---
title: Intelligent Process Automation Solutions | Rayven
description: Discover how intelligent process automation solutions (IPA) leverage AI & real-time data to optimise operations, reduce inefficiencies + drive productivity
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/a%20modern%20small%20business%20thats%20using%20automation%20and%20AI.jpeg
---

[![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=AVxigLKwxW5V39HRacPy4udW9utOqpBT%2BYQrtYbyjiQ%2F7hkISXaZrnHywE%2FmIJ6dsRlh4haIiZfs5SpLAyOWsclRYD5SZ4TsIl4gx3jGA3mOFwkPvrcpIdrZzLIPG0KbVZpapvt0JA%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=AVxigLKwxW5V39HRacPy4udW9utOqpBT%2BYQrtYbyjiQ%2F7hkISXaZrnHywE%2FmIJ6dsRlh4haIiZfs5SpLAyOWsclRYD5SZ4TsIl4gx3jGA3mOFwkPvrcpIdrZzLIPG0KbVZpapvt0JA%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=AVxigLL4J7pUgZdfx253tJlxOhc8zJxKHd0ShnBpSF0K7qaiaUXYVBFYODTdpbU8xaUymRaxDejhRiahaRg6P5Jpw7k3ccanwzWOu%2Fu6zoZIO5EYIXObLV3aZc%2BlgIf0pc%2Fxzx8cxfhuyjPx4B1j85zfEI7Zc8Xkatzq8A952hRtubO%2BXVyPZ7i7vqOmxaeuiGvCcsKtQ5rVWh3fwoh%2Ft1PXsA%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=AVxigLL4YSoXRM6LpPOTqCvrKjh44YdAGeQneuEXOBigSFCJVqyeT2hntfzooLt7c8V2DNErdbKWI10KVDn2kteLmak3mJtfcEkfgiJ2pqInpQG3cPSgqDBh8G1HTIENUatpqS0toyWziLBpBzIadrFM%2FcVJW8iu28Vqd7fXJKhffVYuxrunXP%2Fynwhl1RBlvHM1EBkiZUAh1XPQKw%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=AVxigLLMJBvu16ETAvbVbKxcMBhSNVkgyI5Nxzb2Rn8XShPcS3DIKdeWKq69QdBhGsKNEidKTWdvKrS0YOa0NPxvdEq4i9ARbbMtC2nEsenK10ydMFMk75cNuRu4FkppqEh%2FRkjOO1PW7QxRfGDEfkZMQnWOx5rGcmBBgaaYrsV0ARtW51%2FjeCO3TraHAenyScnECTuOmsjMhhrd2g%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=AVxigLLDVgzn7gF9bLco2P3xvNWW0Zh5Icr4LiyCAUgTY92iadnDc19PL6YZuhZvGGYHCDhM2nDfwWyApnAprURQ3j5SuJ4j9xqUWkFNWHivmnmGflTFW8B%2FuDESXUpGTWTMEUDbm%2Fdc5mfkmpfPakikiFvcBQn%2ByY3bNlO%2BUPFfGShYNu5Oe6ls1%2FaLCnVNplDzqW2l%2BA%2FGLnrMh4sa6iLSNNk%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=AVxigLJOhTQbm60UzxHfSjxqy0b2qZxs1GzSE%2FCul%2F91ZmI4Mw4JbBlo8hiFbQKLXp7ezULPJUKQ1i5gT7%2Bgyc%2Bs%2FKhziNo0ZaC92277H4ObHhYOokre0l44ySGZ4K9LBnk%2BKzOL0OGfTBwM8kir1%2F1kFVxJ1LOe%2B%2BIEcL%2FW13ybi9vGE404%2F4MfhWRnBRZUQtVjGPpr2LUFqg3P64CGxQA%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=AVxigLLDjPiMXlJmGFFGXFfe2sNGj4AO5uvtcQxEQP8PERzNnREgivzCWL6Rh%2Bokm2ZYC0S4%2FY5hKkHl5%2F8vbYmJR8QYG5KW6jRQ3Bg7Mo4uCJ2K%2BiBTvWHcRKRfs0NqNC8z05ddI4Igyr4mPv2aeUGyHcZK8e7oM%2FUYDUuF4Ah5Odg06msfv4WpE5YciYV%2BIbbepFfledO9%2BysIzYSReGkUMJ0sGw%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=AVxigLLb0m4jxOMsAdulUBDlOBGSOJfA4ObLT5uouSe28Us%2B9DVjVxcM2KKA3hjxHFMNHkDgCfZ5XlKzxgh0QGWstV6tv7Kme%2FNlIhtI0IpIzX%2FKJRSo%2BkCcwH3i6ANH31Qo1WhdYgOiYoF5XPv9A0XDVVzxj4%2BqsBbkYF5ycYbcanqPFFGQuEscZFQ9EWSRIYeYezAwyQfeUHE%2BQ%2F7oqPFmB6PVhyI%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=AVxigLJxjjiuAbVzkewYrOcI0YcdtQXQ7094AoOujRs4pQjBWgsPAqyhMwvSwkSq6Ka1KBvKgRCLnW8ocI%2BQuTDMG3m7wAxSMnaKYXd3senWe%2FMgobARCEa7NfPTXQerMtn2aSlvJXrnASiH%2Bzd3sWxrgVL79WHUZbjxA4v7%2BdPvRmwZFEZGAE4d40RZpSOzJZh0nZhqAhniQ%2Fygs92UsP%2FAjzk%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=AVxigLItiXbhRpJiJNI1CEcQgwIovFyQJxfnwQb8PSsxZ6Y60OHMu7JrX%2FXvPXk7Jo8%2F74hbKJLSrHHcQeo5zhWMX7%2BEEOpO%2BR8NyYN0p62D4SNpwxifYJoqpTRSFseN3%2Fk8BIpgipnUmog6KK33k6QMiGNlPPfa%2F%2Fx%2BUJ%2F%2BiYHD5LJZexJ5hT%2BgRd3yJpgQQ2bNFayXM0uL8BUl80A2%2FNNDuw%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=AVxigLJFw9wbEcvjlUhL%2BeLb4AMfyXbsWK5ccnVGRzPzmorpZrvpMiIw8eWfLAP%2F%2F9D0AcA7%2F4b%2FwoxlpLoUhh5CD1B3eFMHF6dawWYC6slPT0%2ByV840tLgqhQRhCawmo%2BsizXG3tQuCS0oIWdSA0dudh%2FH3IBDohkXs4RfXKK%2B%2BLaqfz6Wozl9aW1xRVwHIJ7I2NIlyH4Ji9sZSWcZQu5fiM5SylwsfWueUMVN7ehxHH8%2B%2FFA%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=AVxigLLBtvQgNU%2FdPlFXQK73lhie0nkFnHFFjGwtaipouQGdFqc%2Bkyv2ePB%2FPafTxcD3xeGQGv9UJVgUYtpb4V4oeNAByORF%2FqD9k%2BkieBa3iT4Ta52C5soPAjdM%2FHhbxhKqvOWQEXr7%2Ftf%2B3EFfyS8gV6gLIzuiNnt%2BdlU62lF75sobJKU9CZqOt5RPnbn%2FVtLq7R8zLwJC56OGvBpubaPaPACs&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=AVxigLLf0zhV5oOTwfnOKEOLav6kF3vbVQU2vJvXdUrbtPxVmK8bd3OwvbVpyLvlLzWq%2FCVrJozXocpryNyeT3jmNHLMKGCZs246jJZFhY%2FN4TgPQDaUH4%2BoCXZCQCeV6cIhinemAzDgl20XFQ6ksrqtLbd4KQ8nng4IXlpQVJAvooLQAY1lxRkV18AlIT0yH0F9d%2FHa0C%2FDD%2BFJTYllIsAV9%2F2qQw%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=AVxigLKfy2JDtPj1BtDvOrZrI76GenllqMpmsYuu9rPHr0Elj2fCfLqW9BNLTrehszDFItFEr%2BffH9Ir1iFLPHBGHvVveoXDNsdG8YdL3q9bV6hGi4dVbJCnS19QQuiqfFE7%2FqudrSt1uNZ8qpSaiSqBY8e4IjtyLyu%2BaFyz%2BrVyITa98LzFBDWhqy8jF9u6YQvdGYIaWbGs3j00dss95M0qTPx8zu3VJuc%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=AVxigLL1XuYU7ySo2SxTnNuww1zKjPmfeO1VqLXv7gMbxxkkkaLNF4s7DMecnErCS0JlKXhQfOqYj0vkh6velRmgaJyxORz9mzHZvR4S%2Fd1bsoW52fU8kTKbFl8na%2BGgnEej7EjG9wp8DFFx5eWAj9galnBqX%2BvaYLsSVQnWpadIWGXj%2FGuxE4nnhgG%2F02vn4mJZGr6oGO5JaVv1ce2zUcGAMao%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=AVxigLJsJgaPyKVE19UNcYGOOyADgCmQNsVuEDqhnMIjBoWX3i7JKMyfaXDXoDm4yMMC0BvDR2wRt%2FOJ9U8CyH9HeJHJpp5Ha7qq5TO4WIe5d%2Ba0Yz%2BvIo7Mg%2FGpynjd1qY4XrLRXh%2BJbVIxDvi6xHE1WpX6qfDb6XSUOgMV%2B%2BgPGUbUw2KthAJGwOwaOU6J%2BmBi3%2BZBAVjNBXrZTqA%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=AVxigLIbDLFw0S%2FCNyYzQBEhh39hAY1JSSXH%2FueI%2FgZSb9Xh6tRAwcWTsy27Mpwcq%2FDmUZEceoevGIeFU2WlI1X%2BLHd23RfX91O6gO%2Bzf%2F9VMKkgOdlVHQ5ulsoHPx%2BgXqrTJTQoKES9x%2F4RiC0cpl2YWA1%2BfeYnH354RHH7XlhfjSpGV7FM0V%2B%2Fm8MxN%2FhUbBeaLGSifQ%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=AVxigLJsNvwBqCOISjhE4MdWzWcuI%2F3y8bytxl5yJDTyW11wHCC5%2Bvcu3z0Nj%2B43QTvlKjkbmLjbjSZF2GBoqFlg%2BS%2BX%2BzfOwlgOdW8gAhg8lHohr9%2B1VVK%2BLfJNU5QxXwSKwHdXy3vH6%2BR9lQD8DMnJEcPYFV2ixAIwGO50v0zHv7kvnl7G56C8n0%2Fg9dJH1LKbensm&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=AVxigLIoEcmhkwVUDWGYA576AdXQEGphE95qXKY%2F4vFFfZqLyGTGcet3x7GthgN4r2fmTKwe6Tra3siRtsokyppH8MbkZtwtyoYKQRhSl1xMcP0XzQrXaGlp%2FByT5Gpqvw1VWQcYbNKHGn3zJOnL89dkdywbW3wc%2FKq5Nz6gEDALL6WFmD090%2B9qBvx5B6Jc4INbRyEB%2BAAKzcpDWg%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=AVxigLIgfCHwq0NmoruMncbBbr%2FkPUvni5M9nZinpXC0RLinJCpIcm%2Bxww%2Bh1qxD9ae2CCLiasCYVrjjaJtYToFsluby3F%2BVkAklAyyWZkGGzstPboKilD0qdJAqoExVeczZ2bjkxLRiKv7L%2BdHum%2B3jgvnItZFIgh70wDoSRboNI7uIUCDkv4tXClccZLRklhj7qHzQlL685MhCT9oyTkhMvGo76tNMvM0%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=AVxigLK2ylM33iAja1uUChZSVb5eaUjyQ1%2FNgRHS0EV0FtH9GlLUmoL4wVMsIBO63x6r8Ro2QmWK0BGWZ5qrAVUH5J7Y%2BU9XTw1hZwqWxX%2FYoFZAb9qIS%2Bm8mmya5tvpN7pDJxADzObQHW9vDUlLbSjHcTanvvPOsClVKK1wab6ZYjNcQ7oLKZW%2FoaxqbXPHbeV4D5xSc54BlVdycoQSgZW8oKkaiNie47bt0ko%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=AVxigLKoQkgtDEAHR8jE7jrqmKiUqKssVz6AZy7nWaUy4uHY4Iyriz3dBowd%2FZq87o3kQA2vEqG0iCu9XZcS5fAuF2LjPzPjLpWeralGpvIzIOgj3JVv3Iwtfr38D9CTtSotjqbCYbexcVDUh8bYNov2JAbt%2BX53HouhTbo1DenG1Xw7YYgAyXdi57WcHUbUNSCk6gNhPLRmYvtir11BfJI8qBb0X3BXeyk%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=AVxigLIoEcmhkwVUDWGYA576AdXQEGphE95qXKY%2F4vFFfZqLyGTGcet3x7GthgN4r2fmTKwe6Tra3siRtsokyppH8MbkZtwtyoYKQRhSl1xMcP0XzQrXaGlp%2FByT5Gpqvw1VWQcYbNKHGn3zJOnL89dkdywbW3wc%2FKq5Nz6gEDALL6WFmD090%2B9qBvx5B6Jc4INbRyEB%2BAAKzcpDWg%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=AVxigLIuN9871Hkw047L2y7Y%2Bpq1sjdtYB9dQlv5AhcWyCE3h%2FZmJzJTssfu7bMUqne0tguWLVbOJr2u4fZbjzsJ9EN8%2BmasxL9LewrsiRn3EunscNnsDjYvcdEsV3U0%2BuWaaFEfmftC%2Bc%2BRlUdiZv9%2FRDgqLMu3pb11BFar0jOohVEvWIdTNAzcw3MRXuitKKUuhFpMirUEbepLZ8Y1%2BPQ%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=AVxigLKfNTSTInGT3RjL1zaQVnnpVLtkQq5uMf5FbdZiVqwjaIhg2dhMqPFtKWTWbgBwbamTKL00J6Tj11NTIJy5faBPqR0OUe%2FvvMaxcsLNcS8HdoxLiH0w7Xsr6awN0Iumw5PCWTaosC0NR50V8RNAHF6jrj719lPb8tQd44C8Mm0Z5g%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=AVxigLJpjf5I2frQcsctbMQ9Vcz%2FyLG9UOlLtUTAiFGnrkidijgA1VlVBIASklyP4rq54izrbMz4nh5kEvzIpC2Dqk9hkSmdu5oCEDXiNkZV4ODq%2B%2FJwC4aEJ4MhvCY8kSYjkH6nCAGsLqk3%2FmI6aADMJmKijeEMeBEWQiN7p8sd4VYB22fxHBQdApfQVUJ9Tg%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=AVxigLJbQKlyCSsdGt1WDraNQ%2FprVaKujFrasam%2FrsdRQ1P%2BgKHFpKo9