---
title: Agentic AI - AI Agents That Act on Your Business | Rayven
description: AI agents that perceive real-time data, decide autonomously + act across your systems. Rayven delivers production-ready agentic AI in 2-12 weeks.
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=AVxigLLX6RPbA0PuyMkfmGQ0tdJSjnzBHXxL2MHGVL%2B9jRm1eEOOwW2EF65IigoF8NJuoMQ6TKiWoe5LNzyrP1H5w5ma7emb1ZLjDQbtvZDu%2FF6%2FxmOyZkoT2Pta81PixgiQudMveQ%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=AVxigLLX6RPbA0PuyMkfmGQ0tdJSjnzBHXxL2MHGVL%2B9jRm1eEOOwW2EF65IigoF8NJuoMQ6TKiWoe5LNzyrP1H5w5ma7emb1ZLjDQbtvZDu%2FF6%2FxmOyZkoT2Pta81PixgiQudMveQ%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=AVxigLKPGqHbmX4E3J2rSNaeLvPCdkdqv6QM1NW5XzMIwsM3ImRzkjVPz3%2BVUXZ50QpIasXM9gD8h6H5SQ66bmyFZlSWtC3sW6%2F2WKcqemsGqDI6w18G6RzJBF5GNCsxoavN9Ml9epkhfr%2BKBILvRl9oJxQxAu7GfohrHJqYM7gNztZNPmP9XfhuyonZL0MdPRcVwhNjDGduXeYrlCAARDelwQ%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=AVxigLKKrjt0C%2BSiipAPQ66OdVTmptEaBxze6bV%2F3Iggli0j%2F8kFR590ZYOFI%2BbCYOXYf%2FBk2pifKTIINLs0bwoqis2cs%2BjujoirptzwSL0A41QSkwJgcFNjzXio4FGY5%2BvV6Q%2B0xFCLHP2s1yeBdyFGoM0n7GdQyTKBBYpK1wWVFthEAzTVPvbUgUTRGiYycdbl4Q0X8%2FXehf1Ttw%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=AVxigLJLWB4QRVoASvxhbXb9dmuWKs0vWzRqNopgeHHX1W6ADamOz2Tr4Xrxb3SFAtAinQprSdid0n67Agtp2eOg%2F7jaPPfYPypH4kGTEPutVKZCejQ5DiDqpI88nns3fVnUvSz4Fr1r1vwf69RMg%2BCWzE%2FepIoHaSykbyR7593wu%2FHN0YZjBotc1uN17VpY7JU3DYN8CQSPoY%2B1ow%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=AVxigLIKsqhoTyFIlT2ickX63D5wY14gvyRjC6b%2FviDx6482uW7uNm2ZWHpPnDyu7RX1MX%2F8R0rdWT%2BBK7MoZv8g8ynlp9qklc3ANpAj%2F5uhUjcqwRUUOtPTjyl4yyfr2PTyeOFQ8mGYjqQBfTq5c1Ex5Ru2grW6xfGsNPq7C%2FSTQNombSZWvPx6%2BHjthpVG0vqYd8OcxDBMmF0nfgB3Hs7inWY%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=AVxigLIyW4uHBkpRM3B70Na8DfM%2FI4782ys85hwYmUgn%2BREpXe4wMB%2Ffj1rYdHHBC9x6TXWXpxvAbw59IHV0Kf62nq8iQrr26o7RUuMNbNEzaik2KjhPAfoF2%2FS6d2%2BNqSt6Z32TCFL0RKYAJOZ%2BL6hrTcWxdWchzdMxCpqABgXPmtsVIT3f38rSAonzWeswuq1%2B0aR5Wv6NfRphABRTOIw%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=AVxigLL2ppUg5T%2Bbd7Z8HXkcDemD%2BN28glPJdnk5uQ7nOGXiieeiENjs%2Fs5OyHF5oDzrBPeFzQr9mfgO2l5YNJX0D4%2FCKb02kw1bwG%2BGa1NXTJwhQI64l7TWKM7yn%2F2WSeZhnmHle7Q5RodIB%2B9o%2FldZhpE%2BuO%2F6wGKZ%2FkTwftxY%2FttYb82z19DNLGTziLuGHIYKVv8EIst2dQwRbZuewLmcCFohwA%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=AVxigLKQju5X%2FpeDdKbcPAQPjWBtkDIlLvlIkZqjS%2FIn%2Bu8coUPRjWynUP5zRSVPQjyJu6AOEZOjQ%2FD0h%2FXq44LXdm2ckf2u9yY1yrmO%2FhkXnlcEu6ZdXD0LZOJIKrmqU55PAxoIBO23Hqxkfq6ayl1Pjw8%2FaolaeerXEaKpl78qxy7eZYs8tSsm%2BmLiBar%2BSHuLB9EJP8U5RM7OwihPMsFT2f5p8m0%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=AVxigLLZHnVxqAR8SwMNenpp7XtVkVmmuhS7IniBKFmQK42R8VHLmxmVrGscXkG%2F4m3X9tK7gD%2B81yqrLczuY7ZjhEs6PcuFsGCc%2FHq8j0VikMcjWYJ7uHzka%2FMwAG5%2FJyoGok68dtdLnfXHs9K%2BIS3XDAoG6Qn9wFsBjclpMcPfAhvx0sOjZ8QAHXJMEa8rDK3LyZy%2FTriJ3NVlnSM%2Fb5umK%2Bs%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=AVxigLKNo0%2FqAhkNNOC%2BiX9v9yk290sD5J18akKFCyVw9xOHTDbr5pbkWtkNe8JrUrsmFx79i3oyFXe8jK84T8hJ0pyELLwwkfy6K1j0l%2BbIaq7UvXEPa5BMjb0P9PlihHtdTkFoce5FUICswURWwU%2BzL58WphpKSQyhsUfqE9a96%2F5jS2Hk5OYPZes2wOR%2B22rdTY18cePtI0OOmgbia9mH8g%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=AVxigLLJKh7V5B%2FKre93nhNIwDQ7YHkCJ8tF5FJ3Bf9P5WNvzQVafkC%2FWZSLsAKY%2BnBvYUUvMkwhSPGdp%2Bt4kjVFsrcpgaOZUvaSyHAMqdqkZh7A2ioSzl%2FQg30i%2By3hB0xHMEGT6KsTAxL6xbDSHYsTJsWMs8Lyf5wtYH7lN3rpob2cRQbdx4sW02IWoxgcaF3XA5OzhJad8V%2BUg3S2J0xlUTeNVsKlpVIQIZATqpFzQHqvAw%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=AVxigLLxr55jhQ%2FUaUPRY9adj%2BxaKzFwbtCyMfJlmRSiFt30gQtp5d2T5D8X0%2FxUlwUMEY26zld83uzUxOvneLPteyC6z%2FDbYWPTdZb4hU1PVuPL3fpaFPphYMZWSBhshrViRG2TfE3uFuNYJVZ8OCElltZ7MECqCvj1PKNKk6qlPb%2FlwbOWUjXqQwLtCAwJlspQWTt0A9vuOwhSB7pvQTLjyqs%2B&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=AVxigLLE6ur7Pi4itERlktjNV65F7BMTo2QbruO53ewIiw0VAItGnYb%2FPOVHlO5QzckmBPZfXRn2h0DuAuQVO%2B9cvZHfyh2WmzSQeU1Lxid59wnMZOyvhhTbPJKjHqBB8oi0kPv2m2NF2GjdGD%2FdJiYJ6eglJUA3lzHez6bQA4Pjp9A%2BSkCfhrKejalPeEYYNLnZCf7eao%2BWQEvthSRsr2fstitO8g%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=AVxigLJg%2F0xwtNkYmgUrbICsLTdrcmlAb4eQQE8ZTKFUaIl298YFxP477gdpqnduKcbpP%2F%2FNpRikb9s63fIAN%2Bj384y%2BYGkRuk6%2BdqMU4Pq24DLRFbRSuKPFumG1AULBDo5nq0DoTNBOqyAtUkwjpleYBQ1Vj02VpXIfzd0X%2Fg%2BYIytneXt6N2AyUcnamnPkWZ0ilAC2rXBRL3Av%2BdH7J12sqGMxv%2BsE1Tw%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