---
title: Mipac Integration | Connect to AI | Rayven
description: Connect Mipac to your historian, ERP + AI in real-time. Rayven reads process + metallurgical accounting data read-only, control untouched. Australian-built.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLSkEKSKMDRGdoxq1fsHjhaH4UpMovvsHPXrKne%2FmSyEmnLcqoSIUK7MPIeLB2K2o5T605xcqu2%2Bg8Ox76Zb3SN3wsmX5lFnuvlOKWBx2LUvr35UdIqXG8s7LBRow7EGQ%2FiWw%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=AVxigLLSkEKSKMDRGdoxq1fsHjhaH4UpMovvsHPXrKne%2FmSyEmnLcqoSIUK7MPIeLB2K2o5T605xcqu2%2Bg8Ox76Zb3SN3wsmX5lFnuvlOKWBx2LUvr35UdIqXG8s7LBRow7EGQ%2FiWw%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=AVxigLItcCiJxFllmRjCn4%2FRh582%2B5LJ%2BlVyhuhvbiwHIXqiv%2Bbl%2FHvrNBb1Un6qszvSl6XIvaQd75I4brMkU%2FNqq8aNdFwzLxMzWYfAViGeA7uVQgdE%2BogtREQ9LBBolhc2VqK75DXU8S%2BYskDMreKaDmoCcf3Xf2WNoRNpMcqii00%2B9izpb%2FezJkmC6HoLfhVuFQbffexCYpzmx8vO765VUA%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=AVxigLKTO5z9vpMfFVe4MyzXu3382Aq0Wl4RcDBL3ozHsfcDPue3xN6b4aU5%2B4kdSWxUzN01RMfqRWSozSP7ufWs5OIyty%2Bk3ykL9TiwjNhXhvMD1O%2B9slP4Glkk00xFFd1jSbK1JBOscq0MwTfXt%2Beg%2FOBY6Ea5roA6dZdxtAQF2PdQTUDgGIQ8BaqGGojxg7b1QI96kpkocMRoXA%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=AVxigLKiLQ%2BjFbVUToolQj7s8KVl4OzzxhJk0R%2FiM7KmdG5TZ5MhJjcrCFP%2FfpMYxZ1JQ6OgXncq09d948NBFGadNQsgEDGkeAMA4IBUG5T1AFF%2F3A0l8YPjKcp8imCrnoAETSSQjn4Y7Y%2FtJ0u0I3aM5eiQweDYjRhAopCKYIhTpPRQ9ZSOzrahbJueFf08LyH1ixT5kkN4mwZ03A%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=AVxigLI2yUiSXSAmaliSR2eklcoJdmH65ypDHdDyu6diFnLWeviDlKhpY80vAi1y3YyTuFqd1y3gbcPjO%2F1C0UFBabEkgRm%2Bl64G3sjUzEoCISoL2f1DssNZVStA%2BLIICa1rP2cJftXBS3X5C4aJew999lt0WTd1Nly4u%2B2AFhEuEFRBzdhHlYWmwHqzfiffmkIxFtH%2B5AgEbqw29Z0HI6jvqrs%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=AVxigLKIwhIubJWFEC3tz8JpX2y1%2F9Z3QcjC0Qgg2%2FNBVHlP8S9PuEU15eyZvitvzDBep3h9uz7Yfupoggg3ERZZuxpcf1cOVT%2F85QUKF1A23lMxhR3o%2BouPGuDBQi5i1BBarNnOe%2BTn0lKbjjeAuwAXlntqHyf4RqEY53ciOf0s9WYyg3oVXOkDBdLHCCHP3F9PZJ%2FKm1ntc1Ot%2BQpdUYI%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=AVxigLJ4xtmzqnQY9IdUTt6Cu3EMdG37QstGpGO6%2BN3dNPk3Ea2Vq1ZTEFJDSZIT%2BaqCf001n4%2FBFj64%2FaBzKosn%2BeUegeVoKSgUR7jgGO5xiNGe968R9EFko3nsta4lgFmv%2B3HCQz%2BM9WYmI2vbrNV%2Fixc3F4zT6YP%2BE%2FgHUm3so58fJu6iFUBDDXMZkmStJOQrZpfgxs9%2FPyxzrq7nh3OYBfdXjA%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=AVxigLIdNGYfojECtvIEPlkFhN8pkJ%2F507Wy0Fz3%2FgXn9RooIQ%2BtoXnY1bqc5J%2FmgQUNhZ%2BtSplplFM%2FUn4dXtWKvFo53oIAV9dF%2Ful6lW5cqC0dalSSi%2FXahJjIzH%2Fz9n4eyUMzSQGdczFmbii%2BopJsR72tNbBh2sg8mSsrIgaSi9tHSpd9R5ojDq1BZo9AqLOEn3Uv8LkTB%2BQrNoC99fo6DjZv%2FdY%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=AVxigLKWzYaT6xgjvOq8yCFcGnShOoRyDhkqEN4kDWBTBehOl57xt%2FSfBu3%2FT%2Fw7MIqEpZz5gO8ivPGR%2B8PZ4NUS0D6dTQZw9eFU%2FLHhNGRWmsNTuILHdzh69zU3%2BHRiXYT3vq3CkuNeUX%2FaVxLfyWs7rRwL3fDeNG2n%2FEbqDzc2s3t0T1v6KaMP6TXUYwwbDVwIRbcBWNsbOybOkTzsSdioNMw%