgb6nbbB6DXkd1qxtGf2pF5nAiX8xIOzJgTqp0sIY6tAMOdeSMo6GCVp3AMBphs0qze4NqpouuFDgeMlkxv5pSihyQgPFlT4Rzfuv3hfBeeYGZA%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=AVxigLJOT49YfOwL3QaszRCP4McAlF2fKOiq940p4xsq49riDEF3I591wLKlkc02ifTR6ij4bzkM4WAF7IOJyfBaAAmf8SyKq0FUIZMf0BNgDrHev7ii%2ByWhmlg0vUOryu1%2B%2BKEusqsP2JY41UWSoPgTaE1z51Ulqd8MDhYRpiX09h4DHrzCmAq4wGhtbPqACd5y%2B0AO&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=AVxigLLBNikejDoLQU0VoPN%2Fr8TdanldKawXFXSOCAW%2Ba5cS2B%2F69YFDg%2B0I9iv9VapwdcWUr4l3J7AUWUwaW2YmCuDM%2Fum2m5COlTh4IjyqrrF8UEgVCXTanKWcrwtq9%2FmbpcIgDXIC2nR1ePPQJtykuyEMzarD836P5E8OWyp25Vu2bVvaQ6c3yXzE7%2B5CKoReSpvn%2BlKG%2BNKMlw%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=AVxigLK3cLGmP7kwI6L4dxiCNaznP65fZoOPgOjdzl6c%2FiV6T%2BUtxqgo%2BRxOtkV2cPHgv2E0fnDYUD%2BQZ63q1P5JaAXpUPxr4SZI8Bb5f4tpeu9vT5JEA22SGkGghGFKHYWtSPByScKwexP9z%2FLcuY7l6YUTxy%2BV9UJzGol6FwO4kwFGrSTOP1WIkGIy6VYqPI%2BkBEKKVQwERO6KyQTnnIZ4kyvYMDjptT0%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=AVxigLKXT7f5lx24fdY5fzVD%2FyhbJz%2FcTqOiRi0znl9ROf%2F%2FVuIXmYKml1YlnCNuWBBxHl7%2FBf2y%2F2QZ8QdDlQF1p0dDpOX9fp4VFRzGxoz7N2E%2FXC%2Ff10aoWWKp2AseCojNDSaV%2FyM8eOzcTAc4yQEFFVCkzHK%2BdxKJyDSFJIzAFLf%2BwencraHjTbmDMN%2FSrKpysSWjGyrWpw1yBMdlTN5WtiOYMAP6AsfoarI%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=AVxigLKjOstDT6XsrmoSyLIr0g%2BAJivvh0YxAH5m7A4K2xenCdgQISjwdJkIgTGctvcOBn%2Br8p%2Bw5lDEGePrqx%2BfUf16AHgw5trtSWlxs%2FK2JIVntjv4JHyopLV5uQdNaQGoU%2BnR%2F3dzU07E5wwGEcRTlnxyz2KdraLZ6W5T1vw1MBsLr6ZbkIocaCs%2Bc3CS3tcnMuE2j6HQdJTDHy50Jnpextx%2FwnRHPg4%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=AVxigLLBNikejDoLQU0VoPN%2Fr8TdanldKawXFXSOCAW%2Ba5cS2B%2F69YFDg%2B0I9iv9VapwdcWUr4l3J7AUWUwaW2YmCuDM%2Fum2m5COlTh4IjyqrrF8UEgVCXTanKWcrwtq9%2FmbpcIgDXIC2nR1ePPQJtykuyEMzarD836P5E8OWyp25Vu2bVvaQ6c3yXzE7%2B5CKoReSpvn%2BlKG%2BNKMlw%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=AVxigLJK7vslotRijZEQgrFBNQBatrN8PJit5eA5fCT1A1lXkh1Cqbl3sha8v%2BXNjVdHH%2BVVuk69XaviTlpg93YDF752qK7l8BPWQysbGGK5F67nQe915xegQCrLsuBMMF%2Bok820eKcSH%2FYQLCswGwI4WPP0XFm%2F1qfiySS3cwp%2Bi3iuNuTnSz0%2BCinLcBgGeSo1Xw2kVT31Sv2BJdHp0Y4%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=AVxigLI%2BwpZt4fColJW6ocN0oH6vkpnpmECALNkRHagSo%2BPe1VPp9h6svhOd0yCqwUyoxvCoGin91nhpuMqYqO1CfI12rNjI%2Bh%2BI7w4QI4LzGl1yNl%2Fia2nF%2BnAJZP8ONEGNqp1VXqwPr78xMdnT5%2BDVMy5V3wibtRGDnE7IeKruFMKgLA%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=AVxigLJS9JfGo93Zai%2FWGIxZc670eJ2RqNyAeaZSFMCC8SdLW%2BFFHBoODSkewsSnbpkO8DOeGsQRIwVL8V4u6oPDKvIUWli2NAPxArvUXcDX4OwsCp5LhMEooHhUUlWE5aLRxJOXrLzTmPrjlpkInqVj16kTY6SzcVluG%2FGR2nB6TAbFyvZu%2FE6C9B3Z7LvHTQ%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=AVxigLIB4dJgOEnH17KkDgKLNnm2DRoxR3JlFjIFWPM1VrGNoBMshIy2RerOcPvlivmAhELldkmGlCLgaDRA1GWyqxHtn%2FB2ggMWk%2BRwnFlwllVL5C5JxjTkrdlT2SIAO%2FXTlAH%2BT2Z2VwBF%2BFCfEorla04%2B65dpt3pEjc%2BnVC4L&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=AVxigLI%2Bq99TPrgxDF672zMTphUCuhtlAuCsKEILJzPnaIEjltN9hNSd0cfot4wh4CRyLOxA3m1GDyH1WdY9LiFYOety94ZGcl%2FdNqc9WeOTplLymVyAAZKB8D4ffeVuMuI2lp909jRRvIT3%2Bssj9vSM%2Bageu2ONw4Juw%2Fpv64SrJO9oTwJKey45lqaQFQ%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=AVxigLJbwHgP81d9xK2XGarA7Fb3ihjuXohwEGZ%2B3tu80AQ%2F%2B4tIs9l0PkRPE4Z%2FQ78MJwTQEHJvhqaEMzybUOUJWkCGK4R%2FC8viwbCrPq46hlTuavRPHMKDRH3Y6zQjKqNcEWGJEmRqdJL7nz2NJMna2CU9Q2cSCP6QdMvd%2BEYOEeoMTSJkHy1rHzAggS3iPfe36plP%2BzsOsg%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=AVxigLI0bu3nQtZHH8e9%2FTV0do1J1BUeEqV%2Bz%2FkTUo%2BtavjKeopLH64sAvS7tt9Ak9VZuUGWufTJ7eYD7PQtd%2FldfgYiC5Mv6cK55n9YYh0SYB2DOVMN68hm0SG9FhBL%2FCoixpzs3Fe%2Fy78gHV9dCiaks8mTyvmuwX2EQJrSMRn8Ttm7ZKYCGWfcc4ga2A%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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