=AVxigLJt9cPRfVhxR5bx6YDwjszq3TVRqSv9xyL%2FH96nkYbvcJAdgpaXFaZDEO%2BK6RAcoFp5FkYNP7nhqgnP4csQKeaWuldhhAPabxtOLeIITQCa8ZToJ4BLqwEGeSk8TSQrWCHwlcWQvzgo%2Bzlfa0A1pa2FWWRlfxbwrTHbaSnxmlUi03n%2BeCEzD3VQqQBEPzsmXf0yVELLHEHjXey4GHwzDLg%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=AVxigLK9ZIs31x6DbKaSe4wIXzKWGkJBylVk7mlgvedTyR%2BCxBVjr%2BJ5wHG19xWcfmy9lfVaBPn5xsCETM7AxThbpsI0ICBEOIcXuIKISWRNHuN%2BaW2NNsL5xWfpRx%2FE6Xoj%2BgTHqvZohq91rz6GSNdMvja4ZyK30%2FX5ldg7vbK6mW8YL1c0qK%2BqgkGnfN5urTPx6HQvzEpKLwTNTGE%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=AVxigLJHIEHLRPu517aUEmmG0DLi%2FOJ7ERluZmwIN0ntot2nv61IGzm7x2DJAtPLJ0sP95%2FtzyU7%2FgguHKevZo3P4OUpUpy8f4YnA5VjK1m66CG37GajzEu0MG3Ldd%2Bv5G2VcxjQbdt%2F2gVuq6ihOlQQwFD3P6e3Oy282rpWCGfpIuPbR7FPbbngTd5Omy6K9o3eJXhvTw%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=AVxigLJLivExJ2owU7w9Kf5OEUAgCY2tVVNhVt0aopMAnlgdbjKcwJ9WFhSGbry7X5sBl8vsahWCa%2BSlgo2D3oQ5iazFwp84UOyN8t%2BJQHTaQtmjp%2BM8XORiwVUEWko9kOZX1ctfZsqpggMJ3aoEbCTdJgscuhAuPSP7OdCL%2Fm9opfMOb5qrZcm7QZo44R684IxfZo0W&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=AVxigLLOMRVQo25UDuZlDHiTr8UhvZqrFvLS1PP2lnT1P4mmxgLdQz7fUdmd2Tigc3UTt9SLM85N8FqQSSp7q5bdkmf2fvOqCQf0w0uydJwVXBQcD3Vc7e4v2EKXDeAud%2FCCPqTlMS2vx4OTNWNbPPzw3iqhNWdu1%2FigLNabxPev3eB4WqAzLq9X3NURmqMMn8YWRSxO%2FX5pp6uEVw%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=AVxigLI00KQNxTf%2F9%2FlodQT9qztTna7aZnD8YP9pEcmUIrRjMpUiV%2BlsmMziZxdKLG80YxpGDymc8ke47G0jtATY2jjmPixXaLB5SLak%2Fe42veIwnCu7Lw1R56i%2Bo5pfylB3ay2sL6IPYcKjhGptI%2Bz%2BzS68tmoXC9nt8gjbBiQ7VbX8eW82k4rTDXpKHQTni%2BDOCsUypcweqbuxoKj1vcGvaCYQ0dRgrZ8%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=AVxigLJiVuD%2Bpt6JgUkvatXGm6euVuQpspCo19gPdtG01QhkVqRGgF7PTJe%2FHGEpb4UF1wnSXRIKjZlurIINkiGC9HFNzmaaAgpCxPfjfusXb6%2BA62OuE58uBZ2zBEc5d3CqkjKTakQ1k8y5yokC0qrFzv8BRxgVe1nvZDzEmrDDwieyzKwSLIkEQ%2BGytSBZUFF58JRszmH1o1Wy7S1jqLuHfNWdJc1HySsD1Do%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=AVxigLIEdJ%2FyChJieShnLkOtnAH4aQW1520Nfy7h4zrG80zuyfEAUFvc5ysOMU%2BWXS8adjrvoZY5OhnHG3RDOmoAL6AaCYANmUm7VVM8o1zjrBgB0GlWNL9X6uxPwlIe6yYKRtlCCRCXwBSwQJJO0393ip1CoRrU6HXYbCYufJ7K1wTfwTXxsMSdW1Jo5%2B2MbKOJEC1%2BrSMe%2B5fjjgnkRBAE5C0G37MRzuk%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=AVxigLLOMRVQo25UDuZlDHiTr8UhvZqrFvLS1PP2lnT1P4mmxgLdQz7fUdmd2Tigc3UTt9SLM85N8FqQSSp7q5bdkmf2fvOqCQf0w0uydJwVXBQcD3Vc7e4v2EKXDeAud%2FCCPqTlMS2vx4OTNWNbPPzw3iqhNWdu1%2FigLNabxPev3eB4WqAzLq9X3NURmqMMn8YWRSxO%2FX5pp6uEVw%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=AVxigLKiziTJgk3loDFqXXQtJgh2S%2F7s6kBZAkDJn8hDJCZZqAv7iRS2WUvBsPjTUAF556mVTjVkJ8P40OY98R9TAzL%2FynyrCoFL07YNHMtBW7ckBjwiVtttHMWS403c%2FbfgXDRUfKmPNhiX%2FHOhNxfixUZdlUv7VTgGehDhSc494va%2B8FfnJyS0ew65pM7rHaFrGhDHtTTaHIFgWFXTUJ0%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=AVxigLK6FMxXp3rp3ZaNnkeWH4DTwmvCO3q9RpLQOBYCQkSU%2Fai8KUF4Q5PimTI6ht%2BYwPSFoSxmL%2FwZ5iBBglZruZq4AHQN%2FBxYDWNNZw8jTpJo8G7XhhcI5LWRh%2FxdjTCKsSDBg9elqQQPPWIp%2FYm5C8kyqeCEJqrgylZh4eAV6Op4TQ%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=AVxigLKNYxSo%2FUGrWH8ziS0%2FYKhrkYea1RgCPDhoPx%2Bc2RlojmmJodeBBYdvTPza9HsjVE7zNSgk4XVfgWiLWfOSokV9mRyJe7ZPnD%2F5g9%2Bo75ySUiuUV7Ml4EiOpsdPgoTtER6iVf2QkAVkcB2o%2BMl%2BU%2FH6Jqvt1zRvkcZDcNT5MXYwVxQj4d8%2BmRkoFEMHzQ%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=AVxigLI%2FO4%2FGpJYspk%2BlL6T13thgMcrUhOLZYRy7EPkGWNA7GfySPiZb%2FXbAVjUJ0sq40H%2BZ5tp%2FEcby6aY2tU6JiNUfcoVjpwn1qGEc%2Fg2jTYSBY93WHWi6ELsQcwGZWTnrxHfsrBSiPjm%2F3Ib%2F52V6RV6KUUkI%2Bb41nq2FZVNt&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=AVxigLIgwpBf517kFu58Vl2bQTOpt0pO87AXlfa4ooMYKk0xqJBtA49LedI3r1M4Vh8Xen5ZSzVqcenRZ%2BwMJFChgk47N6hauxGMdW8DhNti%2BurU0bZ3ejPCGvn4UsYy%2F4E1EYuxjF6voMMouDJxm7KE4wIfnfkf1aqgC6BlneabXmnILDMDgGU55NetBw%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=AVxigLIdUp7mrA5pnQu9YYogERciXF9rouzLoL8ULxBFhwqcZ8DEtAKNbMoWVBVj16rPVrRc90KRcnO8A6GO3IaaejDz9HsMKtvyZmYBWjGlU1ppdpxgPqCImdfClYfAm73ZXp%2Bg3OVLKBrcLPkZlP%2BTIzn9FpqWG9%2FQxc%2BXjIFb1m17eYbThyXk3oKxMOnEUNx%2BUwePqIT8BA%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=AVxigLKorke5eFeOJvOzUO1eWfkb%2FW3zlLdHnMBy4FnhnfH1NyBWsubN6UBKTQNej7V%2FClzcGkef7XDH54EGdOAz8bTb0qWqBeiNLAV0I7zB3Fl4Zi5ZQh9hVJPaDJCuAY%2FT%2FAR3yU5R8C74NqzvfDXo9Svy5Fdft%2FkQNeRV3Ed58KKSXyL72ZWRf6u4vA%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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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)