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=AVxigLK5lO%2BnoOuJvPpC%2B4xpe1YAyGV7yw8eO8Ay5diq1ygsesXBxD0c%2B6ZCcCmQOBkapIwqIhTs3ElUIkGqgij3TIQjU2dwXkv%2FigsgufxsCe5o4vlbvAMMVIRa9743Tg0mX0iFeHs02s%2BVEZw9UEdQsNEz%2FFlSnML02LlEqqjVx%2FnHLybppfLU9ILzqxJhn1g15OTjN%2FoGg3hK2w5JHmIGJQ%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=AVxigLL4CRL%2BO9v9RHKAA%2BjVZ3dMP0SUwyRefJRyLL9kgUdaADWdi%2FeZmB%2F6tKAAyujnciNqYpDzA7ULtvdp4TwcRAgbfFwy%2B4C6WyJlhiy6jlr2qMfaPPP4kVzgsMA5XdnC%2F8MKJUE47bRceCshcNXTeJK4Znzhsm32mW9y6VnZD%2FTeHY4e%2B%2F61YMQDf8zcYMoJhJPEcfWhIexRmaPhFdTW2LGBXilnLRmSjJ6Xzs8berskTQ%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=AVxigLJ9I8drUzKODYy1I%2BiuPnAz2MzD19XRNEGyTwwr1Y1%2Fg6QFksI%2FYaYruTHyLStFQoQDOxexYctE%2FAjcsU00iWbtuabyEM96sWGJ4ztmkRf%2BM10V7s4kuzhD3YoE1HtTUCbm6N7c8%2BZD38EKcBuseO9qD2hHFX6XwRtjS4atoyFyxpr8sYrSQNrQS0NC9mHPLlVrjAFMZ%2BKeiKkysXEhcC%2FL&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=AVxigLLUp%2F9BZm9w1V1dA5Aq2dhJexvIODvrwrmVAjwnUPAZRaaOTMYbnudtE15yGltZ9U5RlKgbNSB3tWRTuCOjrpUrVKNALlT08WVQ8YcWtUR4EiULGn6p9wB67HQfxpAVr6d77Vd0CoHPkkcjPkTRppHFl%2FN9cCLuosUWYM%2BmfpoLOJwus7yt97quEajD8wbt9cjsWPSkhShGMASTzeTMKTE%2Btw%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=AVxigLLYSKJPp5W%2Fp2HLWcp%2FbAkBGEPblT9%2FVqyY3Liilx%2FYROvsOVuJKVaGYHyF8W40xBSIkfW0xULfm7X64sS%2Bn3SC%2F%2BBoXxHzGx6pNaZaNZPJ0d%2FCzL3VCRCLDsY0Hnv6WriFh2bO9vL%2BDtnqQfkw2q%2FPiHMqfBr4Cj%2FF8VeOtE%2FFWWIZeHJ8VLioP83uFs75Yd5sUBPwzwcwift5oXY417FLODr%2BWMQ%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=AVxigLK3%2BPOzWJbxM11xBiUOjTmmb8YPVUlmbJlmWycSnlaiOhVApALDKzTrLuXpucAo8XY%2F7hvCScWk%2BlMPBarBq2AaOdHx4OGn8L0RnhwZHQmOVhFs79ULZgU5vRBd6lkoL4Yt6mppp6UuzanWoF%2B7bmC21BKl%2BZ%2BjAXD4KRREgGln3ToSIllU4%2FRsOzTyHs4gH6c1kecRKMEJPBFxOXuwEXo%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=AVxigLLyVTv1F6iU8XiFtNCPqaIFuw9R2vErXvGsCCkBOpcmvI1OBSoXo7Qt4NgY5vUX3ISJF5WPoZ7MamhyPbOUuHuv1SoPSF9giX6D4lm73MKNPjsq9oZ4FGyot64Cyjp48p69OdIdnMeK8llfwgOFIsQGejWVSo5zvT9lk%2Bxe%2Bnl7%2Bxr1OPGUJ%2F6kJVfzHB1ritRqzn17l9uWyUM%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=AVxigLJK97g%2F6ieFh6xhf3%2BhgsGwMzeMUtTnDHo52Q2u8AuZU3EDbMszzv9ydiCHn5hw5hl8yi7yRpWFiKZn80e4vDK%2BahGdFFAL8npZl9piio8cwuT1z3huaWHiE0nEXDU4jlJh6liRb%2F6SiDtn71aHKy%2BBryax0EVIdADb1WY0D%2FGMxtxrC2i7VwVEZpNQ03SMxYPgNA%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=AVxigLLcudz9DvQ408xVlmWiz6gXyzqIZUpcuWAxb9bAXcERYEv1BXbvycz958lk19Ktm7HyrX36v6AFt9jZT7%2BXr5H7tzXkD6Pvpz0j7OknsFPKCiMGiRPjF%2BnakOOWUwDVBR3NL0F8BWPlP4lSErhEb6oWsjuPNuR79y6bEvpanKaa0GfIpD2KPK36WIZny3JouOQX&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=AVxigLI4l%2BQ7QKjJFjB2y4r43PvgFd%2FLolbgRHhIrVWLsVD%2Bx2v%2B7ql5bn%2FzA2bIuk%2B1Bi3vZ4NeRFKsKFAWFlllXqvQ0MOHxscMXwHGZqt0W9q95T76Qb3eOdyYxJ7C8DB6XdFxEceaxrKZ6DxoERZHHiVlGMPKiv%2BwtQ9TdaO%2FJVbeFTW1LllM%2FJenptYLpeVnSdzafcUF%2BBlNqg%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=AVxigLKPenUh5SaU%2FQ4mrGzpGjpAINTGQohzFcAivhPOjnaoT6mcpuO%2F2%2Bh3C5LuHLkKvR%2BUplqqNxp%2FgRexhQl1N9az1VmRRNzbh2YOg01eN2Hawl%2BXb3s3rq979P9z1RIz%2Bc2GgZW%2F1IiU0ga%2F6BjsqZM4BAcZVK2L8kPC8PkkCOEreJFcd4I0vjobPOoT1hDkQc%2FV9Zdq9KEPhJ8tq7tiBsnugN9MaTA%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=AVxigLIeYdCpqZZdox5UlS51SFYImHfjcRp32vf3CqiXrm2mCtQyq5FPiKoWB2FpoQKPJTnnS5VBA0KbipwMci%2BwIdy63hTbHJP5tFp0oU0aZHcJuj94nwfXmMfDGbjNxzENUxRkHoUuGcW01SKoiPoZDg70R1JF%2BsR9dukq02R4xbPLh2aHwsaFg%2BqwHHiFSpKXL8raNFjkD1I2IL23%2BdZrCrRyFbT9a%2Bv2Wwg%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=AVxigLJVruzfXEH3To%2B4KWagWtYhwW2bQUVhYurRBnFS7PzPMF6KMzVQuLNqZyqQ%2FfoTUfKZtT3TXbJmZUqUiIssFUsc5am8ElLRHLYr%2BOSmLxSA9E3UOyUhSpqjWT%2BRdHhyiGXoHsLIHuW4eCCyYRRfomouOff8xk64IQLhn1qblFPhE2sMY%2FI%2BB0vR27WaLYMUABIG8gC4qG3Y7Mg3EIFEbDMFFjdX37Y%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=AVxigLI4l%2BQ7QKjJFjB2y4r43PvgFd%2FLolbgRHhIrVWLsVD%2Bx2v%2B7ql5bn%2FzA2bIuk%2B1Bi3vZ4NeRFKsKFAWFlllXqvQ0MOHxscMXwHGZqt0W9q95T76Qb3eOdyYxJ7C8DB6XdFxEceaxrKZ6DxoERZHHiVlGMPKiv%2BwtQ9TdaO%2FJVbeFTW1LllM%2FJenptYLpeVnSdzafcUF%2BBlNqg%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=AVxigLKgXolXy5hJjMLSD%2FAW6LXQBqhC1jdah1khUI%2FAo69GTr9sLVUKD2lQI139nFFZAUtTvsDQevu2Mhbtg3lPQ77IEzAASYOfhbwGN%2FcMkGkcGQgLToORd%2BNMLCQLILQyW7f5C3ype2KosrWa4CbmkzTfAUtVKhV5aIR45eADZsuW8c8TAB9lLsAWQCHbRnjXB5RZIWtirFjn%2FSEsMWQ%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=AVxigLLdpzTOU4d%2Fj%2FxYS%2FGfGxOnki6BUfryt%2FZoMLDTd5cd9E1NQ5bHr0nJEZDEqII9PO%2BezkD1q%2FwsQEtxAvTt3IE%2FlJnwrx8E%2BRPBNVOAtCpaWs7UJc8Y3eT0RQWoVzd%2FKBllz9YMl6e3aEgR9r1CrbVFUjsjZzbGxonp8VL4X2UjNg%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=AVxigLKHv7MZDk%2B3bWnhxk2R4ecxY3RtEJQ6O8mGGnlVlWvFAR18NHPyLVmPX9VqvUMKtFa6pTCu1vvkSVnYCiB%2FSAyvOqJg24xtgPR%2BKxI7Oa06h6UAkJ%2BxgkLy25Pd8oMA%2BHN5y4cifUAS0hxachLT7O7Mc2Wx5k7QJDwc1%2BCvSrvEwsipWjJbyE8mkwFnlQ%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=AVxigLIkt5Bng7eXXK%2BZ7TXGlfELEFmSV7Zv7e9U0npk09bVrAIfujbRHSHzWn290PY0%2FsrAZY0r9sKUvBFd%2BV5D%2FzfdqOmnl63xIPSVenvF5z7y9V2TnBUyekBTzqFIGvK3Zeac9DjAUhWry8qJRxzgLTSp0cYgxhDEe%2FDnih9M&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=AVxigLKNCYhe5houO3fE2qHO22awxfo2%2F9EtOgJXSzMf412zBZepfrmw9MbsoUfSsXwIUWSVfVtC5HPZRyZCB%2FtxbDKmfg0BTGGNogm34HLEK55kSBLNxJP5PZtYkiL2WLN0KSu3ruO7PR0FFtzPSXG19A77r5ihtv3ZG%2B9ksHBS4XWcjs1e03cDyddz0Q%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=AVxigLIE5CZDoGETLDRsivTPGKUH1N1B6DkKa715C4yKXMvhRbK0sEOnH%2FQJ0ER6MXl4qoAyBrEd0JUm8Him1HPWWvucxTLhxDMUR%2Biorva%2BkKcooG5K89FPWuDWPRu3yme2VhNWROHgQwd1GrRhMf6K9sMeTyQGkkDuVQZxSFQ65VlsrOpguqFdnOGeRymLcarHXrEdjq9bbA%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=AVxigLIIX%2B8zE61p0IkGcTTuDejit5x4LmPP0bgAdLTGep461Ubi%2FdtTaJjqoGfydDOnCMmzYf3Km7O41OlFLkb0tx84eOFmitruR447VYI7AeJByDAqqoEECcqQcuU%2FwjG13TfYvRf9IzdYykN%2BNeepHJGtya07s5OMxdPKMfI3pXYMkgCsNR7fJCp97A%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