[ 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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&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=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIvJq0ynYostGN0L6VVwSLzmAbWJX2kXItgo0kWrAMfVF4UFWWvzQS3dOObsyQ%2F0MVbUBupnLCrTbgxFHockb9Z7J0XYJD54VlLOkiwxKtRHZ26xlbe%2FygMG0SqEicwF6KaaRZnKGKip1yFw02fmTtFADLWXIIbQQ9gIi7DavZp%2Fw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIy2C3iENpONaT%2B0pqLgd6pj7Y38LAqphGLRhimbZsx9Fv9xtMDE1DW%2FP01eCnpnYHfgLaccbz0FMPLlIU36wvtacuq1y5yWuP3SQmeDfhFomS3cBAUb4sS5VJBBihY8lYRM%2BsQuz%2BH1%2Byq%2FgPH%2F5D2CTJcbMLko1lU5HTTi77A&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ%2BtVviKHNcXLx%2BDUwds%2FnQGyP%2BP%2B0bGW3BOoYlVoY2h0uE17lOTMr1doE%2BCYPPMTlSSF61Au3%2BJnhJDmwQMt1YOYT%2F9hRmM5frJfo41j%2BAIk6M8hg0QN4%2BUptF8nnBBLzuNByCk2hMN18VxJRRR3GugZHwsdrd6VErezOILJrlL315wOByyrG4vuq28LkDTg%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)

MASTERCONTROL INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect MasterControl Mx to every ERP, historian, quality system + AI agent your plant runs on. Turn electronic batch records, deviations and genealogy into real-time, AI-ready production data.

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

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

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

Live demo · Claude querying MasterControl + ops via Rayven MCP

RS

What's the status of the ERP (batch order) → MasterControl Mx flow today?

C

**All flowing.** Batch orders open the record is live. No blockers flagged.

ERP (batch order)MasterControl Mx

Trusted by 240+ teams across Australia + globally

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

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

THE REALITY

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

MasterControl Mx runs the electronic batch record but process data lands in the historian, ERP reconciles on a batch, lab results arrive by hand, and AI has no live view of batch progress or deviations.