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

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

Our Company

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

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

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

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

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[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIOZoFn29V6jPS37nbSyCH4fNnsYIl8L7ic6KMEJsZAX2bJCOG3g%2Bes%2FCHH3nZZX6pinTv6z2hSjyKKSBBbyLXngrfQz9Bj8wj57keYT94eNjj90ysrePb7Lky%2FI5eJgeqk0eLxdkmjfaOZa%2BFhmIodoYi%2F4zKNq6tNZUn26FN5rBHRWoiDBTJ9uBM4cwTPpw%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=AVxigLLX6RPbA0PuyMkfmGQ0tdJSjnzBHXxL2MHGVL%2B9jRm1eEOOwW2EF65IigoF8NJuoMQ6TKiWoe5LNzyrP1H5w5ma7emb1ZLjDQbtvZDu%2FF6%2FxmOyZkoT2Pta81PixgiQudMveQ%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=AVxigLLX6RPbA0PuyMkfmGQ0tdJSjnzBHXxL2MHGVL%2B9jRm1eEOOwW2EF65IigoF8NJuoMQ6TKiWoe5LNzyrP1H5w5ma7emb1ZLjDQbtvZDu%2FF6%2FxmOyZkoT2Pta81PixgiQudMveQ%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=AVxigLKPGqHbmX4E3J2rSNaeLvPCdkdqv6QM1NW5XzMIwsM3ImRzkjVPz3%2BVUXZ50QpIasXM9gD8h6H5SQ66bmyFZlSWtC3sW6%2F2WKcqemsGqDI6w18G6RzJBF5GNCsxoavN9Ml9epkhfr%2BKBILvRl9oJxQxAu7GfohrHJqYM7gNztZNPmP9XfhuyonZL0MdPRcVwhNjDGduXeYrlCAARDelwQ%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=AVxigLKKrjt0C%2BSiipAPQ66OdVTmptEaBxze6bV%2F3Iggli0j%2F8kFR590ZYOFI%2BbCYOXYf%2FBk2pifKTIINLs0bwoqis2cs%2BjujoirptzwSL0A41QSkwJgcFNjzXio4FGY5%2BvV6Q%2B0xFCLHP2s1yeBdyFGoM0n7GdQyTKBBYpK1wWVFthEAzTVPvbUgUTRGiYycdbl4Q0X8%2FXehf1Ttw%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=AVxigLJLWB4QRVoASvxhbXb9dmuWKs0vWzRqNopgeHHX1W6ADamOz2Tr4Xrxb3SFAtAinQprSdid0n67Agtp2eOg%2F7jaPPfYPypH4kGTEPutVKZCejQ5DiDqpI88nns3fVnUvSz4Fr1r1vwf69RMg%2BCWzE%2FepIoHaSykbyR7593wu%2FHN0YZjBotc1uN17VpY7JU3DYN8CQSPoY%2B1ow%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=AVxigLIKsqhoTyFIlT2ickX63D5wY14gvyRjC6b%2FviDx6482uW7uNm2ZWHpPnDyu7RX1MX%2F8R0rdWT%2BBK7MoZv8g8ynlp9qklc3ANpAj%2F5uhUjcqwRUUOtPTjyl4yyfr2PTyeOFQ8mGYjqQBfTq5c1Ex5Ru2grW6xfGsNPq7C%2FSTQNombSZWvPx6%2BHjthpVG0vqYd8OcxDBMmF0nfgB3Hs7inWY%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=AVxigLIyW4uHBkpRM3B70Na8DfM%2FI4782ys85hwYmUgn%2BREpXe4wMB%2Ffj1rYdHHBC9x6TXWXpxvAbw59IHV0Kf62nq8iQrr26o7RUuMNbNEzaik2KjhPAfoF2%2FS6d2%2BNqSt6Z32TCFL0RKYAJOZ%2BL6hrTcWxdWchzdMxCpqABgXPmtsVIT3f38rSAonzWeswuq1%2B0aR5Wv6NfRphABRTOIw%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=AVxigLL2ppUg5T%2Bbd7Z8HXkcDemD%2BN28glPJdnk5uQ7nOGXiieeiENjs%2Fs5OyHF5oDzrBPeFzQr9mfgO2l5YNJX0D4%2FCKb02kw1bwG%2BGa1NXTJwhQI64l7TWKM7yn%2F2WSeZhnmHle7Q5RodIB%2B9o%2FldZhpE%2BuO%2F6wGKZ%2FkTwftxY%2FttYb82z19DNLGTziLuGHIYKVv8EIst2dQwRbZuewLmcCFohwA%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=AVxigLKQju5X%2FpeDdKbcPAQPjWBtkDIlLvlIkZqjS%2FIn%2Bu8coUPRjWynUP5zRSVPQjyJu6AOEZOjQ%2FD0h%2FXq44LXdm2ckf2u9yY1yrmO%2FhkXnlcEu6ZdXD0LZOJIKrmqU55PAxoIBO23Hqxkfq6ayl1Pjw8%2FaolaeerXEaKpl78qxy7eZYs8tSsm%2BmLiBar%2BSHuLB9EJP8U5RM7OwihPMsFT2f5p8m0%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=AVxigLLZHnVxqAR8SwMNenpp7XtVkVmmuhS7IniBKFmQK42R8VHLmxmVrGscXkG%2F4m3X9tK7gD%2B81yqrLczuY7ZjhEs6PcuFsGCc%2FHq8j0VikMcjWYJ7uHzka%2FMwAG5%2FJyoGok68dtdLnfXHs9K%2BIS3XDAoG6Qn9wFsBjclpMcPfAhvx0sOjZ8QAHXJMEa8rDK3LyZy%2FTriJ3NVlnSM%2Fb5umK%2Bs%