---
title: "What is iPaaS: A Guide | Rayven"
description: Discover how iPaaS enhances integration, scalability, and efficiency for businesses in the digital age, with real-world apps across various industries.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/A%20visualization%20that%20represents%20integration.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=AVxigLLI2uClGE4rF6YZ0H1ZP6KU4qkHSCYPnyULXBL33VE9z2R4R98dGQSaEySzJ32AVVieND3J0oKLZqKV4M9lFCMUoiO87IcqyVNr4bWggt2cfY04D9FyXyIS1SKZJMZvJ5CaZg%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=AVxigLLI2uClGE4rF6YZ0H1ZP6KU4qkHSCYPnyULXBL33VE9z2R4R98dGQSaEySzJ32AVVieND3J0oKLZqKV4M9lFCMUoiO87IcqyVNr4bWggt2cfY04D9FyXyIS1SKZJMZvJ5CaZg%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=AVxigLI6D%2F3jtn%2B94LWs3DnND3aj4VmSl8wSQFPPWkzM8yTLOlyubcCoh5HW%2BhL%2BcN%2B4KxxfAK78Bl4QhWaWDpwQDEcwkC7kHZJLaPSMnIJHbr7cCLv79Qv2M6MSTlgQ1fJc8b9b4Km7lSoPw8uH%2FxgmbgMsVxlSSzSovDWxy66jdrQatkSHlRVSzdqjfWeMRhlepIW9sEN6xymlZVeNuN74TA%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=AVxigLK9XljegjqzPSxglRO11ZBlBGeVES56YRcoTHWmRuXkdnPjYBWVBty2qKpgAboV90bu%2Fg8UZniAwQUHXYjPX0NOGYDuImG4BsBhJiKKaD7gN%2BIk1TzJKP906OUV6gdi%2FwzrMY37GV0jPH5Abhe0%2BsDInHREdMP0JYmxaoOKn4CsuNLST5k9rxn58%2B7r3%2FfQWMRKQIW9BbdUIA%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=AVxigLKaXVsj6dI2kePSPkhi2zIK8f1LX1izklScJufmx8Vjh%2FkXoJ5DxHhkIyaxF%2BTVCvjjykfS4l%2B0W8YyZvj3TecB5zcTM3e38%2BhJA%2FLHG%2BHOshtifU8iyLbOVNAJdWO5YRAuEnf2PukkvuhyW3Pcmd9sQcGm12riKqQw%2FVBcJvsE3dZaTP%2FKKPZIhlI8ZoA4a%2BLvUYzyKGYvTw%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=AVxigLLhYs15DKanvj5%2BFpaWMWtfk9QXQEfj9zIzEENUGTEtdecP5cTT9N11ZKJC0aSrj%2FJWjsK6u8i%2FTpqmV9vxAv2MN%2FF8NVJgy%2Ftn6%2F%2FZ%2BzStO%2Bi%2F343Qj7pURvWYlko1wJMjOHfyGw147zMCStIrleJKaUS98DfX2HHp3ipyKjoo1y3IQhY3GiqoRG0SHac1Pb%2F9eoOoJ8nrINBMwL4%2FDwc%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=AVxigLI52dxJgYfc4B5U1NGn7az1RsJHZNW%2F5uIz%2FaCQYcX0fC%2Fc%2BWVZoOIpbcjY0CHxoPuqzvmAXSxfSIbGna57ZwXZgQxQsA6m%2BeNha095m6%2F%2BecVmcV1A78LcGoIRuWc8fcOaTsxaBup%2BW5lrvMT2lcEEpXf64ybVmL%2BvYjZdxmDxoCQnuS1P%2FjB4d5zcdzlZJBDgnjm0zsoR9OacRTM%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=AVxigLJC3hXd6qIAZokXcta62pVYFZeC8j3pQgIDweEKwnkyv%2BIW3d2hjy%2FD4j7tp9kdylPxORGQ7d%2B2Ejk4cJFB7jWcOSuhD8VG%2FOeqoKOlW04o8p7hD4CyduDTY7Tl%2FY06l3SYI9ScK6bVAmG0WeikUp829gngH%2F6p6X5P%2FxN29yUdIa%2Fm1n%2FLayG0%2Bxrwuw3cZyv9yabF5PtNpgN%2BPxtYJVarsA%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=AVxigLKIN6Q44%2BWaDUFkHZ%2BbP7yFKL3IqsO7HVHGQqYpVyE5J0u1d6X01cB8vbceFH14cZnxw%2FQYAUUvtNwkzJhx1Ric2vPy%2BGodg2CIhHR%2BSsA9wJ8wimxm6xWbt9ZafdeGGETkoxervWt9SulGDefzZygLSmtfmkTlMm%2BBbc0TptS8wGWphN5%2BEmKfgKjxXCZDbbiBCavFVrGB5tmsPE0Fb8g7uKE%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=AVxigLKbBwxqQ89evdUZI6JMEPzx%2FeQxaCfY9JfTW5zIcxszyDDtmcgTxb6T53IemgkTlCEmTBPS2wMaMlDNdUHeOut3UDKqWOONsQjx3RFHstz6cKgyvIcpYBCnlbG3bMdTmebT7qhc1B40GSK0Y2fqkT1YjyNVCDdfFfuhojsWI1a8j%2BRHAQ3YAiYrO5yDMkz8LX2dosryn59tVUVQh2plvmw%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=AVxigLJovRGw7jJeQ%2BW5JFH9PhNHWBVJLA3zoPab0nc%2BgpB2mFsDhpJ%2BzPNeIAycbQXFMGlE%2Byw4PB5Srgcrso31YfEmqR3MoRycf%2BgAQvG%2FxOSudq9AD%2BfptbZv7F1N8%2BYFd3SEd7Ej3oKvl2zBl%2BBf4D5w3fwXsXwWhkBRBEbhPEd%2Fs17wT0ED%2FU75D1r6LQRy%2BFnCJnCLTGsIhzMDBQen9A%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=AVxigLI1g7nllUv6c%2Bw76PTwGkSOkUK905lGSVqQOi5LaVZ70UDkfHN2Yb%2FmFcgOsCHwMPU%2B2nb2Ui7587hxNjDRhVgQnKiD2l75%2Bl201IAb28BkZqdm4P773kKKQCjapLxR5LABX7dB6xVF40mMZaSXr43%2FFoWDUlC797cy5jnEeYLjY0eNS%2FW8ycfrsNabB2WiCe60zz1d39%2FVpzyGEJnsFs361THstdySWyHTr0ECh1KTUA%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=AVxigLITl%2FDyFDlPfPVYxDJEuRUvgxkp2Ar9j%2FjtUPU6v8%2FgOpwy4Fk4BDbAnMlZdFG%2BCHwLBjFzfLiayigM6BblY99ulYdjXKnR8iIESAYR6GAoe8IqETcdscXUPKsgS1aoCXlRFP%2B%2FiodZCoI9OMbxWCyud83uJXTFiHW0%2FzOMiEAwa3wjmTzNeAZXN%2F5Wz63q4rA07s368aPFGoPo1V808%2BX4&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=AVxigLIxAZ40vvVyICRe48M5TIDpUSp01soY3VWYeMYaMKZuieu5Rl4XrxJWRfzk8Xyg1%2BXqKIgdDxZAVYPABINeZdaWxwntZmonudghK1itc9w0v8%2BH1VdJerCTl4DaI0C28j3tyqNl2polPudIJY%2Bf7HTY6%2Fkz0npDOuuoWDbNY%2FCax1pry8tphgnAjzFtj2oa%2BFqCSfojIC18LFDg9jYyNaxCkA%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=AVxigLJNUNllpFRQtuepTQvxsiHo5FQ51E98T81B1qcc6af%2FVQb4DkpkilZTN0yo7Ncrg79io8P43Y%2BvzM%2BostYm0OIgRDo2O%2BnsXzqej8LXlY%2FxDshOf5pxJOtav2moAvogcIJ87wBahl9x5N6efUslTXgFx98dvfxBi3PYBXiar%2B3lOYlU0qDfRYH8M8BDKEG%2BQTMJICzWNed0UWD1CP%2FcbdYC98M94wc%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=AVxigLLBogJ8qVtUTukX89p09OsoFyYfq2y6vpW7secSGm3tJE0sd0NYbQAMFClmWrd52An4eRju9V7SrxwGMus5ta%2BUJlgkRVLJg%2FhCbyBDOQkcUGRwXOuTROIdN%2FbhvMJbeDYKVABDx6mp7hqVo0DV20k0NL5X7d5iHLwfDo2%2B2%2FDhy4SLAZWrmQavk6S6poIFFi20WqMocUGubKqwcthsjMQ%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=AVxigLLya3dwSh%2FcFyeA1pIeUVj5BcQ4wnyhPc%2B7NudaZJVZHxRCOlVUxZQ5C3c%2B%2Bnm5NBIWd0lr05nUXVK1zLSUqhRuQC6PiVHWOdn5LH1ctMd5xgwZasXUWLvcUblq0BidpZD%2B4p%2F%2B0spLTSlxRJN9ONhXX4Z5CONAQEUBI0w%2Bb7y5tRawL3n3M8m%2FPEpS9m339EQNNcWAunj%2B55g%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=AVxigLKpQgXociZygFXYrIxlXJ0qAy3Tq6dw%2FekbslaNLJRKnADoyGgKCmRTPjwuL7rQOcfQVXC4zf3SiuQtGff1%2FlyuRYfd00Z13IZVqJno%2FgND7PpNkWAnDoUyyxyf4zDi7H1alIUBOnjzjntzShk%2BUa8pFgZS%2BYMJcVj%2FzyfAZZpxVHalREakBbH43KAeNz4%2BGx2NQg%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=AVxigLJHsO3a6OQh%2FUYuppxDWfJND6uZAOjfOBo7nf066S3KPGl%2Bm19UmjxlRKe79eanGmUjR8Q6p0GF%2F%2BEvN66CVQw7hmWMVvBP94GC6ykKS3A5IRoj%2FIe1AAsWYjcPktbbMXX43uPgvHnhx56mvbAFgJqe6%2FRiXvRrGr1ozV6biffo%2FTzSPiQHmib3OAy8JziEZp7U&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=AVxigLLpOSl2FmnzTPafpzZhgDMi2t1xitvHh2jaIuwv%2BGT0EqtbJd9%2FljYw0kDINWWd3r4x8KO1aexJoFtg178uIWiTLPeqKA1pcVAhcDmHbIAzonKHMdwROLfrHbuDnLkg85zL%2BJb5f84LUY2PFAuzxvGioTxzAQEMX1J%2BtQ%2FFWBmsJ7z%2Bn2TZaxYuLjhdGCofSHbv0%2FPMN%2Bj%2FWQ%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=AVxigLKcSSjV7ItzZyRJMJbLFqkgAQNto5W6UP7%2BiqLOrJSbwzFlhWVHwHlFDzG%2BqiettzIX1WkcsZ4%2BkucssjQDapGqEj1QcKozxaJFdDZZO%2FoBEfB0vTNdv5AuuXlZdnkTFsFBmYt%2F6J3dpaoFPqhig0D2oIuoTvzqjnv7%2Bh3mHWLgvRj5iqobePbwHDK3wM5RGmTa9jxEXm6A1w7OmGh7chutaUj62T4%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=AVxigLLhr626lRDjMVRsIt97WCdE8MaBkoBzxru2ZrJwqgsJzPTesTNmqLprh8gYlmbeMKU43urg3LgAuJQT%2FkyQwVLHQjwmljkkDcjR6pmMVWYETNtdyRKUc%2F8buGuq%2BtXZCDE%2B6%2B8cUyPy4%2FO%2Brt5jefCk3id588ThJpJ95KKiDnT3iTSs0FOjAM6BjD0uy6CaBmMM2KIt70hfQIy6F9C3yNmcAEOq4wawpzs%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=AVxigLLd8OPlWxVC4rKWNo6SJIiNPFzn%2FGMIoA1r%2BDrTKa9tUuVX5cIaexkWjnzctiuc5kV%2BKiJaxdALKxGj0%2BHCpMPltk%2Bt56%2BG%2BIoJRkSVwzNG1qlcJFKx%2FGm2URE1eU8aohwC1pLC2iO0Gh8j9NGR6foqn%2B4qq6AA2ghkkTQ1Zu%2FL8hLDlm22q9GpKWmR5xLuC2rkf8CauFPB6g4ItikubPDSRZp47Sg%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=AVxigLLpOSl2FmnzTPafpzZhgDMi2t1xitvHh2jaIuwv%2BGT0EqtbJd9%2FljYw0kDINWWd3r4x8KO1aexJoFtg178uIWiTLPeqKA1pcVAhcDmHbIAzonKHMdwROLfrHbuDnLkg85zL%2BJb5f84LUY2PFAuzxvGioTxzAQEMX1J%2BtQ%2FFWBmsJ7z%2Bn2TZaxYuLjhdGCofSHbv0%2FPMN%2Bj%2FWQ%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=AVxigLJlnpOhltd2BUYTWegWhAZAuExECKx4iiQKOVCjEoDfhDc2p%2BsTge7f72rv%2FcMcEFnshVIrauyuevkFSEJ34dB8e9YQcBZuJTPicg5pj6K2g61jzEcw2EZyiazGQvT3io4JSwrSDqZ3xmd6vEMiziQV80RMZMxw0mUoaO98mifJDttSqHQgxMcln9C8dvNXW0G8mCOgyZA4%2B3AJvqQ%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=AVxigLLvGbHwJm%2B2iRxguCRcE%2B1Am0skiGtRH5U3Jxm%2BV9Rqtsg8d7vYCO%2FhNnMYTHHfRakGfXjTYNyBhvSMbkd8yD6Qtq414%2FwgpjjV7JaaQbeyfM9z%2FwWHbf4r%2F%2BoCABtnCgBIpdpWEGOJfXsFl5IEdyzoT65IigIZCmlLD6m3SBg9cA%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=AVxigLKaPFvzgMuEexg8I0Cfq0EzPVvic6B3dUZdYFvoIWXQ18%2BrCig5YQlQC5gN0%2BWf6%2BdTSi4s1fJBJLSdquf25EPhl4cO%2BSCpJUIUsGyQwgi26zmlD27X%2FAdCSEBfZoYhpUMyJiAKAx2tOK2yn%2F4S0U3tMZbbXD2nc7Kc%2Fsp4%2B7HwL6sWQ7sGAKyFm5vatg%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=AVxigLISbv53%2BqEq%2FKw8PI5AvasZEWY3zQEhruMMOas2YKzOKHJdjo78d3jSwTRMFo6szBl8Skdl%2F5ywdSluZ9PGTPZueXnwCKY0MMfod8Dyv2la2StHKU1vVs%2BFD%2FUp7bMcD%2BE5P97RbJDrl0RD%2FYITm6v04LnpRSEN8yso4vKh&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=AVxigLKS4Q33OAiLFT6OS%2B2RbDEL48rXJtGZ3uFnKP8wpS%2B24HqgkD4CGqC9K7KZRqw4fBP2eId3hOYCn4J13MHfUvb4G%2B%2BmmtFWI6b2cgXlxhcr3DLXT6zQDw%2BUEybsziiYcYJor132dtz5ryJcq%2BqBltxfQjU3f9s8nKjML7pumUO2CnhETSOA2wZTyg%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=AVxigLK6%2F%2Fwx%2B%2FS4i9LqQex3obMwScFGgxY4P%2Fa6UfuPheKHtSJzVOuH6ULvfXo0DZI2h1AdV5iPWfvkcvWFkSlf1lZYEd5UDw8OhFU6U39zm9PjoKQyah%2Bnh48psRBNmPjqZN%2BFMi3uNXs7mR5RNCojSiLGRAsSe1%2BD4aIHfqZSyN7XSQkkY1vr0xhr%2B3yLtYLWbLH9kXONFw%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=AVxigLKaliasSJXz5z2Lztg1qjhpPDXBv%2BuqZximVgQRXj1gOGULIkrU6CehHhh10JaVK1wATIjGzAY3r%2BEsHE0cDOKoj7r5k5TIdXpUTFbJ%2Bq%2FIq8yimkj9EVkQPZ%2BP0xF%2Fq2fmqhWCUk0i%2FU27Xt5Oq40vABBrdPxVFd6jl1ycYl6tTmhpIVkU6pQ%2BVg%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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLIpRVfsdxyiWBtGFJ3Y6OjN3ZeGtHklpoc%2F%2FyBLiBgqzu%2B3gX33GPAbxLFBPmQ2puvf93P%2FCqqw6kBC6RufVZyXLZPzs71zY0sJfevuw4aR8HzkJGRV4VybVHifC8zCfDqepOi3YyKk4I68lhQKJljQd78icuO7ggd%2F0B6p3xabgZBNez%2F5E3Fd4gtKHYU%2BfA%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=AVxigLLI2uClGE4rF6YZ0H1ZP6KU4qkHSCYPnyULXBL33VE9z2R4R98dGQSaEySzJ32AVVieND3J0oKLZqKV4M9lFCMUoiO87IcqyVNr4bWggt2cfY04D9FyXyIS1SKZJMZvJ5CaZg%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=AVxigLLI2uClGE4rF6YZ0H1ZP6KU4qkHSCYPnyULXBL33VE9z2R4R98dGQSaEySzJ32AVVieND3J0oKLZqKV4M9lFCMUoiO87IcqyVNr4bWggt2cfY04D9FyXyIS1SKZJMZvJ5CaZg%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=AVxigLI6D%2F3jtn%2B94LWs3DnND3aj4VmSl8wSQFPPWkzM8yTLOlyubcCoh5HW%2BhL%2BcN%2B4KxxfAK78Bl4QhWaWDpwQDEcwkC7kHZJLaPSMnIJHbr7cCLv79Qv2M6MSTlgQ1fJc8b9b4Km7lSoPw8uH%2FxgmbgMsVxlSSzSovDWxy66jdrQatkSHlRVSzdqjfWeMRhlepIW9sEN6xymlZVeNuN74TA%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=AVxigLK9XljegjqzPSxglRO11ZBlBGeVES56YRcoTHWmRuXkdnPjYBWVBty2qKpgAboV90bu%2Fg8UZniAwQUHXYjPX0NOGYDuImG4BsBhJiKKaD7gN%2BIk1TzJKP906OUV6gdi%2FwzrMY37GV0jPH5Abhe0%2BsDInHREdMP0JYmxaoOKn4CsuNLST5k9rxn58%2B7r3%2FfQWMRKQIW9BbdUIA%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=AVxigLKaXVsj6dI2kePSPkhi2zIK8f1LX1izklScJufmx8Vjh%2FkXoJ5DxHhkIyaxF%2BTVCvjjykfS4l%2B0W8YyZvj3TecB5zcTM3e38%2BhJA%2FLHG%2BHOshtifU8iyLbOVNAJdWO5YRAuEnf2PukkvuhyW3Pcmd9sQcGm12riKqQw%2FVBcJvsE3dZaTP%2FKKPZIhlI8ZoA4a%2BLvUYzyKGYvTw%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=AVxigLLhYs15DKanvj5%2BFpaWMWtfk9QXQEfj9zIzEENUGTEtdecP5cTT9N11ZKJC0aSrj%2FJWjsK6u8i%2FTpqmV9vxAv2MN%2FF8NVJgy%2Ftn6%2F%2FZ%2BzStO%2Bi%2F343Qj7pURvWYlko1wJMjOHfyGw147zMCStIrleJKaUS98DfX2HHp3ipyKjoo1y3IQhY3GiqoRG0SHac1Pb%2F9eoOoJ8nrINBMwL4%2FDwc%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=AVxigLI52dxJgYfc4B5U1NGn7az1RsJHZNW%2F5uIz%2FaCQYcX0fC%2Fc%2BWVZoOIpbcjY0CHxoPuqzvmAXSxfSIbGna57ZwXZgQxQsA6m%2BeNha095m6%2F%2BecVmcV1A78LcGoIRuWc8fcOaTsxaBup%2BW5lrvMT2lcEEpXf64ybVmL%2BvYjZdxmDxoCQnuS1P%2FjB4d5zcdzlZJBDgnjm0zsoR9OacRTM%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=AVxigLJC3hXd6qIAZokXcta62pVYFZeC8j3pQgIDweEKwnkyv%2BIW3d2hjy%2FD4j7tp9kdylPxORGQ7d%2B2Ejk4cJFB7jWcOSuhD8VG%2FOeqoKOlW04o8p7hD4CyduDTY7Tl%2FY06l3SYI9ScK6bVAmG0WeikUp829gngH%2F6p6X5P%2FxN29yUdIa%2Fm1n%2FLayG0%2Bxrwuw3cZyv9yabF5PtNpgN%2BPxtYJVarsA%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=AVxigLKIN6Q44%2BWaDUFkHZ%2BbP7yFKL3IqsO7HVHGQqYpVyE5J0u1d6X01cB8vbceFH14cZnxw%2FQYAUUvtNwkzJhx1Ric2vPy%2BGodg2CIhHR%2BSsA9wJ8wimxm6xWbt9ZafdeGGETkoxervWt9SulGDefzZygLSmtfmkTlMm%2BBbc0TptS8wGWphN5%2BEmKfgKjxXCZDbbiBCavFVrGB5tmsPE0Fb8g7uKE%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=AVxigLKbBwxqQ89evdUZI6JMEPzx%2FeQxaCfY9JfTW5zIcxszyDDtmcgTxb6T53IemgkTlCEmTBPS2wMaMlDNdUHeOut3UDKqWOONsQjx3RFHstz6cKgyvIcpYBCnlbG3bMdTmebT7qhc1B40GSK0Y2fqkT1YjyNVCDdfFfuhojsWI1a8j%2BRHAQ3YAiYrO5yDMkz8LX2dosryn59tVUVQh2plvmw%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=AVxigLJovRGw7jJeQ%2BW5JFH9PhNHWBVJLA3zoPab0nc%2BgpB2mFsDhpJ%2BzPNeIAycbQXFMGlE%2Byw4PB5Srgcrso31YfEmqR3MoRycf%2BgAQvG%2FxOSudq9AD%2BfptbZv7F1N8%2BYFd3SEd7Ej3oKvl2zBl%2BBf4D5w3fwXsXwWhkBRBEbhPEd%2Fs17wT0ED%2FU75D1r6LQRy%2BFnCJnCLTGsIhzMDBQen9A%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=AVxigLI1g7nllUv6c%2Bw76PTwGkSOkUK905lGSVqQOi5LaVZ70UDkfHN2Yb%2FmFcgOsCHwMPU%2B2nb2Ui7587hxNjDRhVgQnKiD2l75%2Bl201IAb28BkZqdm4P773kKKQCjapLxR5LABX7dB6xVF40mMZaSXr43%2FFoWDUlC797cy5jnEeYLjY0eNS%2FW8ycfrsNabB2WiCe60zz1d39%2FVpzyGEJnsFs361THstdySWyHTr0ECh1KTUA%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=AVxigLITl%2FDyFDlPfPVYxDJEuRUvgxkp2Ar9j%2FjtUPU6v8%2FgOpwy4Fk4BDbAnMlZdFG%2BCHwLBjFzfLiayigM6BblY99ulYdjXKnR8iIESAYR6GAoe8IqETcdscXUPKsgS1aoCXlRFP%2B%2FiodZCoI9OMbxWCyud83uJXTFiHW0%2FzOMiEAwa3wjmTzNeAZXN%2F5Wz63q4rA07s368aPFGoPo1V808%2BX4&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=AVxigLIxAZ40vvVyICRe48M5TIDpUSp01soY3VWYeMYaMKZuieu5Rl4XrxJWRfzk8Xyg1%2BXqKIgdDxZAVYPABINeZdaWxwntZmonudghK1itc9w0v8%2BH1VdJerCTl4DaI0C28j3tyqNl2polPudIJY%2Bf7HTY6%2Fkz0npDOuuoWDbNY%2FCax1pry8tphgnAjzFtj2oa%2BFqCSfojIC18LFDg9jYyNaxCkA%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=AVxigLJNUNllpFRQtuepTQvxsiHo5FQ51E98T81B1qcc6af%2FVQb4DkpkilZTN0yo7Ncrg79io8P43Y%2BvzM%2BostYm0OIgRDo2O%2BnsXzqej8LXlY%2FxDshOf5pxJOtav2moAvogcIJ87wBahl9x5N6efUslTXgFx98dvfxBi3PYBXiar%2B3lOYlU0qDfRYH8M8BDKEG%2BQTMJICzWNed0UWD1CP%2FcbdYC98M94wc%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=AVxigLLBogJ8qVtUTukX89p09OsoFyYfq2y6vpW7secSGm3tJE0sd0NYbQAMFClmWrd52An4eRju9V7SrxwGMus5ta%2BUJlgkRVLJg%2FhCbyBDOQkcUGRwXOuTROIdN%2FbhvMJbeDYKVABDx6mp7hqVo0DV20k0NL5X7d5iHLwfDo2%2B2%2FDhy4SLAZWrmQavk6S6poIFFi20WqMocUGubKqwcthsjMQ%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=AVxigLLya3dwSh%2FcFyeA1pIeUVj5BcQ4wnyhPc%2B7NudaZJVZHxRCOlVUxZQ5C3c%2B%2Bnm5NBIWd0lr05nUXVK1zLSUqhRuQC6PiVHWOdn5LH1ctMd5xgwZasXUWLvcUblq0BidpZD%2B4p%2F%2B0spLTSlxRJN9ONhXX4Z5CONAQEUBI0w%2Bb7y5tRawL3n3M8m%2FPEpS9m339EQNNcWAunj%2B55g%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=AVxigLKpQgXociZygFXYrIxlXJ0qAy3Tq6dw%2FekbslaNLJRKnADoyGgKCmRTPjwuL7rQOcfQVXC4zf3SiuQtGff1%2FlyuRYfd00Z13IZVqJno%2FgND7PpNkWAnDoUyyxyf4zDi7H1alIUBOnjzjntzShk%2BUa8pFgZS%2BYMJcVj%2FzyfAZZpxVHalREakBbH43KAeNz4%2BGx2NQg%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=AVxigLJHsO3a6OQh%2FUYuppxDWfJND6uZAOjfOBo7nf066S3KPGl%2Bm19UmjxlRKe79eanGmUjR8Q6p0GF%2F%2BEvN66CVQw7hmWMVvBP94GC6ykKS3A5IRoj%2FIe1AAsWYjcPktbbMXX43uPgvHnhx56mvbAFgJqe6%2FRiXvRrGr1ozV6biffo%2FTzSPiQHmib3OAy8JziEZp7U&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=AVxigLLpOSl2FmnzTPafpzZhgDMi2t1xitvHh2jaIuwv%2BGT0EqtbJd9%2FljYw0kDINWWd3r4x8KO1aexJoFtg178uIWiTLPeqKA1pcVAhcDmHbIAzonKHMdwROLfrHbuDnLkg85zL%2BJb5f84LUY2PFAuzxvGioTxzAQEMX1J%2BtQ%2FFWBmsJ7z%2Bn2TZaxYuLjhdGCofSHbv0%2FPMN%2Bj%2FWQ%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=AVxigLKcSSjV7ItzZyRJMJbLFqkgAQNto5W6UP7%2BiqLOrJSbwzFlhWVHwHlFDzG%2BqiettzIX1WkcsZ4%2BkucssjQDapGqEj1QcKozxaJFdDZZO%2FoBEfB0vTNdv5AuuXlZdnkTFsFBmYt%2F6J3dpaoFPqhig0D2oIuoTvzqjnv7%2Bh3mHWLgvRj5iqobePbwHDK3wM5RGmTa9jxEXm6A1w7OmGh7chutaUj62T4%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=AVxigLLhr626lRDjMVRsIt97WCdE8MaBkoBzxru2ZrJwqgsJzPTesTNmqLprh8gYlmbeMKU43urg3LgAuJQT%2FkyQwVLHQjwmljkkDcjR6pmMVWYETNtdyRKUc%2F8buGuq%2BtXZCDE%2B6%2B8cUyPy4%2FO%2Brt5jefCk3id588ThJpJ95KKiDnT3iTSs0FOjAM6BjD0uy6CaBmMM2KIt70hfQIy6F9C3yNmcAEOq4wawpzs%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=AVxigLLd8OPlWxVC4rKWNo6SJIiNPFzn%2FGMIoA1r%2BDrTKa9tUuVX5cIaexkWjnzctiuc5kV%2BKiJaxdALKxGj0%2BHCpMPltk%2Bt56%2BG%2BIoJRkSVwzNG1qlcJFKx%2FGm2URE1eU8aohwC1pLC2iO0Gh8j9NGR6foqn%2B4qq6AA2ghkkTQ1Zu%2FL8hLDlm22q9GpKWmR5xLuC2rkf8CauFPB6g4ItikubPDSRZp47Sg%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=AVxigLLpOSl2FmnzTPafpzZhgDMi2t1xitvHh2jaIuwv%2BGT0EqtbJd9%2FljYw0kDINWWd3r4x8KO1aexJoFtg178uIWiTLPeqKA1pcVAhcDmHbIAzonKHMdwROLfrHbuDnLkg85zL%2BJb5f84LUY2PFAuzxvGioTxzAQEMX1J%2BtQ%2FFWBmsJ7z%2Bn2TZaxYuLjhdGCofSHbv0%2FPMN%2Bj%2FWQ%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=AVxigLJlnpOhltd2BUYTWegWhAZAuExECKx4iiQKOVCjEoDfhDc2p%2BsTge7f72rv%2FcMcEFnshVIrauyuevkFSEJ34dB8e9YQcBZuJTPicg5pj6K2g61jzEcw2EZyiazGQvT3io4JSwrSDqZ3xmd6vEMiziQV80RMZMxw0mUoaO98mifJDttSqHQgxMcln9C8dvNXW0G8mCOgyZA4%2B3AJvqQ%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=AVxigLLvGbHwJm%2B2iRxguCRcE%2B1Am0skiGtRH5U3Jxm%2BV9Rqtsg8d7vYCO%2FhNnMYTHHfRakGfXjTYNyBhvSMbkd8yD6Qtq414%2FwgpjjV7JaaQbeyfM9z%2FwWHbf4r%2F%2BoCABtnCgBIpdpWEGOJfXsFl5IEdyzoT65IigIZCmlLD6m3SBg9cA%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=AVxigLKaPFvzgMuEexg8I0Cfq0EzPVvic6B3dUZdYFvoIWXQ18%2BrCig5YQlQC5gN0%2BWf6%2BdTSi4s1fJBJLSdquf25EPhl4cO%2BSCpJUIUsGyQwgi26zmlD27X%2FAdCSEBfZoYhpUMyJiAKAx2tOK2yn%2F4S0U3tMZbbXD2nc7Kc%2Fsp4%2B7HwL6sWQ7sGAKyFm5vatg%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=AVxigLISbv53%2BqEq%2FKw8PI5AvasZEWY3zQEhruMMOas2YKzOKHJdjo78d3jSwTRMFo6szBl8Skdl%2F5ywdSluZ9PGTPZueXnwCKY0MMfod8Dyv2la2StHKU1vVs%2BFD%2FUp7bMcD%2BE5P97RbJDrl0RD%2FYITm6v04LnpRSEN8yso4vKh&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=AVxigLKS4Q33OAiLFT6OS%2B2RbDEL48rXJtGZ3uFnKP8wpS%2B24HqgkD4CGqC9K7KZRqw4fBP2eId3hOYCn4J13MHfUvb4G%2B%2BmmtFWI6b2cgXlxhcr3DLXT6zQDw%2BUEybsziiYcYJor132dtz5ryJcq%2BqBltxfQjU3f9s8nKjML7pumUO2CnhETSOA2wZTyg%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=AVxigLK6%2F%2Fwx%2B%2FS4i9LqQex3obMwScFGgxY4P%2Fa6UfuPheKHtSJzVOuH6ULvfXo0DZI2h1AdV5iPWfvkcvWFkSlf1lZYEd5UDw8OhFU6U39zm9PjoKQyah%2Bnh48psRBNmPjqZN%2BFMi3uNXs7mR5RNCojSiLGRAsSe1%2BD4aIHfqZSyN7XSQkkY1vr0xhr%2B3yLtYLWbLH9kXONFw%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=AVxigLKaliasSJXz5z2Lztg1qjhpPDXBv%2BuqZximVgQRXj1gOGULIkrU6CehHhh10JaVK1wATIjGzAY3r%2BEsHE0cDOKoj7r5k5TIdXpUTFbJ%2Bq%2FIq8yimkj9EVkQPZ%2BP0xF%2Fq2fmqhWCUk0i%2FU27Xt5Oq40vABBrdPxVFd6jl1ycYl6tTmhpIVkU6pQ%2BVg%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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLKEGooeJlK8dgmZ2qajnrSnyU4Ze9GSJWvVAln0SJO1Iq5jBmuUfQ2C3EZKDMJlhiJyXUDm%2FOy42W%2BSSdRcCqj36yg%2BuyrAVJyRqiHOpSVnWI4YbMNHYiAOAa%2BXuYIP%2B%2BLi3JgJrJdYQX3MynMs%2FmINVUG9Ib44Yhc9RkOIqsWYmg%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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&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=AVxigLInNlbnFaiEfqfDXjJbMN1TJ5ubUrwC2%2BxVE1HwfGF9GSC7FmrtphYLTPSM6ywMePheeTcmrSSSWr%2Bwx1Nd0fb6bIt%2FAsyg%2BkhZyVrcfiwyuD6KrjyeUtdwymbdW77RtcoK6Nlh3rGy0ErgkXEGn5ojmQotglYwQc%2F%2FT3V8pxmc&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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Blogs