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

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

Set Engagements

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

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

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

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

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

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

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

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

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLKo84Y13QNeWJqVe9KDKyV6556C5H5nMAlIBTStuuezPXbHM8bVyPvsQn7QMG1bJFui7NVwh%2B3EjTOhHVlVlndGUMkVGieJUnJ8OBT7Y97FaxlAvmDm3pkFEC2zyqnF%2BDioULm4Z2NxtYq%2FJBlBQClNxr38xO9LpBoHs3HtfrMtrA%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKerJ1thNjhyekWXQnVEnRiTpIoPd9T1aqXV3jzvuoWHVw4wks27xiQRMZdQaHOWIhq9jRWES9S%2FdeY5NtrFWYDX7Uo%2B8y06mu8NgAiywp6l2NdEkLMJ9hivTB%2BBTudV%2B1VCNg3i%2FZ7bzozoIxi6cZ98tRRBpWnxk8QigadoD0mNQFD7JjgR7qZLjWMmGuB%2BQ%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=AVxigLLSkEKSKMDRGdoxq1fsHjhaH4UpMovvsHPXrKne%2FmSyEmnLcqoSIUK7MPIeLB2K2o5T605xcqu2%2Bg8Ox76Zb3SN3wsmX5lFnuvlOKWBx2LUvr35UdIqXG8s7LBRow7EGQ%2FiWw%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=AVxigLLSkEKSKMDRGdoxq1fsHjhaH4UpMovvsHPXrKne%2FmSyEmnLcqoSIUK7MPIeLB2K2o5T605xcqu2%2Bg8Ox76Zb3SN3wsmX5lFnuvlOKWBx2LUvr35UdIqXG8s7LBRow7EGQ%2FiWw%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=AVxigLItcCiJxFllmRjCn4%2FRh582%2B5LJ%2BlVyhuhvbiwHIXqiv%2Bbl%2FHvrNBb1Un6qszvSl6XIvaQd75I4brMkU%2FNqq8aNdFwzLxMzWYfAViGeA7uVQgdE%2BogtREQ9LBBolhc2VqK75DXU8S%2BYskDMreKaDmoCcf3Xf2WNoRNpMcqii00%2B9izpb%2FezJkmC6HoLfhVuFQbffexCYpzmx8vO765VUA%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=AVxigLKTO5z9vpMfFVe4MyzXu3382Aq0Wl4RcDBL3ozHsfcDPue3xN6b4aU5%2B4kdSWxUzN01RMfqRWSozSP7ufWs5OIyty%2Bk3ykL9TiwjNhXhvMD1O%2B9slP4Glkk00xFFd1jSbK1JBOscq0MwTfXt%2Beg%2FOBY6Ea5roA6dZdxtAQF2PdQTUDgGIQ8BaqGGojxg7b1QI96kpkocMRoXA%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=AVxigLKiLQ%2BjFbVUToolQj7s8KVl4OzzxhJk0R%2FiM7KmdG5TZ5MhJjcrCFP%2FfpMYxZ1JQ6OgXncq09d948NBFGadNQsgEDGkeAMA4IBUG5T1AFF%2F3A0l8YPjKcp8imCrnoAETSSQjn4Y7Y%2FtJ0u0I3aM5eiQweDYjRhAopCKYIhTpPRQ9ZSOzrahbJueFf08LyH1ixT5kkN4mwZ03A%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=AVxigLI2yUiSXSAmaliSR2eklcoJdmH65ypDHdDyu6diFnLWeviDlKhpY80vAi1y3YyTuFqd1y3gbcPjO%2F1C0UFBabEkgRm%2Bl64G3sjUzEoCISoL2f1DssNZVStA%2BLIICa1rP2cJftXBS3X5C4aJew999lt0WTd1Nly4u%2B2AFhEuEFRBzdhHlYWmwHqzfiffmkIxFtH%2B5AgEbqw29Z0HI6jvqrs%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=AVxigLKIwhIubJWFEC3tz8JpX2y1%2F9Z3QcjC0Qgg2%2FNBVHlP8S9PuEU15eyZvitvzDBep3h9uz7Yfupoggg3ERZZuxpcf1cOVT%2F85QUKF1A23lMxhR3o%2BouPGuDBQi5i1BBarNnOe%2BTn0lKbjjeAuwAXlntqHyf4RqEY53ciOf0s9WYyg3oVXOkDBdLHCCHP3F9PZJ%2FKm1ntc1Ot%2BQpdUYI%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=AVxigLJ4xtmzqnQY9IdUTt6Cu3EMdG37QstGpGO6%2BN3dNPk3Ea2Vq1ZTEFJDSZIT%2BaqCf001n4%2FBFj64%2FaBzKosn%2BeUegeVoKSgUR7jgGO5xiNGe968R9EFko3nsta4lgFmv%2B3HCQz%2BM9WYmI2vbrNV%2Fixc3F4zT6YP%2BE%2FgHUm3so58fJu6iFUBDDXMZkmStJOQrZpfgxs9%2FPyxzrq7nh3OYBfdXjA%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=AVxigLIdNGYfojECtvIEPlkFhN8pkJ%2F507Wy0Fz3%2FgXn9RooIQ%2BtoXnY1bqc5J%2FmgQUNhZ%2BtSplplFM%2FUn4dXtWKvFo53oIAV9dF%2Ful6lW5cqC0dalSSi%2FXahJjIzH%2Fz9n4eyUMzSQGdczFmbii%2BopJsR72tNbBh2sg8mSsrIgaSi9tHSpd9R5ojDq1BZo9AqLOEn3Uv8LkTB%2BQrNoC99fo6DjZv%2FdY%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=AVxigLKWzYaT6xgjvOq8yCFcGnShOoRyDhkqEN4kDWBTBehOl57xt%2FSfBu3%2FT%2Fw7MIqEpZz5gO8ivPGR%2B8PZ4NUS0D6dTQZw9eFU%2FLHhNGRWmsNTuILHdzh69zU3%2BHRiXYT3vq3CkuNeUX%2FaVxLfyWs7rRwL3fDeNG2n%2FEbqDzc2s3t0T1v6KaMP6TXUYwwbDVwIRbcBWNsbOybOkTzsSdioNMw%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=AVxigLK5lO%2BnoOuJvPpC%2B4xpe1YAyGV7yw8eO8Ay5diq1ygsesXBxD0c%2B6ZCcCmQOBkapIwqIhTs3ElUIkGqgij3TIQjU2dwXkv%2FigsgufxsCe5o4vlbvAMMVIRa9743Tg0mX0iFeHs02s%2BVEZw9UEdQsNEz%2FFlSnML02LlEqqjVx%2FnHLybppfLU9ILzqxJhn1g15OTjN%2FoGg3hK2w5JHmIGJQ%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=AVxigLL4CRL%2BO9v9RHKAA%2BjVZ3dMP0SUwyRefJRyLL9kgUdaADWdi%2FeZmB%2F6tKAAyujnciNqYpDzA7ULtvdp4TwcRAgbfFwy%2B4C6WyJlhiy6jlr2qMfaPPP4kVzgsMA5XdnC%2F8MKJUE47bRceCshcNXTeJK4Znzhsm32mW9y6VnZD%2FTeHY4e%2B%2F61YMQDf8zcYMoJhJPEcfWhIexRmaPhFdTW2LGBXilnLRmSjJ6Xzs8berskTQ%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=AVxigLJ9I8drUzKODYy1I%2BiuPnAz2MzD19XRNEGyTwwr1Y1%2Fg6QFksI%2FYaYruTHyLStFQoQDOxexYctE%2FAjcsU00iWbtuabyEM96sWGJ4ztmkRf%2BM10V7s4kuzhD3YoE1HtTUCbm6N7c8%2BZD38EKcBuseO9qD2hHFX6XwRtjS4atoyFyxpr8sYrSQNrQS0NC9mHPLlVrjAFMZ%2BKeiKkysXEhcC%2FL&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=AVxigLLUp%2F9BZm9w1V1dA5Aq2dhJexvIODvrwrmVAjwnUPAZRaaOTMYbnudtE15yGltZ9U5RlKgbNSB3tWRTuCOjrpUrVKNALlT08WVQ8YcWtUR4EiULGn6p9wB67HQfxpAVr6d77Vd0CoHPkkcjPkTRppHFl%2FN9cCLuosUWYM%2BmfpoLOJwus7yt97quEajD8wbt9cjsWPSkhShGMASTzeTMKTE%2Btw%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=AVxigLLYSKJPp5W%2Fp2HLWcp%2FbAkBGEPblT9%2FVqyY3Liilx%2FYROvsOVuJKVaGYHyF8W40xBSIkfW0xULfm7X64sS%2Bn3SC%2F%2BBoXxHzGx6pNaZaNZPJ0d%2FCzL3VCRCLDsY0Hnv6WriFh2bO9vL%2BDtnqQfkw2q%2FPiHMqfBr4Cj%2FF8VeOtE%2FFWWIZeHJ8VLioP83uFs75Yd5sUBPwzwcwift5oXY417FLODr%2BWMQ%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=AVxigLK3%2BPOzWJbxM11xBiUOjTmmb8YPVUlmbJlmWycSnlaiOhVApALDKzTrLuXpucAo8XY%2F7hvCScWk%2BlMPBarBq2AaOdHx4OGn8L0RnhwZHQmOVhFs79ULZgU5vRBd6lkoL4Yt6mppp6UuzanWoF%2B7bmC21BKl%2BZ%2BjAXD4KRREgGln3ToSIllU4%2FRsOzTyHs4gH6c1kecRKMEJPBFxOXuwEXo%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=AVxigLLyVTv1F6iU8XiFtNCPqaIFuw9R2vErXvGsCCkBOpcmvI1OBSoXo7Qt4NgY5vUX3ISJF5WPoZ7MamhyPbOUuHuv1SoPSF9giX6D4lm73MKNPjsq9oZ4FGyot64Cyjp48p69OdIdnMeK8llfwgOFIsQGejWVSo5zvT9lk%2Bxe%2Bnl7%2Bxr1OPGUJ%2F6kJVfzHB1ritRqzn17l9uWyUM%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=AVxigLJK97g%2F6ieFh6xhf3%2BhgsGwMzeMUtTnDHo52Q2u8AuZU3EDbMszzv9ydiCHn5hw5hl8yi7yRpWFiKZn80e4vDK%2BahGdFFAL8npZl9piio8cwuT1z3huaWHiE0nEXDU4jlJh6liRb%2F6SiDtn71aHKy%2BBryax0EVIdADb1WY0D%2FGMxtxrC2i7VwVEZpNQ03SMxYPgNA%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=AVxigLLcudz9DvQ408xVlmWiz6gXyzqIZUpcuWAxb9bAXcERYEv1BXbvycz958lk19Ktm7HyrX36v6AFt9jZT7%2BXr5H7tzXkD6Pvpz0j7OknsFPKCiMGiRPjF%2BnakOOWUwDVBR3NL0F8BWPlP4lSErhEb6oWsjuPNuR79y6bEvpanKaa0GfIpD2KPK36WIZny3JouOQX&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=AVxigLI4l%2BQ7QKjJFjB2y4r43PvgFd%2FLolbgRHhIrVWLsVD%2Bx2v%2B7ql5bn%2FzA2bIuk%2B1Bi3vZ4NeRFKsKFAWFlllXqvQ0MOHxscMXwHGZqt0W9q95T76Qb3eOdyYxJ7C8DB6XdFxEceaxrKZ6DxoERZHHiVlGMPKiv%2BwtQ9TdaO%2FJVbeFTW1LllM%2FJenptYLpeVnSdzafcUF%2BBlNqg%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=AVxigLKPenUh5SaU%2FQ4mrGzpGjpAINTGQohzFcAivhPOjnaoT6mcpuO%2F2%2Bh3C5LuHLkKvR%2BUplqqNxp%2FgRexhQl1N9az1VmRRNzbh2YOg01eN2Hawl%2BXb3s3rq979P9z1RIz%2Bc2GgZW%2F1IiU0ga%2F6BjsqZM4BAcZVK2L8kPC8PkkCOEreJFcd4I0vjobPOoT1hDkQc%2FV9Zdq9KEPhJ8tq7tiBsnugN9MaTA%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=AVxigLIeYdCpqZZdox5UlS51SFYImHfjcRp32vf3CqiXrm2mCtQyq5FPiKoWB2FpoQKPJTnnS5VBA0KbipwMci%2BwIdy63hTbHJP5tFp0oU0aZHcJuj94nwfXmMfDGbjNxzENUxRkHoUuGcW01SKoiPoZDg70R1JF%2BsR9dukq02R4xbPLh2aHwsaFg%2BqwHHiFSpKXL8raNFjkD1I2IL23%2BdZrCrRyFbT9a%2Bv2Wwg%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=AVxigLJVruzfXEH3To%2B4KWagWtYhwW2bQUVhYurRBnFS7PzPMF6KMzVQuLNqZyqQ%2FfoTUfKZtT3TXbJmZUqUiIssFUsc5am8ElLRHLYr%2BOSmLxSA9E3UOyUhSpqjWT%2BRdHhyiGXoHsLIHuW4eCCyYRRfomouOff8xk64IQLhn1qblFPhE2sMY%2FI%2BB0vR27WaLYMUABIG8gC4qG3Y7Mg3EIFEbDMFFjdX37Y%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=AVxigLI4l%2BQ7QKjJFjB2y4r43PvgFd%2FLolbgRHhIrVWLsVD%2Bx2v%2B7ql5bn%2FzA2bIuk%2B1Bi3vZ4NeRFKsKFAWFlllXqvQ0MOHxscMXwHGZqt0W9q95T76Qb3eOdyYxJ7C8DB6XdFxEceaxrKZ6DxoERZHHiVlGMPKiv%2BwtQ9TdaO%2FJVbeFTW1LllM%2FJenptYLpeVnSdzafcUF%2BBlNqg%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=AVxigLKgXolXy5hJjMLSD%2FAW6LXQBqhC1jdah1khUI%2FAo69GTr9sLVUKD2lQI139nFFZAUtTvsDQevu2Mhbtg3lPQ77IEzAASYOfhbwGN%2FcMkGkcGQgLToORd%2BNMLCQLILQyW7f5C3ype2KosrWa4CbmkzTfAUtVKhV5aIR45eADZsuW8c8TAB9lLsAWQCHbRnjXB5RZIWtirFjn%2FSEsMWQ%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=AVxigLLdpzTOU4d%2Fj%2FxYS%2FGfGxOnki6BUfryt%2FZoMLDTd5cd9E1NQ5bHr0nJEZDEqII9PO%2BezkD1q%2FwsQEtxAvTt3IE%2FlJnwrx8E%2BRPBNVOAtCpaWs7UJc8Y3eT0RQWoVzd%2FKBllz9YMl6e3aEgR9r1CrbVFUjsjZzbGxonp8VL4X2UjNg%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=AVxigLKHv7MZDk%2B3bWnhxk2R4ecxY3RtEJQ6O8mGGnlVlWvFAR18NHPyLVmPX9VqvUMKtFa6pTCu1vvkSVnYCiB%2FSAyvOqJg24xtgPR%2BKxI7Oa06h6UAkJ%2BxgkLy25Pd8oMA%2BHN5y4cifUAS0hxachLT7O7Mc2Wx5k7QJDwc1%2BCvSrvEwsipWjJbyE8mkwFnlQ%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=AVxigLIkt5Bng7eXXK%2BZ7TXGlfELEFmSV7Zv7e9U0npk09bVrAIfujbRHSHzWn290PY0%2FsrAZY0r9sKUvBFd%2BV5D%2FzfdqOmnl63xIPSVenvF5z7y9V2TnBUyekBTzqFIGvK3Zeac9DjAUhWry8qJRxzgLTSp0cYgxhDEe%2FDnih9M&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=AVxigLKNCYhe5houO3fE2qHO22awxfo2%2F9EtOgJXSzMf412zBZepfrmw9MbsoUfSsXwIUWSVfVtC5HPZRyZCB%2FtxbDKmfg0BTGGNogm34HLEK55kSBLNxJP5PZtYkiL2WLN0KSu3ruO7PR0FFtzPSXG19A77r5ihtv3ZG%2B9ksHBS4XWcjs1e03cDyddz0Q%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=AVxigLIE5CZDoGETLDRsivTPGKUH1N1B6DkKa715C4yKXMvhRbK0sEOnH%2FQJ0ER6MXl4qoAyBrEd0JUm8Him1HPWWvucxTLhxDMUR%2Biorva%2BkKcooG5K89FPWuDWPRu3yme2VhNWROHgQwd1GrRhMf6K9sMeTyQGkkDuVQZxSFQ65VlsrOpguqFdnOGeRymLcarHXrEdjq9bbA%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=AVxigLIIX%2B8zE61p0IkGcTTuDejit5x4LmPP0bgAdLTGep461Ubi%2FdtTaJjqoGfydDOnCMmzYf3Km7O41OlFLkb0tx84eOFmitruR447VYI7AeJByDAqqoEECcqQcuU%2FwjG13TfYvRf9IzdYykN%2BNeepHJGtya07s5OMxdPKMfI3pXYMkgCsNR7fJCp97A%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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&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=AVxigLKo84Y13QNeWJqVe9KDKyV6556C5H5nMAlIBTStuuezPXbHM8bVyPvsQn7QMG1bJFui7NVwh%2B3EjTOhHVlVlndGUMkVGieJUnJ8OBT7Y97FaxlAvmDm3pkFEC2zyqnF%2BDioULm4Z2NxtYq%2FJBlBQClNxr38xO9LpBoHs3HtfrMtrA%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=AVxigLJc7AXG%2BeVKLqlk%2BltxE8dPWXZ7q5Z36h6mmVjatPICMampY8SQJfiFaT7SQ8%2B4R4darlOzHqbTTFX0Zhv%2BXTcgrBbt736T21FPGI7SIvpoUxEy%2Bw4j0CqMyu2eOtcKIlY0ZV5H8g4EEnUvHT41%2Bw3HGiAI%2FJbXKIKTshZVFd8E&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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MIPAC INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect Mipac to the historian, LIMS, ERP + AI agents your plant runs on. Read process, metallurgical accounting and alarm data across concentrators, refineries and smelters, without touching control or the safety layer.