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=AVxigLKNo0%2FqAhkNNOC%2BiX9v9yk290sD5J18akKFCyVw9xOHTDbr5pbkWtkNe8JrUrsmFx79i3oyFXe8jK84T8hJ0pyELLwwkfy6K1j0l%2BbIaq7UvXEPa5BMjb0P9PlihHtdTkFoce5FUICswURWwU%2BzL58WphpKSQyhsUfqE9a96%2F5jS2Hk5OYPZes2wOR%2B22rdTY18cePtI0OOmgbia9mH8g%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=AVxigLLJKh7V5B%2FKre93nhNIwDQ7YHkCJ8tF5FJ3Bf9P5WNvzQVafkC%2FWZSLsAKY%2BnBvYUUvMkwhSPGdp%2Bt4kjVFsrcpgaOZUvaSyHAMqdqkZh7A2ioSzl%2FQg30i%2By3hB0xHMEGT6KsTAxL6xbDSHYsTJsWMs8Lyf5wtYH7lN3rpob2cRQbdx4sW02IWoxgcaF3XA5OzhJad8V%2BUg3S2J0xlUTeNVsKlpVIQIZATqpFzQHqvAw%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=AVxigLLxr55jhQ%2FUaUPRY9adj%2BxaKzFwbtCyMfJlmRSiFt30gQtp5d2T5D8X0%2FxUlwUMEY26zld83uzUxOvneLPteyC6z%2FDbYWPTdZb4hU1PVuPL3fpaFPphYMZWSBhshrViRG2TfE3uFuNYJVZ8OCElltZ7MECqCvj1PKNKk6qlPb%2FlwbOWUjXqQwLtCAwJlspQWTt0A9vuOwhSB7pvQTLjyqs%2B&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=AVxigLLE6ur7Pi4itERlktjNV65F7BMTo2QbruO53ewIiw0VAItGnYb%2FPOVHlO5QzckmBPZfXRn2h0DuAuQVO%2B9cvZHfyh2WmzSQeU1Lxid59wnMZOyvhhTbPJKjHqBB8oi0kPv2m2NF2GjdGD%2FdJiYJ6eglJUA3lzHez6bQA4Pjp9A%2BSkCfhrKejalPeEYYNLnZCf7eao%2BWQEvthSRsr2fstitO8g%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=AVxigLJg%2F0xwtNkYmgUrbICsLTdrcmlAb4eQQE8ZTKFUaIl298YFxP477gdpqnduKcbpP%2F%2FNpRikb9s63fIAN%2Bj384y%2BYGkRuk6%2BdqMU4Pq24DLRFbRSuKPFumG1AULBDo5nq0DoTNBOqyAtUkwjpleYBQ1Vj02VpXIfzd0X%2Fg%2BYIytneXt6N2AyUcnamnPkWZ0ilAC2rXBRL3Av%2BdH7J12sqGMxv%2BsE1Tw%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=AVxigLJt9cPRfVhxR5bx6YDwjszq3TVRqSv9xyL%2FH96nkYbvcJAdgpaXFaZDEO%2BK6RAcoFp5FkYNP7nhqgnP4csQKeaWuldhhAPabxtOLeIITQCa8ZToJ4BLqwEGeSk8TSQrWCHwlcWQvzgo%2Bzlfa0A1pa2FWWRlfxbwrTHbaSnxmlUi03n%2BeCEzD3VQqQBEPzsmXf0yVELLHEHjXey4GHwzDLg%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=AVxigLK9ZIs31x6DbKaSe4wIXzKWGkJBylVk7mlgvedTyR%2BCxBVjr%2BJ5wHG19xWcfmy9lfVaBPn5xsCETM7AxThbpsI0ICBEOIcXuIKISWRNHuN%2BaW2NNsL5xWfpRx%2FE6Xoj%2BgTHqvZohq91rz6GSNdMvja4ZyK30%2FX5ldg7vbK6mW8YL1c0qK%2BqgkGnfN5urTPx6HQvzEpKLwTNTGE%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=AVxigLJHIEHLRPu517aUEmmG0DLi%2FOJ7ERluZmwIN0ntot2nv61IGzm7x2DJAtPLJ0sP95%2FtzyU7%2FgguHKevZo3P4OUpUpy8f4YnA5VjK1m66CG37GajzEu0MG3Ldd%2Bv5G2VcxjQbdt%2F2gVuq6ihOlQQwFD3P6e3Oy282rpWCGfpIuPbR7FPbbngTd5Omy6K9o3eJXhvTw%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=AVxigLJLivExJ2owU7w9Kf5OEUAgCY2tVVNhVt0aopMAnlgdbjKcwJ9WFhSGbry7X5sBl8vsahWCa%2BSlgo2D3oQ5iazFwp84UOyN8t%2BJQHTaQtmjp%2BM8XORiwVUEWko9kOZX1ctfZsqpggMJ3aoEbCTdJgscuhAuPSP7OdCL%2Fm9opfMOb5qrZcm7QZo44R684IxfZo0W&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=AVxigLLOMRVQo25UDuZlDHiTr8UhvZqrFvLS1PP2lnT1P4mmxgLdQz7fUdmd2Tigc3UTt9SLM85N8FqQSSp7q5bdkmf2fvOqCQf0w0uydJwVXBQcD3Vc7e4v2EKXDeAud%2FCCPqTlMS2vx4OTNWNbPPzw3iqhNWdu1%2FigLNabxPev3eB4WqAzLq9X3NURmqMMn8YWRSxO%2FX5pp6uEVw%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=AVxigLI00KQNxTf%2F9%2FlodQT9qztTna7aZnD8YP9pEcmUIrRjMpUiV%2BlsmMziZxdKLG80YxpGDymc8ke47G0jtATY2jjmPixXaLB5SLak%2Fe42veIwnCu7Lw1R56i%2Bo5pfylB3ay2sL6IPYcKjhGptI%2Bz%2BzS68tmoXC9nt8gjbBiQ7VbX8eW82k4rTDXpKHQTni%2BDOCsUypcweqbuxoKj1vcGvaCYQ0dRgrZ8%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=AVxigLJiVuD%2Bpt6JgUkvatXGm6euVuQpspCo19gPdtG01QhkVqRGgF7PTJe%2FHGEpb4UF1wnSXRIKjZlurIINkiGC9HFNzmaaAgpCxPfjfusXb6%2BA62OuE58uBZ2zBEc5d3CqkjKTakQ1k8y5yokC0qrFzv8BRxgVe1nvZDzEmrDDwieyzKwSLIkEQ%2BGytSBZUFF58JRszmH1o1Wy7S1jqLuHfNWdJc1HySsD1Do%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=AVxigLIEdJ%2FyChJieShnLkOtnAH4aQW1520Nfy7h4zrG80zuyfEAUFvc5ysOMU%2BWXS8adjrvoZY5OhnHG3RDOmoAL6AaCYANmUm7VVM8o1zjrBgB0GlWNL9X6uxPwlIe6yYKRtlCCRCXwBSwQJJO0393ip1CoRrU6HXYbCYufJ7K1wTfwTXxsMSdW1Jo5%2B2MbKOJEC1%2BrSMe%2B5fjjgnkRBAE5C0G37MRzuk%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=AVxigLLOMRVQo25UDuZlDHiTr8UhvZqrFvLS1PP2lnT1P4mmxgLdQz7fUdmd2Tigc3UTt9SLM85N8FqQSSp7q5bdkmf2fvOqCQf0w0uydJwVXBQcD3Vc7e4v2EKXDeAud%2FCCPqTlMS2vx4OTNWNbPPzw3iqhNWdu1%2FigLNabxPev3eB4WqAzLq9X3NURmqMMn8YWRSxO%2FX5pp6uEVw%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=AVxigLKiziTJgk3loDFqXXQtJgh2S%2F7s6kBZAkDJn8hDJCZZqAv7iRS2WUvBsPjTUAF556mVTjVkJ8P40OY98R9TAzL%2FynyrCoFL07YNHMtBW7ckBjwiVtttHMWS403c%2FbfgXDRUfKmPNhiX%2FHOhNxfixUZdlUv7VTgGehDhSc494va%2B8FfnJyS0ew65pM7rHaFrGhDHtTTaHIFgWFXTUJ0%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=AVxigLK6FMxXp3rp3ZaNnkeWH4DTwmvCO3q9RpLQOBYCQkSU%2Fai8KUF4Q5PimTI6ht%2BYwPSFoSxmL%2FwZ5iBBglZruZq4AHQN%2FBxYDWNNZw8jTpJo8G7XhhcI5LWRh%2FxdjTCKsSDBg9elqQQPPWIp%2FYm5C8kyqeCEJqrgylZh4eAV6Op4TQ%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=AVxigLKNYxSo%2FUGrWH8ziS0%2FYKhrkYea1RgCPDhoPx%2Bc2RlojmmJodeBBYdvTPza9HsjVE7zNSgk4XVfgWiLWfOSokV9mRyJe7ZPnD%2F5g9%2Bo75ySUiuUV7Ml4EiOpsdPgoTtER6iVf2QkAVkcB2o%2BMl%2BU%2FH6Jqvt1zRvkcZDcNT5MXYwVxQj4d8%2BmRkoFEMHzQ%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=AVxigLI%2FO4%2FGpJYspk%2BlL6T13thgMcrUhOLZYRy7EPkGWNA7GfySPiZb%2FXbAVjUJ0sq40H%2BZ5tp%2FEcby6aY2tU6JiNUfcoVjpwn1qGEc%2Fg2jTYSBY93WHWi6ELsQcwGZWTnrxHfsrBSiPjm%2F3Ib%2F52V6RV6KUUkI%2Bb41nq2FZVNt&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=AVxigLIgwpBf517kFu58Vl2bQTOpt0pO87AXlfa4ooMYKk0xqJBtA49LedI3r1M4Vh8Xen5ZSzVqcenRZ%2BwMJFChgk47N6hauxGMdW8DhNti%2BurU0bZ3ejPCGvn4UsYy%2F4E1EYuxjF6voMMouDJxm7KE4wIfnfkf1aqgC6BlneabXmnILDMDgGU55NetBw%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=AVxigLIdUp7mrA5pnQu9YYogERciXF9rouzLoL8ULxBFhwqcZ8DEtAKNbMoWVBVj16rPVrRc90KRcnO8A6GO3IaaejDz9HsMKtvyZmYBWjGlU1ppdpxgPqCImdfClYfAm73ZXp%2Bg3OVLKBrcLPkZlP%2BTIzn9FpqWG9%2FQxc%2BXjIFb1m17eYbThyXk3oKxMOnEUNx%2BUwePqIT8BA%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=AVxigLKorke5eFeOJvOzUO1eWfkb%2FW3zlLdHnMBy4FnhnfH1NyBWsubN6UBKTQNej7V%2FClzcGkef7XDH54EGdOAz8bTb0qWqBeiNLAV0I7zB3Fl4Zi5ZQh9hVJPaDJCuAY%2FT%2FAR3yU5R8C74NqzvfDXo9Svy5Fdft%2FkQNeRV3Ed58KKSXyL72ZWRf6u4vA%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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&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=AVxigLIykyUSBlr9eLISf8hJYAiKJTHc65IqFjOAxuR%2F4bt8qvM5XhNNca1FVddQVFKv1p%2F0Jq9UPnISzmUsq25GuibIpS13UNK2JY0AESyIZD8Uxd75HoDjlVPS6zke4ixUeMUcnXvbRs2ZRtRkLKMNZggXQIejvHgdcfi5cr6L5aUqPw%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=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJh2apZIVu0k7rPuXPAg1LDpjDbnkpBh%2BYj5zGEaHxVrL6qx6BCJPhh%2FDOkxt2FxEAyV9rSgTmRuYRdINh%2F6XqodmPdkhkUYw6le28nIbBk8qQOwflWHlYJAsoMtF8sbRfYOS0Urhvm9Sbxbn4kqyaAQwmEci3HI8tMrhxaQiy6&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIOZoFn29V6jPS37nbSyCH4fNnsYIl8L7ic6KMEJsZAX2bJCOG3g%2Bes%2FCHH3nZZX6pinTv6z2hSjyKKSBBbyLXngrfQz9Bj8wj57keYT94eNjj90ysrePb7Lky%2FI5eJgeqk0eLxdkmjfaOZa%2BFhmIodoYi%2F4zKNq6tNZUn26FN5rBHRWoiDBTJ9uBM4cwTPpw%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