# What is iPaaS? Understanding Integration Platform-as-a-Service

 Jared Oken, 23 January 2025

What is iPaaS: A Guide | Rayven

14:18

The advent of Industry 4.0 has brought along with it a diverse range of connected industry technologies. Today, industries across the globe are investing in strategic digital transformation initiatives to ensure that their digital assets are primed to not only provide a strong return on investment, but also to help their organisations scale up over this new industrial age.

For organisations that are looking to keep themselves agile and thus, more sustainably scalable, cloud-based integration has naturally become a paramount investment, namely because less on-site infrastructure means:

- Fewer technological assets to maintain
- More operational space on your company premises
- Real-time data collection and streamlined cloud storage for historical data.

This is also where centralised [iPaaS solutions](https://www.rayven.io/ipaas) have come into play as a foundational tech asset for digital-ready enterprises. There is a growing need for integration between on-premise and cloud-based applications, as well as the rise in data-driven decision-making. With a tailored iPaaS , your enterprise can establish a robust network of connected technologies and data integration tools, ensuring that you can harvest dynamic data insights that revolutionise your business development strategising as well as your daily to monthly to quarterly and FY reporting.

Today, we’ll be outlining what iPaaS actually is, alongside providing an in-depth overview of how Integration Platform as a Service solutions are implemented, used, and adapted to suit the evolving [data management](https://www.rayven.io/data-management), existing API management solutions, and operational reporting and record-keeping procedures across all digitising industries.

## What is iPaaS?

In the simplest terms, Integration Platform as a Service (iPaaS) refers to a suite of cloud-based, data integration tools that are designed to communicate across different IT environments. This interconnectivity allows enterprises to connect various cloud-based and on-site premise applications, enabling improved data flow and simplifying the process of system integration.

### Key features of iPaaS:

- [**Automation**](https://www.rayven.io/control-automation):** **the ability to establish and optimise dynamic workflows across connected technologies positions iPaaS to be integral to business automation investments.
- **Scalability: **as iPaaS are effectively an application integration service, all the individual technologies and tools that comprise a network are basically modular components. This means that with an iPaaS solution, you can add and remove tools at your own will and enjoy data and tech infrastructure that evolves right alongside your business.
- **Low/No-Code Interfaces: **intuitive iPaaS (like [Rayven](https://www.rayven.io/ipaas)) provide low- and no-code user interfaces to support the modularity or scalability of your ecosystem. With Rayven’s easy-to-use interface, users can basically click and drag network components to optimise their workflows in real-time.
- **Organised Ecosystems: **the foremost benefit of iPaaS in a rapidly digitising world is the ability to establish and maintain a fully tailored network of cloud-based solutions and connected technologies. By providing a holistic and easily navigable platform for monitoring and maintaining these connected technologies, iPaaS solutions effectively combat SaaS sprawl, ensuring Industry 4.0 enterprises can enjoy more organised, cohesive digital ecosystems.