vum06Tr0QvXOks9X%2FZTu967Ipc1%2Ba0jAyCZZJeeptObIvzTCYXt3nOpqicjsS1RAol8MN8wwvVSh3AicvpYBcOJgS85h0xx6ywqK3jFZfNoDW4DThGR4&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=AVxigLKQzve4mpgysTvNCnn60G5QsSNf6ys%2BrqPGfWh44VAyOQ%2B013NYvPaN%2FPqc3YzgwIESotuMN6n%2BG5FleUfCXNMRIjDmetHxXhabIp3fdmyoKCBeh9m8ksQxASkq%2BxcgCZCU7kXJ2VtyCEQ5RcJXz4Y0dOAwWQrpxhPlmbGh1olo6xmN96yT20GE9Q%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=AVxigLL679IwKVFYkBp3FweY2Le3cnkaxFiCssWF3PFxJuZVe4KRPSwj9mIMGzN5hDpHb8%2BzukSkdSE7EebxA5qJdDnf6OYPiNEXjQlyCZp9YjgxVso%2FU7LnzoqjksoRV0eDHGcom3suhjeHDfdmD6KBrfuioL9MOhE6srN1rN7Kgz4g7%2FQi%2BWb96PXgquor%2FV4NCy9RVG8b%2Bw%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=AVxigLI649cR7euNYI5Ok1mjG2sr16McUtB5l2uT8CJ3fQrWwcG1qbvAymn27YzxIxYlI10HTEj3xfbTF2p4wFEHml7F6PzsMUc%2FbIw4PzsS1zPhz%2BZkq5UZ9s%2F3G%2Bj9kHr%2BC2dAS%2BBzW%2FqEd%2FYCAfPkOmigG44KZDVKLFgP2Fu3ccC0eD2Qtd6uKfeGvQ%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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLiMBmtG6uPUsrDhIkRHVz0XbQGY9NcqpPhQTDdZoBscErSOFCJ9sl%2FMsjnMpp0a9TNkxZsnAAwnHlmW8w2NXa9ssjFf0MD%2FZNTtBolHDGbZJr3nBMihSioPyc75aj6DXm7GP1gZz1kd%2BbFjMmArpe12IHQyz%2FcN5Zj4QE6P73ydnPg7lWMDsFyiuVC23La%2FA%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=AVxigLKwxW5V39HRacPy4udW9utOqpBT%2BYQrtYbyjiQ%2F7hkISXaZrnHywE%2FmIJ6dsRlh4haIiZfs5SpLAyOWsclRYD5SZ4TsIl4gx3jGA3mOFwkPvrcpIdrZzLIPG0KbVZpapvt0JA%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=AVxigLKwxW5V39HRacPy4udW9utOqpBT%2BYQrtYbyjiQ%2F7hkISXaZrnHywE%2FmIJ6dsRlh4haIiZfs5SpLAyOWsclRYD5SZ4TsIl4gx3jGA3mOFwkPvrcpIdrZzLIPG0KbVZpapvt0JA%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=AVxigLL4J7pUgZdfx253tJlxOhc8zJxKHd0ShnBpSF0K7qaiaUXYVBFYODTdpbU8xaUymRaxDejhRiahaRg6P5Jpw7k3ccanwzWOu%2Fu6zoZIO5EYIXObLV3aZc%2BlgIf0pc%2Fxzx8cxfhuyjPx4B1j85zfEI7Zc8Xkatzq8A952hRtubO%2BXVyPZ7i7vqOmxaeuiGvCcsKtQ5rVWh3fwoh%2Ft1PXsA%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=AVxigLL4YSoXRM6LpPOTqCvrKjh44YdAGeQneuEXOBigSFCJVqyeT2hntfzooLt7c8V2DNErdbKWI10KVDn2kteLmak3mJtfcEkfgiJ2pqInpQG3cPSgqDBh8G1HTIENUatpqS0toyWziLBpBzIadrFM%2FcVJW8iu28Vqd7fXJKhffVYuxrunXP%2Fynwhl1RBlvHM1EBkiZUAh1XPQKw%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=AVxigLLMJBvu16ETAvbVbKxcMBhSNVkgyI5Nxzb2Rn8XShPcS3DIKdeWKq69QdBhGsKNEidKTWdvKrS0YOa0NPxvdEq4i9ARbbMtC2nEsenK10ydMFMk75cNuRu4FkppqEh%2FRkjOO1PW7QxRfGDEfkZMQnWOx5rGcmBBgaaYrsV0ARtW51%2FjeCO3TraHAenyScnECTuOmsjMhhrd2g%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=AVxigLLDVgzn7gF9bLco2P3xvNWW0Zh5Icr4LiyCAUgTY92iadnDc19PL6YZuhZvGGYHCDhM2nDfwWyApnAprURQ3j5SuJ4j9xqUWkFNWHivmnmGflTFW8B%2FuDESXUpGTWTMEUDbm%2Fdc5mfkmpfPakikiFvcBQn%2ByY3bNlO%2BUPFfGShYNu5Oe6ls1%2FaLCnVNplDzqW2l%2BA%2FGLnrMh4sa6iLSNNk%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=AVxigLJOhTQbm60UzxHfSjxqy0b2qZxs1GzSE%2FCul%2F91ZmI4Mw4JbBlo8hiFbQKLXp7ezULPJUKQ1i5gT7%2Bgyc%2Bs%2FKhziNo0ZaC92277H4ObHhYOokre0l44ySGZ4K9LBnk%2BKzOL0OGfTBwM8kir1%2F1kFVxJ1LOe%2B%2BIEcL%2FW13ybi9vGE404%2F4MfhWRnBRZUQtVjGPpr2LUFqg3P64CGxQA%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=AVxigLLDjPiMXlJmGFFGXFfe2sNGj4AO5uvtcQxEQP8PERzNnREgivzCWL6Rh%2Bokm2ZYC0S4%2FY5hKkHl5%2F8vbYmJR8QYG5KW6jRQ3Bg7Mo4uCJ2K%2BiBTvWHcRKRfs0NqNC8z05ddI4Igyr4mPv2aeUGyHcZK8e7oM%2FUYDUuF4Ah5Odg06msfv4WpE5YciYV%2BIbbepFfledO9%2BysIzYSReGkUMJ0sGw%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=AVxigLLb0m4jxOMsAdulUBDlOBGSOJfA4ObLT5uouSe28Us%2B9DVjVxcM2KKA3hjxHFMNHkDgCfZ5XlKzxgh0QGWstV6tv7Kme%2FNlIhtI0IpIzX%2FKJRSo%2BkCcwH3i6ANH31Qo1WhdYgOiYoF5XPv9A0XDVVzxj4%2BqsBbkYF5ycYbcanqPFFGQuEscZFQ9EWSRIYeYezAwyQfeUHE%2BQ%2F7oqPFmB6PVhyI%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=AVxigLJxjjiuAbVzkewYrOcI0YcdtQXQ7094AoOujRs4pQjBWgsPAqyhMwvSwkSq6Ka1KBvKgRCLnW8ocI%2BQuTDMG3m7wAxSMnaKYXd3senWe%2FMgobARCEa7NfPTXQerMtn2aSlvJXrnASiH%2Bzd3sWxrgVL79WHUZbjxA4v7%2BdPvRmwZFEZGAE4d40RZpSOzJZh0nZhqAhniQ%2Fygs92UsP%2FAjzk%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=AVxigLItiXbhRpJiJNI1CEcQgwIovFyQJxfnwQb8PSsxZ6Y60OHMu7JrX%2FXvPXk7Jo8%2F74hbKJLSrHHcQeo5zhWMX7%2BEEOpO%2BR8NyYN0p62D4SNpwxifYJoqpTRSFseN3%2Fk8BIpgipnUmog6KK33k6QMiGNlPPfa%2F%2Fx%2BUJ%2F%2BiYHD5LJZexJ5hT%2BgRd3yJpgQQ2bNFayXM0uL8BUl80A2%2FNNDuw%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=AVxigLJFw9wbEcvjlUhL%2BeLb4AMfyXbsWK5ccnVGRzPzmorpZrvpMiIw8eWfLAP%2F%2F9D0AcA7%2F4b%2FwoxlpLoUhh5CD1B3eFMHF6dawWYC6slPT0%2ByV840tLgqhQRhCawmo%2BsizXG3tQuCS0oIWdSA0dudh%2FH3IBDohkXs4RfXKK%2B%2BLaqfz6Wozl9aW1xRVwHIJ7I2NIlyH4Ji9sZSWcZQu5fiM5SylwsfWueUMVN7ehxHH8%2B%2FFA%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=AVxigLLBtvQgNU%2FdPlFXQK73lhie0nkFnHFFjGwtaipouQGdFqc%2Bkyv2ePB%2FPafTxcD3xeGQGv9UJVgUYtpb4V4oeNAByORF%2FqD9k%2BkieBa3iT4Ta52C5soPAjdM%2FHhbxhKqvOWQEXr7%2Ftf%2B3EFfyS8gV6gLIzuiNnt%2BdlU62lF75sobJKU9CZqOt5RPnbn%2FVtLq7R8zLwJC56OGvBpubaPaPACs&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=AVxigLLf0zhV5oOTwfnOKEOLav6kF3vbVQU2vJvXdUrbtPxVmK8bd3OwvbVpyLvlLzWq%2FCVrJozXocpryNyeT3jmNHLMKGCZs246jJZFhY%2FN4TgPQDaUH4%2BoCXZCQCeV6cIhinemAzDgl20XFQ6ksrqtLbd4KQ8nng4IXlpQVJAvooLQAY1lxRkV18AlIT0yH0F9d%2FHa0C%2FDD%2BFJTYllIsAV9%2F2qQw%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=AVxigLKfy2JDtPj1BtDvOrZrI76GenllqMpmsYuu9rPHr0Elj2fCfLqW9BNLTrehszDFItFEr%2BffH9Ir1iFLPHBGHvVveoXDNsdG8YdL3q9bV6hGi4dVbJCnS19QQuiqfFE7%2FqudrSt1uNZ8qpSaiSqBY8e4IjtyLyu%2BaFyz%2BrVyITa98LzFBDWhqy8jF9u6YQvdGYIaWbGs3j00dss95M0qTPx8zu3VJuc%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=AVxigLL1XuYU7ySo2SxTnNuww1zKjPmfeO1VqLXv7gMbxxkkkaLNF4s7DMecnErCS0JlKXhQfOqYj0vkh6velRmgaJyxORz9mzHZvR4S%2Fd1bsoW52fU8kTKbFl8na%2BGgnEej7EjG9wp8DFFx5eWAj9galnBqX%2BvaYLsSVQnWpadIWGXj%2FGuxE4nnhgG%2F02vn4mJZGr6oGO5JaVv1ce2zUcGAMao%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=AVxigLJsJgaPyKVE19UNcYGOOyADgCmQNsVuEDqhnMIjBoWX3i7JKMyfaXDXoDm4yMMC0BvDR2wRt%2FOJ9U8CyH9HeJHJpp5Ha7qq5TO4WIe5d%2Ba0Yz%2BvIo7Mg%2FGpynjd1qY4XrLRXh%2BJbVIxDvi6xHE1WpX6qfDb6XSUOgMV%2B%2BgPGUbUw2KthAJGwOwaOU6J%2BmBi3%2BZBAVjNBXrZTqA%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=AVxigLIbDLFw0S%2FCNyYzQBEhh39hAY1JSSXH%2FueI%2FgZSb9Xh6tRAwcWTsy27Mpwcq%2FDmUZEceoevGIeFU2WlI1X%2BLHd23RfX91O6gO%2Bzf%2F9VMKkgOdlVHQ5ulsoHPx%2BgXqrTJTQoKES9x%2F4RiC0cpl2YWA1%2BfeYnH354RHH7XlhfjSpGV7FM0V%2B%2Fm8MxN%2FhUbBeaLGSifQ%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=AVxigLJsNvwBqCOISjhE4MdWzWcuI%2F3y8bytxl5yJDTyW11wHCC5%2Bvcu3z0Nj%2B43QTvlKjkbmLjbjSZF2GBoqFlg%2BS%2BX%2BzfOwlgOdW8gAhg8lHohr9%2B1VVK%2BLfJNU5QxXwSKwHdXy3vH6%2BR9lQD8DMnJEcPYFV2ixAIwGO50v0zHv7kvnl7G56C8n0%2Fg9dJH1LKbensm&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=AVxigLIoEcmhkwVUDWGYA576AdXQEGphE95qXKY%2F4vFFfZqLyGTGcet3x7GthgN4r2fmTKwe6Tra3siRtsokyppH8MbkZtwtyoYKQRhSl1xMcP0XzQrXaGlp%2FByT5Gpqvw1VWQcYbNKHGn3zJOnL89dkdywbW3wc%2FKq5Nz6gEDALL6WFmD090%2B9qBvx5B6Jc4INbRyEB%2BAAKzcpDWg%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=AVxigLIgfCHwq0NmoruMncbBbr%2FkPUvni5M9nZinpXC0RLinJCpIcm%2Bxww%2Bh1qxD9ae2CCLiasCYVrjjaJtYToFsluby3F%2BVkAklAyyWZkGGzstPboKilD0qdJAqoExVeczZ2bjkxLRiKv7L%2BdHum%2B3jgvnItZFIgh70wDoSRboNI7uIUCDkv4tXClccZLRklhj7qHzQlL685MhCT9oyTkhMvGo76tNMvM0%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=AVxigLK2ylM33iAja1uUChZSVb5eaUjyQ1%2FNgRHS0EV0FtH9GlLUmoL4wVMsIBO63x6r8Ro2QmWK0BGWZ5qrAVUH5J7Y%2BU9XTw1hZwqWxX%2FYoFZAb9qIS%2Bm8mmya5tvpN7pDJxADzObQHW9vDUlLbSjHcTanvvPOsClVKK1wab6ZYjNcQ7oLKZW%2FoaxqbXPHbeV4D5xSc54BlVdycoQSgZW8oKkaiNie47bt0ko%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=AVxigLKoQkgtDEAHR8jE7jrqmKiUqKssVz6AZy7nWaUy4uHY4Iyriz3dBowd%2FZq87o3kQA2vEqG0iCu9XZcS5fAuF2LjPzPjLpWeralGpvIzIOgj3JVv3Iwtfr38D9CTtSotjqbCYbexcVDUh8bYNov2JAbt%2BX53HouhTbo1DenG1Xw7YYgAyXdi57WcHUbUNSCk6gNhPLRmYvtir11BfJI8qBb0X3BXeyk%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=AVxigLIoEcmhkwVUDWGYA576AdXQEGphE95qXKY%2F4vFFfZqLyGTGcet3x7GthgN4r2fmTKwe6Tra3siRtsokyppH8MbkZtwtyoYKQRhSl1xMcP0XzQrXaGlp%2FByT5Gpqvw1VWQcYbNKHGn3zJOnL89dkdywbW3wc%2FKq5Nz6gEDALL6WFmD090%2B9qBvx5B6Jc4INbRyEB%2BAAKzcpDWg%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