  AGENTIC AI  ·  240+ DEPLOYMENTS LIVE

# AI agents that act on your business - not just answer questions about it.

AI fails when agents can’t see real data or act on real systems. **The [Rayven Platform](https://www.rayven.io/platform) **+** team build production AI agents over the top of every system you already run** - so they see everything + can act anywhere.

[ Agent readiness plan → ](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment) [ Score readiness (4 mins)→ ](https://www.rayven.io/pulse)

★★★★★ **140+ **reviews

**Australia-based deploy anywhere**

**2-12 wks to launch**

AGENT Production Operations

  LIVE

14:23:08 SENSE 3 systems · live

OT / SCADA Pump P-103 belt wear **87%** > 80%

SAP ERP Spare part stock **= 0**

CMMS No open maintenance ticket

14:23:09 DECIDE native AI reasoning

- Belt wear above maintenance trigger
- No spare available - order required
- Schedule swap in next downtime slot

14:23:10 ACT 3 systems written

✓ **PO #4521** raised in SAP

✓ **Ticket #2891** created in CMMS

✓ Shift lead notified via **Teams**

Powered by Rayven AI Data Fabric + MCP real-time · bidirectional

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)

95%

THE REAL AI AGENT PROBLEM

**of AI projects never reach production.**

Not because the agents are bad, not because the model isn’t smart enough, but because the data feeding the agent is fragmented and the systems the agent needs to act on are siloed - no one built the foundation first.

Source: RAND Corporation, AI project failure analysis (2024)

### It’s not the agent that’s failing - it’s the foundation agents need.

Real AI agents need unified data, real-system access, the ability to write back, governance + a team to build and maintain them. Most businesses don’t have any of that; they have data scattered across a dozen systems, AI agents that can only see one tool + no way for those agents to take real action when and where it matters.  
The agent isn’t the problem - the platform under it is missing.

### Same AI agent, completely different outcomes with Rayven.

  Without Rayven's AI Data Fabric + MCP

- ✗Security + governance bolted on per-system - no unified policy, no audit trail across agent actions
- ✗Agents see one tool only - blind to the rest of your business
- ✗Agents can’t write back to legacy systems or operational equipment
- ✗Months of data engineering required before every new agent use case
- ✗Agent actions stay inside the model - nothing reaches the systems that execute

  With Rayven’s AI Data Fabric + MCP

- ✓**Secure + governed by default** - encryption, RBAC, audit logging applied across every layer + every agent action
- ✓**Every source connected in real-time** - IT, OT, IoT, files, APIs + data streams. Agents see everything
- ✓**Agents act on live operational data** from day one - and write decisions back to every connected system
- ✓**New agent use case ready in weeks** - same foundation, no rebuild
- ✓**One unified data layer** - consistent, governed, a single source of truth across every agent

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

TWO WAYS RAYVEN AGENTS RUN

## Agents that act on their own. Agents your team can talk to.

Same foundation. Two shapes. Rayven builds both - on the same [AI Data Fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric), with the same [MCP server](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp) giving them live, governed access to every system you run.

AUTONOMOUS runs in the background

### Sense, decide + act - without anyone watching.

The agent reads live operational data, decides within governance rules you set, and writes decisions back into every connected system. No human in the loop required.

AGENT Production Operations  LIVE

SENSE 14:23:08

OT Pump P-103 wear **87%**

SAP Spare stock **= 0**

DECIDE

Trigger crossed - order required + schedule swap

ACT 14:23:10

✓ **PO #4521** raised in SAP

✓ **Ticket #2891** in CMMS

✓ Shift lead notified via **Teams**

- Predictive maintenance closing CMMS tickets
- Stockout-prevention raising POs ahead of demand
- Churn-risk detection triggering retention plays

CONVERSATIONAL your team talks to it

### Ask the agent anything. Get answers grounded in live data.

A conversational front-end your team uses in the apps they already work in - or in a custom Rayven app. Same foundation, same data, same write-back. Just a different surface.

CHAT Ask Operations  READY

You What’s at risk this shift?

Agent

Three things on my radar right now -

- **Pump P-103** belt wear at 87% · PO #4521 raised, spare delivers in 2 days OT/SCADA · SAP
- **SKU-2241** stockout in ~16 hrs at current draw · reorder triggered ERP · WMS
- **Customer #88** SLA at risk · retention play queued CRM · Ticketing

Approve all actions

Show me #88

Grounded in live data across 12 systems · written back to source on confirm

- Operations co-pilot embedded in your day-to-day apps
- Conversational analytics across the whole business
- Field + frontline assistants on mobile or in Teams

 

 

FREE EXPERT ASSESSMENT

## Map your AI agent foundation in 30 minutes

A Rayven engineer reviews your current stack, identifies exactly where data + integration gaps are blocking real agents, and maps the fastest path from where you are now to a production agent live on your business - at no cost and no commitment.

##### Agent readiness across every layer

Integration, Data, Execution, Presentation + Governance - scored against what agents need

##### Your biggest agent blockers identified

Data fragmentation, write-back gaps, governance holes - found + prioritised.

##### First agent use case scoped for you

Not a generic AI roadmap. A specific agent use case matched to your systems + needs.

##### Direct line to the engineer

Not a sales handoff. The person you speak with is the person who builds. Ask anything.

### Book your free assessment

Takes 30 seconds to request. We’ll confirm a time within one business day.