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

 What Zapier + iPaaS reach

### SaaS-to-SaaS. Useful, until it isn't.

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

- ERP planning systems that release batches and need genealogy and yield reconciled
- SCADA, PLCs and process historians whose parameters should populate the batch record
- Quality, QMS and LIMS platforms holding results outside the batch record
- Maintenance and CMMS systems needing equipment status and calibration events
- Data warehouses and AI agents needing live batch, deviation and yield signals

 What Rayven reaches

### ERP, SCADA, quality, historians + AI. One platform.

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

- MasterControl + every ERP, SCADA and quality system
- ERP, OPC-UA, SCADA, historians, quality + custom-built connectors.
- Files, legacy SQL, FTP + custom-built connectors
- Real-time bidirectional sync, tier-aware + rate-limit-safe
- AI Data Fabric, MCP, automation + custom apps included

WHAT YOU CAN BUILD

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

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

ERP (batch order) → MasterControl Mx

#### Batch orders open the record

Batch and process orders from [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) open the electronic batch record in MasterControl Mx with materials, steps and specs in context. No paper batch sheets, no manual set-up.

U

Booked revenue vs MasterControl closed-won this month?

AI

**$2.41M booked**, $2.39M closed-won. Two deals awaiting invoice - flagged.

MasterControlERP (batch order)NetSuite

MasterControl Mx → ERP + planning

#### Genealogy and yield reconcile

Batch completions, consumption, yield and genealogy post back to [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) continuously, so planning and cost reflect what each batch actually produced.

U

Which won deals are stuck pre-invoice?

AI

**3 stuck.** 2 drafts in accounting, 1 awaiting PO. Auto-finalise?

MasterControlERP + planningXero

Process historian + SCADA → MasterControl Mx

#### Process parameters populate the record

Temperatures, pressures and set-points from process historians and [SCADA](https://www.rayven.io/solutions/data-integration-platform/scada-integration) populate the batch record automatically, so critical parameters are captured live rather than transcribed.

U

Account health snapshot for top tier?

AI

**14 accounts green**, 3 amber, 1 red. Reasons attached.

MasterControlProcess historianProduct DB

MasterControl Mx → Quality + LIMS

#### Lab results close the batch

Test results from LIMS and external [quality systems](https://www.rayven.io/solutions/data-integration-platform/qms-integration) sync into the batch record, so review-by-exception has every result in one place before release.

U

Anything that needs my attention right now?

AI

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

MasterControlQuality + LIMS

MasterControl Mx → Industrial AI Data Fabric

#### Batch data, AI-ready

Every batch step, deviation and parameter streams into Rayven's [Industrial AI Data Fabric](https://www.rayven.io/solutions/data-integration-platform). AI agents query live batch progress, deviation trends and yield across products and lines.

U

Snapshot of activity in the last 24 hrs?

AI

**47 events processed.** 0 errors, 2 retries, all current.

MasterControlIndustrial AI Data Fab

BEYOND INTEGRATION

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

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

01

 

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

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

02

 

#### Live AI access (Rayven MCP)

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

03

 

#### Automation + AI agents

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

04

 

#### Custom apps + portals

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

**All on top of your existing stack.** No rip + replace. MasterControl stays MasterControl. Rayven works on what you've already built. Specifically tuned for **MasterControl Mx electronic batch records populated live from process historians and LIMS**.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

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

[

01INTEGRATIONAI

AI for connection

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

02DATAAI

AI for context

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

03EXECUTIONAI

AI for action

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

04PRESENTATIONAI

AI for interaction

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

05SECURITYAI

AI for guardrails

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

AI Agents

AI

Predictive AI + ML

AI

Conversational AI

AI

Real-time Training

AI

AI-led Execution

AI

Multimodal AI

AI

Anomaly Detection

AI

Forecasting

AI

Vision + Edge

AI

Gen AI Summaries

AI

THE PLATFORM BEHIND IT

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

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

Integration Layer ▾

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

Data Layer ▾

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

Execution Layer ▾

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

Presentation / UI Layer ▾

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

Security, Governance + Hosting ▾

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

Click any layer to explore what's included.