## How iPaaS Platforms Work.

As iPaaS are by nature, tailored to address the operational objectives of individual enterprises, there really isn’t any ‘out-of-the-box’ iPaaS offering available - which is a good thing, because all organisations have their own unique IT infrastructure anyway. iPaaS solutions aren’t designed to make your network uniform, but rather more intuitive.

To achieve this improved usability, iPaaS platforms are inherently designed to accommodate a range of integrations, including app-to-app interactions, data harvesting and storage, event streams, B2B integrations, and a diverse variety of other [custom integrations](https://www.rayven.io/custom-integrations).

Given the sheer customisation potential of iPaaS, the best way to explain how iPaaS solutions work is to first understand the unique workflow of an iPaaS platform, from connection building to data exchange. Using Rayven's [Workflow Builder](https://www.rayven.io/workflow-automation-software), our iPaaS platform can be designed with precision to develop tailored custom workflows, thresholds and triggers for real-time alerts, and even to develop protocols for data collection, reporting, and [data transformation](https://www.rayven.io/data-transformation-tool).

In other words, the more thorough and strategic your objectives are when implementing your iPaaS, the more informed your solution designs are likely to be, and by extension, you can expect your fully integrated solution to be more effective and impactful as well.

And what if your iPaaS needs some finetuning even after implementation? Thanks to the advanced scalability of our platform and its no-code interface, adjusting your workflows is as easy as clicking and dragging components until you’ve achieved the most optimal process architecture. The real-time data analytics features will then be able to provide you with all the contextual insights you need to determine whether your iPaaS and its infrastructure could be further optimised.

## Key Benefits of its of iPaaS.

### Streamlined Integration.

iPaaS reduces the complexity of managing multiple integrations and custom APIs by absorbing all standalone processes into a single holistic workflow. With universal integration and [generative AI](https://www.rayven.io/genai) capabilities for more dynamic real-time data insights derived from various connected technologies, iPaaS solutions also have the potential to effectively optimise themselves, making them just as easy to enhance as they are to establish.

### Scalability.

The low- or no-code interface of iPaaS platforms makes it easy for users across all departments to revise automated workflows to improve efficiency. The modular configuration of iPaaS networks also allows users to easily add new devices, users, and workflows when they’re required. In this sense, iPaaS platforms can grow with your business, integrating additional services as they’re required.

### Cost Efficiency.

As iPaaS is designed to be a cloud-based integration solution, enterprises can ultimately reduce costs related to IT overhead, maintenance, and manual integrations. And if you do require some on-site infrastructure to support connected technologies, the universal compatibility of iPaaS solutions supports the development of hybrid cloud integrations as well.

### Speed to Market.

With Rayven's [White Label Solutions](https://www.rayven.io/white-label-app), your iPaaS solutions can be designed expressly to accelerate time-to-value for new applications and services, ensuring that your enterprise can rapidly implement and scale technological ecosystems and the digital workflows that they support. This speedy implementation also ensures that your iPaaS infrastructure can easily provide a prompt and robust return on investment, helping your enterprise retain its digital transformation budget to accommodate sustainable future growth.

## Key Use Cases of iPaaS Technology.

iPaaS solutions are utilised across a wide range of industries and industrial contexts. These are just some of the most commonly observed applications of iPaaS technology today.

### ERP Systems.

As Enterprise Resource Planning solutions are already integrated by design, iPaaS technology has demonstrated great capability of improving the accessibility and efficiency of ERP solutions, providing dynamic segmentation and cross-referential abilities for monitoring and comparing separate organisational departments and resources (i.e. financial management, HR, sales performance, [supply chain management](https://www.rayven.io/iot-solutions/ai-powered-supply-chain-tracking), CRMs, etc.).

### Marketing SaaS Solutions.

Campaign performance monitoring for digital marketers includes a range of individual yet interrelated metrics (i.e. Google ads, social media ads, social media engagement metrics, website SEO performance, EDM performance, etc.). With iPaaS solutions, digital marketing agencies can maintain [dynamic reporting](https://www.rayven.io/dynamic-report) processes that provide a cohesive overview of multi-platform campaigns and allow for more intricate insights to aid in campaign improvements.

### CRM Solutions.

The benefits of iPaaS as they relate to Customer Relationship Management software are positioned to transform not only traditional B2C businesses (i.e. retail, ecommerce, etc.), but also other industries that require robust client data management, like healthcare and financial services. 

### IoT Data.

At Rayven, our [industrial IoT platform](https://www.rayven.io/iot-platform) utilises iPaaS technologies to provide an all-in-one, bidirectional performance and monitoring solution that integrates all industrial IoT technologies – even across multiple worksites. The capabilities of these integrated IoT platforms provide unique optimisation benefits across a range of industries, including:

- Healthcare (Patient and Clinic Technology)
- [Manufacturing Line Optimisation](https://www.rayven.io/case-study/manufacturing-line-iot-solution) 
- [Agriculture Performance](https://www.rayven.io/iot-solutions/farm-monitoring-solutions)
- Commercial Leasing ([Smart Building Monitoring](https://www.rayven.io/iot-solutions/smart-buildings))
- Conservation Projects (Environmental and [Biodiversity Monitoring](https://www.rayven.io/iot-solutions/biodiversity-monitoring-solution))

## A Closer Look at Some of Our iPaaS Case Studies.

Alongside supporting performance in industrial environments that are already utilising large data sets and can thus benefit from improved, real-time data insights, iPaaS solutions are revolutionising an array of other industries in novel ways. Through collecting and analysing dynamic data sets to better identify correlations and ultimately pinpoint optimisation opportunities with greater efficiency and accuracy, iPaaS data integration tools provide more than just cost benefits.