 

[Get in touch →](https://www.rayven.io/contact)

By submitting you agree to Rayven’s [Privacy Policy](https://www.rayven.io/privacy-policy). No spam. No pushy sales calls.

 Secure & confidential  Reply within 1 business day  Australian team

THE AI STACK THAT SHIPS AGENTS

## Four AI parts, working as one. That’s what makes a Rayven agent.

A real production agent isn’t one piece of software - it’s four AI capabilities locked together on a single platform. Rayven gives you all four out of the box, with the team to wire them to your business.

### [01   AI Data Fabric The unified data layer agents run on. Every system, real-time, governed, AI-ready. Agents see one truth, not a dozen. Explore the AI Data Fabric →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

### [02   Rayven MCP server Standardised, real-time, bidirectional access from any agent to every system you run. Agents act through MCP - no bespoke integrations. Explore Rayven MCP →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

### Agentic AI runtime

Native reasoning + action runtime in the Execution layer. Agents perceive, plan, act, learn - inside the policies you set.

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

04

 

### 11 native AI capabilities

ML, NLP, vision, prediction, optimisation, classification, anomaly, generative, recommendation, conversational - every one available to every agent.

[See all platform AI →](https://www.rayven.io/platform)

Locked together. Delivered as one. [See how this maps to your stack](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment) [→](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment)

THE RAYVEN PLATFORM

## What real AI agents need: five integrated layers - working as one, with AI embedded at every layer.

Agent capability isn’t a feature - it’s what emerges when the entire platform works as one. The Rayven Platform delivers the [AI Data Fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric) agents run on, through five unified layers + 11 native AI capabilities - with nothing to stitch together and nothing to manage separately.

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)

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)

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)

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)

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)

↑ ↑ ↑

Your Systems + Infrastructure

IT Systems OT Systems IoT + Data Streams Files + Data Third-Party Systems

Click any layer to explore what's included.

---

<https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#>

## Rayven goes over the top of every system you run.

01

 

### Connect

Anything you run - IT, OT, IoT, files, APIs, AI models, data streams, legacy - connected bidirectionally + in real-time. 1,228+ fast-track.

Integration layer

 

02

 

### Unify

Real-time processing, ETL, AI-ready structuring. One live, governed data platform - agents see one truth, not a dozen.

Data layer

 

03

 

### Execute

Agentic AI, workflows + predictive analytics run on live data - and write decisions back to every connected system in real-time.

Execution layer

 

04

 

### Surface

Intelligence reaches people through apps, portals, dashboards + conversational AI - or the agent executes autonomously, no human in the loop required.

Presentation layer

 

05

 

### Govern

Enterprise security, access control, audit logging + data residency - on every agent action. Never bolted on at the end.

Security + Governance

  WHY MOST AGENTS DON’T SHIP

### Four properties most agent platforms can’t deliver together.

Vendor agent stacks lock you into one ecosystem. DIY frameworks leave you to build the foundation yourself. Off-the-shelf vertical agents see one slice. Almost none deliver all four properties at once - which is why most agent projects never ship.

#### 1. Extreme interoperability

Connects to anything: IT, OT, IoT, files, APIs, AI models, legacy hardware. Your agent sees the whole business - not one ecosystem.

#### 2. AI at every layer

AI structures the data, AI runs the workflows, AI surfaces insights, AI enforces policies. 10 native AI capabilities built in - agentic AI is one of them.

#### 3. Real-time + bidirectional

Data flows in live + agent decisions write back to your systems in real-time. Cloud, on-prem ERP, OT equipment, legacy hardware - every system stays current.

#### 4. Secure, governed + sovereign-ready

Encryption, RBAC, audit logging, data residency + sovereign hosting - applied at every layer, every agent action. Australian-built, deploy anywhere.

1,228+[fast-track connectors](https://www.rayven.io/solutions/data-integration-platform)

10native AI capabilities

240+deployments live

99.9%platform uptime

[See how this applies to your stack ](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment) Free assessment  ·  No commitment  ·  Australian team

“

> Having all our operational data at your fingertips gives us instant visibility of how things are performing.

Ashley Rangott

Operations Manager, NSW Ports

[ Read the case study ](https://www.rayven.io/case-study/nsw-ports-video-case-study)

”

3 → 6

use cases on the platform

 

Real-time

visibility across all terminals

 

Cross-system

data unified into one platform

 

5/5

across 140+ verified reviews

WHY RAYVEN

## The platform is 70% ready from day one. You + we make the other 30% count.

Every Rayven platform deployment comes with the people who built it. That’s not a support ticket queue. It’s the engineer who ran your project, available after go-live.

 

### 70% built before we start

The Rayven Platform arrives with 70% of what your agent needs already built - connectors, data structure, AI capabilities, security. The remaining 30% is configured for your environment + use case. That’s how a production agent ships in 2-12 weeks, not 12-18 months.

66%faster than traditional development

 

### 240+ deployments live. We stay after.

We don’t hand off to a third party at go-live. The Rayven team manages, evolves + extends every agent we build - so it grows with your business instead of becoming someone else’s technical debt. Most clients add agents after seeing the first one ship.

240+live deployments managed by Rayven

 

### Secure by default. Sovereign-ready.

Encryption, RBAC, audit logging + AI policy enforcement on every agent action. Australian-built, with sovereign deployment for organisations with strict data residency requirements. Cloud, on-premise, edge, or air-gapped - all on the same platform.

99.9%uptime  ·  sovereign deployment available

 

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

Not a curated handful - 140+ reviews across independent platforms, all at 5/5. The rating reflects what our clients experience: a team that treats their problems as problems to solve, not scopes to defend. It’s the number we’re most proud of.

5/5rating across 140+ reviews

HOW RAYVEN COMPARES

## Four ways to get AI agents working. One that actually ships into production.

Vendor agent stacks lock you to one ecosystem. DIY frameworks need 6-18 months of foundation work. Off-the-shelf vertical agents see one slice. Rayven delivers the full production foundation in 2-12 weeks - and keeps it running after.