[Get my Mipac 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) + ![Mipac](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/mipac-logo.png)

Live demo · Claude querying Mipac + ops via Rayven MCP

RS

What's the status of the Mipac → Historian + data fabric flow today?

C

**All flowing.** Plant tags + accounting, unified is live. No blockers flagged.

MipacHistorian + data fabric

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

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

Mipac runs the plant control and metallurgical accounting well, but recovery and grade data maps to LIMS and ERP by hand, alarms never become work orders, and there is no live path to the enterprise historian, business or AI.

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

- Enterprise historians (PI / OSIsoft) that need Mipac plant tags unified across concentrators, refineries and smelters
- LIMS and assay systems that should tie metallurgical accounting and grade results to the process conditions that produced them
- ERP that needs production, recovery and energy data posted against the right plant and cost centre
- CMMS and reliability tools that should turn Mipac alarms and limit breaches into work orders
- Data warehouses and AI models needing live tag, recovery and metallurgical-accounting data beyond Mipac's own reporting

 What Rayven reaches

### Historians, LIMS, ERP, maintenance + 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.

- Mipac + every historian, LIMS and ERP system
- OPC-UA, historians (PI), Modbus, batch (S88) + 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

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

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

Mipac → Historian + data fabric

#### Plant tags + accounting, unified

Rayven reads Mipac control tags, production data and historian data via OPC-UA and Modbus and streams them into your [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration) and a real-time Industrial AI Data Fabric - read-only, full resolution, control untouched.

U

Anything that needs my attention right now?

AI

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

MipacHistorian

Mipac → LIMS + assay

#### Grade tied to the process

Mipac metallurgical accounting and grade results flow to LIMS and assay systems so recovery maps to the process conditions behind it. Off-spec grade surfaces live rather than in a shift reconciliation.

U

Snapshot of activity in the last 24 hrs?

AI

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

MipacLIMS + assay

Mipac alarms → CMMS

#### Alarms become work orders

Alarms and process-limit breaches flow into [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations) as work orders with full context. Reliability acts on live condition data instead of a control screen.

U

Status check - is everything in sync?