---

<https://www.rayven.io/solutions/data-integration-platform/mes-integration/mastercontrol-mx-integration#>

MASTERCONTROL INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

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

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

MasterControl to other SaaS

Yes

Best in class

Yes

DIY effort

MasterControl to OT / SCADA / IoT

Yes

No

Custom build

Months of work

MasterControl to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

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

Yes

Throttled / paid

Yes

Hard to get right

MasterControl Mx batch record and historian parameter sync

Built in

No batch record

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

No

No

No

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

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

99.9% platform uptime

#### Platform + team. One commercial.

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

ELECTRONIC BATCH-RECORD NATIVE

#### Built for MasterControl Mx's batch model.

Rayven handles MasterControl Mx's REST API, electronic batch records and review-by-exception model natively, and bridges process historian parameters over OPC-UA. **Real-time batch, deviation and genealogy sync** feeds the record and posts results into ERP, quality and AI.

5/5 · 140+ REVIEWS

#### We stay after go-live.

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

DEPLOY HOW YOU WANT

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

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

FAQS

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

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

##### The 30-minute call covers

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

#### What is MasterControl Mx integration?

MasterControl Mx integration is the practice of connecting the electronic batch record to the rest of your operation - [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), process historians, [quality](https://www.rayven.io/solutions/data-integration-platform/qms-integration) and AI - so batch, deviation and genealogy data is visible everywhere it matters. Rayven delivers it as part of an [Industrial AI Data Fabric](https://www.rayven.io/solutions/data-integration-platform), not a single-purpose connector.

#### How does Rayven connect MasterControl Mx to other systems?

Rayven uses MasterControl Mx's REST API for real-time bidirectional sync, and bridges process historians and [SCADA](https://www.rayven.io/solutions/data-integration-platform/scada-integration) over OPC-UA to populate the batch record. Batch steps, deviations, genealogy and lab results all flow as first-class integration events. See [the Rayven Platform](https://www.rayven.io/platform) for how the layers fit together.

#### What systems can Rayven connect MasterControl Mx to?

Rayven connects MasterControl Mx to 1,228+ systems including [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), process historians, LIMS, quality systems and sibling MES tools like [Siemens Opcenter](https://www.rayven.io/solutions/data-integration-platform/mes-integration/siemens-opcenter-integration) and [Tulip](https://www.rayven.io/solutions/data-integration-platform/mes-integration/tulip-integration). Custom integrations are part of done-for-you delivery.

#### Does Rayven replace MasterControl Mx?

No. Rayven connects and orchestrates MasterControl Mx; it does not replace the MES and does not run the control layer below it. MasterControl Mx keeps running the electronic batch record, while Rayven lifts batch and deviation data into an [Industrial AI Data Fabric](https://www.rayven.io/solutions/data-integration-platform) and connects it to ERP, quality and AI. Read more in [how Rayven works](https://www.rayven.io/platform).

#### How long does MasterControl Mx integration take with Rayven?

Most MasterControl Mx integrations go live in 2-12 weeks. A single batch-order or historian-to-record flow runs in 2-4 weeks; a full production fabric with ERP, quality and AI runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/mes-integration#delivery).

#### MasterControl Mx is built for regulated plants. Does Rayven fit that?

Yes. Rayven runs encryption, granular access control and full audit logging, and supports on-premise and sovereign deployment, so batch and genealogy data stays governed and within your residency boundary. It complements MasterControl Mx's audit-trailed batch record. See [security, governance + hosting](https://www.rayven.io/platform#security).

#### What are the technical specifics of MasterControl Mx integration with Rayven?

Rayven integrates MasterControl Mx through its REST API with token authentication, and bridges process historians and SCADA over OPC-UA to populate the electronic batch record in real-time. Batch orders, steps, material consumption, deviations, genealogy, yield and lab results are preserved with field-level mapping into [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), [SCADA](https://www.rayven.io/solutions/data-integration-platform/scada-integration) and [quality](https://www.rayven.io/solutions/data-integration-platform/qms-integration) and LIMS targets. Critical process parameters flow from the historian into the record automatically rather than being transcribed by hand. Because MasterControl Mx runs a review-by-exception model with a strict audit trail, Rayven preserves that governance while feeding batch progress and deviations to planning and AI. Historian tag volume is managed through batching and back-pressure. Genealogy and yield post back to ERP continuously rather than on a batch job. Multi-site estates reconcile to one production master via Rayven's data layer. Validated against MasterControl Mx with process historians and LIMS feeding the batch record.

GET STARTED

## MasterControl + AI integration. In weeks, not months.

Book a 30-minute call. Walk away with a tailored plan - what's reachable, what to bring in first, time + scope.

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

<https://www.rayven.io>

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<https://www.rayven.io/solutions/data-integration-platform/mes-integration/mastercontrol-mx-integration#body> 

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

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