| Capability | Rayven AI Agents Full platform + team | Vendor agent stacks Agentforce, Copilot Studio | DIY frameworks LangChain, CrewAI, AutoGen | Off-the-shelf vertical Glean, Harvey, vertical apps |
| --- | --- | --- | --- | --- |
| Sees data across every system (not just one ecosystem) | ✓ | ● Their ecosystem only | ● DIY effort | ✗ Vendor’s slice only |
| AI-ready data layer from day one | ✓ | ● Varies by vendor | ✗ Engineer it yourself | ✗ Vendor schemas only |
| Bidirectional writes back to connected systems | ✓ | ● Limited to ecosystem | ● DIY integration | ✗ Analysis only |
| Connects to anything: IT, OT, IoT, files, APIs, legacy | ✓ 1,228+ connectors | ✗ Ecosystem only | ● Custom dev required | ✗ Cloud-only |
| Cross-system agent orchestration | ✓ | ✗ | ● DIY orchestration | ✗ |
| Secure, governed + sovereign-ready by default | ✓ Every layer, AU-sovereign | ✓ US-hosted | ● DIY | ● Varies, usually US |
| Time to first production agent | ✓ 2 - 12 weeks | ● Months | ✗ 6 - 18 months | ● Days, but narrow |
| Post-delivery support + evolution | ✓ Same team. Always. | ● Vendor roadmap | ✗ Internal resource required | ✗ Vendor roadmap |

[Get my agent readiness plan ](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment) Free  ·  30 minutes  ·  No commitment required

HOW DELIVERY WORKS

## From assessment to live production agent. In weeks, not years.

A fixed process. A fixed scope. A fixed price. You know exactly what gets built, when it ships, and who is responsible for it.

1

 

Days 1 - 3

### Free assessment

A senior Rayven engineer reviews your current stack. Integration points, data sources, agent blockers + the fastest path to a working agent are all mapped in a 30-minute session. No cost. No commitment.

- Current stack audited against the five platform layers
- Agent blockers + data gaps identified
- First agent use case scoped to your environment

2

 

Days 4 - 10

### Solution design

Rayven architects your agent: which systems it reads from, which it writes to, what reasoning it runs, what governance applies, and where the agent surfaces to your team. Fixed scope agreed before starting.

- Integration map across your full source landscape
- Agent reasoning + action model defined
- Governance + audit policy locked in

3

 

Weeks 2 - 8

### Build + integrate

The Rayven team builds your agent on the platform - 70% is already done. Connectors deployed, data unified, agent reasoning configured + write-back wired into every connected system. You review at each stage, nothing hidden.

- All integration layers connected + tested
- Agent trained + reasoning validated on your live data
- Write-back to every connected system verified

4

 

Weeks 2 - 12

### Live + evolving

Your agent is live in production. The Rayven team monitors, manages + extends it - the same people who built it. Most clients add a second agent within three months. Your foundation grows with you.

- Production monitoring + 99.9% uptime SLA
- Ongoing optimisation by your Rayven team
- Clear pathway to additional agents + AI capabilities

68 /100 Overall agent readiness 

Integration Data Execution Presentation Security

Integration

82

Data quality

71

Agent execution

54

User access

63

Security + governance

68

Example report shown. Your score reflects your actual stack.

AI READINESS SCORE

## Not ready to talk yet? Score yourself in 4 minutes.

 Answer twelve questions about your current stack and get an AI readiness score across all five platform layers - Integration, Data, Execution, Presentation + Security.

 You’ll see exactly where your agent foundation is strong, where the blockers are + what to prioritise. No sales call required to get the report.

- Scored across all five platform layers
- Personalised gap analysis included in the report
- No sales call required to receive it

[ Score my AI readiness ](https://www.rayven.io/ai-readiness-score)

Free  ·  Takes 4 minutes  ·  No account required

FAQ

## Questions about production AI agents

### What does Rayven mean by ‘AI agent’?

An AI agent is software that perceives real-time data, decides on actions, and executes those actions across your systems autonomously - within governance rules you define. Rayven agents see your unified operational data (via the [AI Data Fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)), decide using [10 native AI capabilities](https://www.rayven.io/platform), and write decisions back to every connected system in real-time.

### How is this different from Salesforce Agentforce or Microsoft Copilot Studio?

Agentforce + Copilot Studio build agents inside their own ecosystems (Salesforce data, Microsoft data). Rayven builds agents on your ENTIRE stack - IT, OT, IoT, legacy systems, files, APIs - via 1,228+ connectors + custom-built ones. Your agent isn’t locked to one vendor’s data. It sees and acts across everything.

### How is this different from building agents myself with LangChain, CrewAI or AutoGen?

DIY frameworks give you the orchestration code but none of the integration, data unification, governance, or operational infrastructure. You spend 6-18 months engineering the foundation before you can ship an agent. Rayven delivers all of it - in 2-12 weeks - because 70% of the[ Rayven Platform](https://www.rayven.io/platform) is pre-built.

### What can a Rayven agent actually DO?

Anything that involves reading data, deciding, and acting across your systems. Examples: predictive maintenance agents that close CMMS tickets autonomously; supply chain agents that raise POs before stockouts; customer-success agents that detect churn risk and trigger retention plays; operations agents that re-route workflows when conditions change. Real actions in real systems. [See live examples in the case studies](https://www.rayven.io/case-studies).

### Do we need to replace any of our existing systems?

No. Rayven goes over the top of your existing stack via the [Rayven MCP server](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Agents read from + write to your current ERP, CRM, OT, IoT, files + APIs. Legacy equipment that was never designed for AI becomes agent-accessible without being replaced.

### How quickly can we have a production agent live?

2 to 12 weeks from confirmed scope. Average across all Rayven deployments is three weeks. 70% of the platform is pre-built; the remaining 30% is configured for your specific environment + use case. Fixed scope, fixed price - no timeline surprises. [Book a free assessment](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment) to map yours.

### Is Rayven available for organisations with strict data sovereignty requirements?

Yes. Rayven is Australian-built and supports sovereign deployment for organisations with strict data residency requirements. Agents and the data they act on can stay entirely within Australia (or a specific environment). Cloud, on-premise, edge, and air-gapped deployments are all supported on [the same platform](https://www.rayven.io/platform).

 

### Still have questions?

The free assessment is the fastest way to get answers specific to your environment. A senior Rayven engineer will review your stack and answer every question - no sales pitch attached.

[Book my free assessment ](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#assessment)

★★★★★ 5/5 across 140+ reviews

Reply within 1 business day

FREE EXPERT ASSESSMENT

## Map your agent foundation. No cost. No commitment.

A senior Rayven engineer reviews your stack, identifies your agent blockers + maps the fastest path to a production agent live on your business - in a 30-minute session with no conditions attached.

  Agent readiness mapped across all five platform layers

  Agent blockers + data gaps identified and prioritised

  First agent use case scoped to your environment

  Direct line to the engineer who’d run your project

5/5across 140+ reviews

240+live deployments

2 - 12 wksto a working agent

### Get my agent readiness plan

Takes 30 seconds to request. We’ll confirm a time within one business day.

 

[Get in touch →](https://www.rayven.io/contact)

By submitting you agree to Rayven’s [Privacy Policy](https://www.rayven.io/privacy-policy). No spam. No pushy sales calls.

<https://www.rayven.io>

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<https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai#body> 

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

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