AI

**All current.** Last sync 38 seconds ago, no backlog.

MipacCMMS

Mipac → ERP

#### Recovery + production to the ledger

Production, recovery and energy data post to [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) against the right plant and cost centre. Planning and finance work from live figures, not overnight files.

U

Booked revenue vs Mipac closed-won this month?

AI

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

MipacERPNetSuite

Mipac → AI models + dashboards

#### Minerals process AI, read-only

Every tag, alarm and metallurgical-accounting figure streams into the fabric where AI models flag recovery loss, energy waste and early faults - the same AI reach a large refinery gets, read-only, control untouched.

U

Forecast accuracy by segment last quarter?

AI

**87% mid-market**, 71% enterprise, 92% SMB. Variance attached.

MipacAI models + dashboardsSnowflake

BEYOND INTEGRATION

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

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

01

 

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

Mipac 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 Mipac and every other connected system. Your AI stops guessing - cites real Mipac records + numbers.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Workflows + AI agents act on Mipac 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 Mipac 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. Mipac stays Mipac. Rayven works on what you've already built. Specifically tuned for read-only Mipac metallurgical accounting and OPC-UA tag reads on minerals plants, with control untouched.

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/dcs-integration/mipac-integration#>

MIPAC INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

Mipac 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

Mipac to other SaaS

Yes

Best in class

Yes

DIY effort

Mipac to OT / SCADA / IoT

Yes

No

Custom build

Months of work

Mipac 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

Mipac metallurgical accounting + OPC-UA plant read

Built in

No OPC-UA or accounting read

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.

METALLURGICAL ACCOUNTING READ

#### Built for Mipac's minerals-plant model.

Rayven reads Mipac control tags, alarms, historian data and metallurgical accounting via OPC-UA, Modbus and API. Read-only sync gives concentrators, refineries and smelters the same historian, ERP and AI reach - control and safety are never touched.

5/5 · 140+ REVIEWS

#### We stay after go-live.

No handoff. No disappearing. Rayven is a **long-term partner** when your Mipac 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 Mipac data needs to live. Your residency, your rules, your local compliance environment.

FAQS

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

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

##### The 30-minute call covers

- Your Mipac + 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 Mipac integration?

Mipac integration connects Mipac's process-control and metallurgical-accounting systems to the rest of your operation - [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration), LIMS, ERP, [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations) and AI - so tags, alarms and metallurgical accounting are visible everywhere they matter. Rayven delivers it as part of an [AI data fabric](https://www.rayven.io/solutions/data-integration-platform), reading Mipac data only and never touching control or safety.

#### Does Rayven control Mipac systems or touch our safety functions?

No. Rayven reads Mipac process data, metallurgical accounting and historian through OPC-UA, Modbus and API only. It never writes into the control system, never controls the plant, and never touches the SIS or safety layer. The feed is one-way - out of the control network into your [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration), ERP and AI. See how [the Rayven Platform](https://www.rayven.io/platform) separates integration from control.

#### What systems can Rayven connect Mipac to?

Rayven connects Mipac to 1,228+ systems including your [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations), LIMS and AI agents, plus sibling control systems like [ABB 800xA](https://www.rayven.io/solutions/data-integration-platform/dcs-integration/abb-800xa-integration) and [Honeywell Experion PKS](https://www.rayven.io/solutions/data-integration-platform/dcs-integration/honeywell-honeywell-experion-pks-integration). Custom read-only connectors are part of done-for-you delivery.

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

Most Mipac integrations go live in 2-12 weeks. A single Mipac-to-historian or Mipac-to-ERP read flow runs in 2-3 weeks; a full process-data fabric with recovery and energy models runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/dcs-integration#delivery).

#### Mipac is a specialist minerals control vendor. Is it worth integrating with Rayven?

Yes. Minerals plants gain most from reaching the enterprise: full-resolution reads into a shared [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration), metallurgical accounting and grade context to LIMS, alarm-to-work-order routing into [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations) and the same AI and dashboard reach a large refinery gets - all read-only. Rayven complements Mipac, never replaces or controls it.

#### What are the technical specifics of Mipac integration with Rayven?

Rayven reads Mipac process-control systems through OPC-UA, OPC-HDA, Modbus and vendor APIs, plus Mipac's metallurgical-accounting and historian interfaces, using read-only accounts scoped to the control network. Control tags, production and batch data, grade and recovery figures, alarms and events are read at full resolution and mapped into your [historian](https://www.rayven.io/solutions/data-integration-platform/historian-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), [CMMS](https://www.rayven.io/solutions/data-integration-platform/cmms-integrations), LIMS and AI targets. Because Mipac deployments are bespoke per plant, tag and metallurgical-accounting schemas are normalised into one consistent estate view so concentrators, refineries and smelters read into the same fabric. Historian back-fills use batched historical queries with back-pressure so live acquisition is never disturbed. The control and safety layers are never written to and never touched; the integration is a one-way read out of the control network. Validated against Mipac control and metallurgical-accounting deployments across minerals-processing plants, coexisting with existing Mipac reporting.

GET STARTED

## Mipac + 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 Mipac integration plan →](https://www.rayven.io/free-assessment) [Talk to us](https://www.rayven.io/contact)

<https://www.rayven.io>

- Solutions 
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<https://www.rayven.io/solutions/data-integration-platform/dcs-integration/mipac-integration#body> 

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

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