The opportunity to reduce resource consumption and operational waste have also made iPaaS solutions a highly lucrative investment for industries and organisations concerned with [monitoring environmental metrics](https://www.rayven.io/iot-solutions/environmental-monitoring).

Examples of these iPaaS applications for environmental monitoring can be seen across our diverse catalogue of [case studies](https://www.rayven.io/case-study), all of which showcase their own unique challenges, solutions and measurable outcomes. 

#### iPaaS in Farming Automation Solutions.

Australia’s agricultural industry has grown from strength to strength over the last century, however the ongoing climate crisis has come to threaten the output of Aussie farms. [Labour shortages](https://www.agriculture.gov.au/abares/research-topics/agricultural-workforce/labour-use/2022) also continue to be a major productivity obstacle for farmers. This is where [farming automation solutions](https://www.rayven.io/case-study/farming-automation-iot-solution) aid in filling in the gaps. 

With connected farm automation technologies and centralised monitoring platforms, farmers can automate a wide range of farming operations (i.e. seeding, harvesting, fertilising, land surveying, etc.), and integrate precision agricultural methodologies driven by real-time data harvesting and advanced performance analytics. By alleviating labour gaps and providing unique insights into soil conditions, water and resource consumption, and harvest yields, Rayven’s iPaaS capabilities have supported Australian farmers in keeping their operations streamlined, sustainable, and scalable to adapt to Industry 4.0 trends and accounting for evolving climate conditions.

#### Solar Analytics – Condition & Performance Monitoring.

Solar is rapidly growing in Australia thanks in part to our sheer availability of land plots ideally situated for maximised solar exposure. However, the increased requirement for on-site monitoring of operation and maintenance processes has proven itself to be a barrier in the development of solar farms and facilities in regional locations.

To address these industry-specific issues, our team at Rayven developed a [solar monitoring iPaaS solution](https://www.rayven.io/case-study/solar-monitoring-iot-solution) that integrates IoT sensor technologies to monitor weather conditions, solar exposure, photovoltaic energy harvesting, and even solar equipment performance. These data sets are collected and interpreted within our solar solution to support the remote monitoring of vital operational equipment, and allow solar facility workers and managers with predictive analytics capabilities that aid in accurately estimating solar yields and facility efficiency to better identify potential optimisation opportunities. 

#### Waste Water Condition Monitoring.

[Sustainability reporting](https://www.rayven.io/iot-solutions/sustainability-reporting) has become a foremost priority for future-oriented organisations with internal sustainable development goals. There are, however, some facilities that will always maintain higher than average energy consumption rates due to the sheer volume of processing and their multifaceted production processes. This includes [recycling plants](https://www.rayven.io/case-study/recycling-plant-iot-solution) and wastewater processing. 

To accommodate these higher capacity energy monitoring requirements, our [wastewater management solutions](https://www.rayven.io/case-study/wastewater-facility-iot-solution) were expressly designed to collect energy consumption data in relation to energy pricing, as well as water flow rates and equipment monitoring to provide data-driven predictive maintenance capabilities. These features allow for proactive water pump failure detections and other operational concerns that if left unchecked, may result in disruptions to customers and potential liabilities and financial loss incurred by water treatment facilities.

Through developing an iPaaS solution tailored to the unique requirements of waste water condition monitoring and treatment plants, Rayven integration as a service solutions are supporting Australian water facilities and their communities in maintaining plant productivity and reliability.

## Integrate your Assets in Real-Time with Rayven’s Versatile iPaaS capabilities.

Rayven is a complete, [all-in-one platform](https://www.rayven.io/rayven-platform) that delivers not just integration, but data management, BI, AI, IoT, application development capabilities - and more - all for a single, low price.

If you’d like to learn more about Rayven's unrivalled, real-time and universal [iPaaS](https://www.rayven.io/ipaas) capabilities, [make an enquiry](https://www.rayven.io/contact) and speak directly with one of our experts. 

#### Tags

[Blogs](https://www.rayven.io/blog/tag/blogs) [Comparative Analysis](https://www.rayven.io/blog/tag/comparative-analysis) [Media Coverage](https://www.rayven.io/blog/tag/media-coverage) [Brochures + eBooks](https://www.rayven.io/blog/tag/brochures-ebooks)

#### Author

Jared Oken

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### Explore further related content:

<https://www.rayven.io/blog/how-to-implement-real-time-monitoring-of-industrial-hvac-and-the-technologies-you-need>

Blogs

## [How to implement industrial HVAC real-time monitoring and the technologies you will need](https://www.rayven.io/blog/how-to-implement-real-time-monitoring-of-industrial-hvac-and-the-technologies-you-need)

 The Internet of Things (IoT), Machine Learning (ML), and Artificial Intelligence (AI) are transforming the way industrial HVAC systems are managed in facilities. By...[Read More](https://www.rayven.io/blog/how-to-implement-real-time-monitoring-of-industrial-hvac-and-the-technologies-you-need)

<https://www.rayven.io/blog/scaling-industrial-iot-with-flexibility-from-single-use-to-multi-purpose-platforms>

Blogs

## [Scaling Industrial IoT with Flexibility: From Single Use to Multi-Purpose Platforms](https://www.rayven.io/blog/scaling-industrial-iot-with-flexibility-from-single-use-to-multi-purpose-platforms)

 In the dynamic arena of industrial IoT and IoT platforms more broadly, scalability and flexibility are not just advantageous; they are essential. As businesses evolve...[Read More](https://www.rayven.io/blog/scaling-industrial-iot-with-flexibility-from-single-use-to-multi-purpose-platforms)

<https://www.rayven.io/blog/what-is-machine-learning-and-whats-needed-to-make-it-work>

Blogs

## [What is machine learning and what's needed to make it work?](https://www.rayven.io/blog/what-is-machine-learning-and-whats-needed-to-make-it-work)

 Machine learning (ML) is a subset of artificial intelligence (AI) that allows computers to learn and make predictions without being explicitly programmed.[Read More](https://www.rayven.io/blog/what-is-machine-learning-and-whats-needed-to-make-it-work)

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