=AVxigLIuN9871Hkw047L2y7Y%2Bpq1sjdtYB9dQlv5AhcWyCE3h%2FZmJzJTssfu7bMUqne0tguWLVbOJr2u4fZbjzsJ9EN8%2BmasxL9LewrsiRn3EunscNnsDjYvcdEsV3U0%2BuWaaFEfmftC%2Bc%2BRlUdiZv9%2FRDgqLMu3pb11BFar0jOohVEvWIdTNAzcw3MRXuitKKUuhFpMirUEbepLZ8Y1%2BPQ%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=AVxigLKfNTSTInGT3RjL1zaQVnnpVLtkQq5uMf5FbdZiVqwjaIhg2dhMqPFtKWTWbgBwbamTKL00J6Tj11NTIJy5faBPqR0OUe%2FvvMaxcsLNcS8HdoxLiH0w7Xsr6awN0Iumw5PCWTaosC0NR50V8RNAHF6jrj719lPb8tQd44C8Mm0Z5g%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=AVxigLJpjf5I2frQcsctbMQ9Vcz%2FyLG9UOlLtUTAiFGnrkidijgA1VlVBIASklyP4rq54izrbMz4nh5kEvzIpC2Dqk9hkSmdu5oCEDXiNkZV4ODq%2B%2FJwC4aEJ4MhvCY8kSYjkH6nCAGsLqk3%2FmI6aADMJmKijeEMeBEWQiN7p8sd4VYB22fxHBQdApfQVUJ9Tg%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=AVxigLJbQKlyCSsdGt1WDraNQ%2FprVaKujFrasam%2FrsdRQ1P%2BgKHFpKo9vum06Tr0QvXOks9X%2FZTu967Ipc1%2Ba0jAyCZZJeeptObIvzTCYXt3nOpqicjsS1RAol8MN8wwvVSh3AicvpYBcOJgS85h0xx6ywqK3jFZfNoDW4DThGR4&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=AVxigLKQzve4mpgysTvNCnn60G5QsSNf6ys%2BrqPGfWh44VAyOQ%2B013NYvPaN%2FPqc3YzgwIESotuMN6n%2BG5FleUfCXNMRIjDmetHxXhabIp3fdmyoKCBeh9m8ksQxASkq%2BxcgCZCU7kXJ2VtyCEQ5RcJXz4Y0dOAwWQrpxhPlmbGh1olo6xmN96yT20GE9Q%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=AVxigLL679IwKVFYkBp3FweY2Le3cnkaxFiCssWF3PFxJuZVe4KRPSwj9mIMGzN5hDpHb8%2BzukSkdSE7EebxA5qJdDnf6OYPiNEXjQlyCZp9YjgxVso%2FU7LnzoqjksoRV0eDHGcom3suhjeHDfdmD6KBrfuioL9MOhE6srN1rN7Kgz4g7%2FQi%2BWb96PXgquor%2FV4NCy9RVG8b%2Bw%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=AVxigLI649cR7euNYI5Ok1mjG2sr16McUtB5l2uT8CJ3fQrWwcG1qbvAymn27YzxIxYlI10HTEj3xfbTF2p4wFEHml7F6PzsMUc%2FbIw4PzsS1zPhz%2BZkq5UZ9s%2F3G%2Bj9kHr%2BC2dAS%2BBzW%2FqEd%2FYCAfPkOmigG44KZDVKLFgP2Fu3ccC0eD2Qtd6uKfeGvQ%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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLIaz0tm3UkRn7oZMBQ6e7f96waSW9edAIjBvKYuSVAORJ0muvhkW8N7oZJ5C15c4KaHEKDeyYSFqMNKEY6qedjuFHB0x5%2BL8LGAmH3%2BtVR7V3NZXa5Cq4Is4w%2FVKjYxTSmHfCjGdNONyAcqt3jAH4J8mIrSDzQ0%2BNspdS3xp6eybg%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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLJwdcElwtAJ0jwZsdrlhvNB4t658yxZj7PQjqxLNXX9rQPEIYsTbtrMe%2BZv9YL%2FKBR7qFEKaykGKTmm1O0ESP%2FpvgRKZEk8TMZuU5Fun3xnrs04w3fHpX3LOQhBZg7bkfOx%2FS8%2BTS2bmxbs9wEX5HNELhaVhZ%2BKDyc8qHAwXvrz&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=AVxigLLiMBmtG6uPUsrDhIkRHVz0XbQGY9NcqpPhQTDdZoBscErSOFCJ9sl%2FMsjnMpp0a9TNkxZsnAAwnHlmW8w2NXa9ssjFf0MD%2FZNTtBolHDGbZJr3nBMihSioPyc75aj6DXm7GP1gZz1kd%2BbFjMmArpe12IHQyz%2FcN5Zj4QE6P73ydnPg7lWMDsFyiuVC23La%2FA%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)

Blogs

# Intelligent Process Automation Solutions: AI-powered decision-making in real-time

 Paul Berkovic, 25 February 2025

Intelligent Process Automation Solutions | Rayven

5:51

Automation is evolving. Traditional [business process automation software](https://www.rayven.io/blog/business-process-automation-software) streamlines workflows, but intelligent process automation** **solutions take things further - learning, optimising, and making decisions in real time. With AI, machine learning, and [AI Agents](https://www.rayven.io/ai-agents), businesses can create self-optimising workflows that continuously improve operations without manual intervention.

This blog explores how intelligent process automation (IPA) is transforming businesses by leveraging AI, real-time data processing, and automation software to make smarter decisions instantly.

## What makes intelligent process automation ‘intelligent’?

Unlike traditional automation, which follows predefined rules, intelligent process automation solutions combine:

- Real-Time Data Processing: Make instant, data-driven decisions.
- [Machine Learning](https://www.rayven.io/machine-learning-software) & AI: Adapt processes based on past and present data.
- Generative AI (Gen-AI): Understand, predict, and respond dynamically.
- Self-Optimising Feedback Loops: Improve operations without human intervention.
- AI Agents: Provide insights, answer questions, and recommend actions.

By using [workflow automation software](https://www.rayven.io/workflow-automation-software), businesses can integrate AI-driven decision-making across departments, reducing inefficiencies and driving productivity.

---

**Want an exhaustive read? Take a look at our 'Complete Guide to [Business Automation Software](https://www.rayven.io/business-automation-software)'.

**<https://www.rayven.io/business-automation-software>

---

## How Intelligent Process Automation Works in Real-Time.

IPA solutions continuously collect, process, and act on **real-time data** from multiple sources. Here’s how:

1. **Data Ingestion -** Collect data from IoT devices, CRM, ERP, and other business tools.
2. **Processing & Analysis -** Use machine learning models to identify trends and anomalies.
3. **AI-Powered Decision-Making -** Adjust processes dynamically to optimise performance.
4. **Action Execution -** Automate responses, trigger workflows, or notify teams.
5. **Self-Learning & Improvement -** Refine models using continuous feedback loops.

Unlike traditional [BPM solutions](https://www.rayven.io/blog/bpm-solutions), IPA doesn’t just automate - it learns and optimises.

## The power of self-optimising feedback loops.

Imagine a logistics company using IPA for fleet management:

- AI predicts traffic conditions based on real-time GPS and weather data.
- Machine learning adjusts delivery routes to avoid congestion.
- AI agents provide live insights on delays, alternative routes, and fuel efficiency.
- Data from past deliveries continuously refines the system for better accuracy.

This approach applies across industries, from finance to healthcare to manufacturing - enabling businesses to work smarter, not harder.

## [AI Agents](https://www.rayven.io/ai-agents): the future of intelligent automation.

One of the biggest advantages of intelligent process automation solutions is the ability to deploy AI agents. These virtual assistants allow businesses to interact with their automation systems, asking:

- ***“**What’s causing delays in production today?**”***
- ***“**How can we reduce processing times for customer orders?**”***
- ***“**What’s the predicted sales demand for next quarter?**”***

These AI-driven insights empower teams to make data-backed decisions instantly.

To learn more about AI agents, visit [Rayven’s AI Agents](https://www.rayven.io/ai-agents).

## Why intelligent process automation is essential for businesses.

IPA isn’t just an upgrade - it’s a **competitive necessity**. Businesses that leverage real-time AI-driven decision-making benefit from:

- Increased Efficiency: Automate complex and repetitive tasks instantly.
- Cost Reduction: Minimise human errors and reduce operational expenses.
- Faster Decision-Making: Use AI and machine learning to react instantly to changes.
- Scalability: Adapt processes as the business grows without adding complexity.
- Enhanced Customer Experience: Deliver** **personalised and proactive responses.

IPA integrates seamlessly with [business automation software](https://www.rayven.io/business-automation-software) and [automation software](https://www.rayven.io/blog/automation-software) to future-proof operations.

## How SMBs & enterprises can use IPA.

Intelligent automation isn’t just for large enterprises - it’s just as critical for [small business automation](https://www.rayven.io/blog/small-business-automation). Here’s how different organisations benefit:

### **Small & medium-sized businesses (SMBs).**

- **AI-driven customer support**: Automate responses with chatbots and predictive assistance.
- **Intelligent sales forecasting**: Use AI models to predict demand and manage inventory.
- **Automated financial reporting**: Reduce errors in accounting and compliance.

### **Enterprises.**

- **AI-enhanced cybersecurity**: Detect threats in real time and automate incident response.
- **Predictive maintenance in manufacturing**: Prevent downtime by using machine learning insights.
- **Dynamic pricing strategies**: Adjust pricing based on market trends and competitor activity.

For a deeper dive into automation for enterprises, visit [enterprise automation](https://www.rayven.io/blog/enterprise-automation).

## Why Rayven’s IPA solution stands out.

While many [software automation companies](https://www.rayven.io/blog/software-automation-companies) offer automation, Rayven is different. Our IPA solution is:

- Real-Time & AI-Driven: Unlike traditional [BPM tools](https://www.rayven.io/blog/bpm-tools), Rayven offers instant decision-making.
- Universally Compatible: Integrates with any system, any format, any data source.
- Self-Learning & Self-Optimising: Uses continuous feedback loops to improve processes.
- No-Code & Easy-to-Use: Unlike rigid [automate automation software](https://www.rayven.io/blog/automate-automation-software), Rayven is accessible to all users.
- Scalable & Future-Proof: Grows with your business, ensuring long-term efficiency.

## Get started with intelligent process automation today.

IPA is reshaping how businesses operate, offering unparalleled efficiency, cost savings, and strategic agility. Whether you’re an SMB or enterprise, Rayven’s IPA solution can revolutionise your workflows.

Explore [business automation services](https://www.rayven.io/blog/business-automation-services) or see [business process automation examples](https://www.rayven.io/blog/business-process-automation-examples) to understand the impact of IPA.

**Ready to make smarter, real-time decisions? **[**Contact our team of experts today**](https://www.rayven.io/business-automation-software)** and future-proof your business.**

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