---
title: Data Lake Integration | Rayven
description: Rayven connects every data lake to real-time OT, IoT and operational systems, making lake data AI-ready. 1,228+ connectors. Australian-built.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLkCrGvJ3jCTKOqtF8BeScz%2Bc8uGjmhZcXc3GC%2F6%2B0f%2BSbdEBCimug8RxoDyPOBXO6k8GVS%2FRGtqEI5NVV1TMnlhkXGeEDw9ZcA1AHtmQ5BZtnvCS3GiP0c3rRiZydnook2rA%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=AVxigLLkCrGvJ3jCTKOqtF8BeScz%2Bc8uGjmhZcXc3GC%2F6%2B0f%2BSbdEBCimug8RxoDyPOBXO6k8GVS%2FRGtqEI5NVV1TMnlhkXGeEDw9ZcA1AHtmQ5BZtnvCS3GiP0c3rRiZydnook2rA%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=AVxigLKtYe%2BaVbOvpz1Cd9fJUE%2BxGU3TroSDqAQgKYVmvE9F2H8vrNoBUIYFWLZzzreQyRs9%2FzT%2F3lNHavshm8WNE1y%2FlqZC%2B%2B%2BOdDX3%2B%2BbEEWh2TovQ5eTp0PoTHl8EJXaQhbq3kfYf5MBe%2BR7by%2B9BFE204ZnPWf4k6hOCYaCGKv0RXiTGvNBbWI4ScGASJDOw21t2DjIFQws5MMQWETKlhg%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=AVxigLLiF2Z9nhW4GUxcTHKM2h%2B1eluZp2%2BpTUIbS%2F9VZpn1yFWnu0bhTccWdIksVUl2LRiMwbgMs6maapp8b66cFDDAl3jqK%2BaL1N7U9%2F9YSWft4rAYH1Bny3q%2FtI3CGkaM8l5cLgNd2UyhKbKU0JZ4uQM4LSVoRM%2FyvM8BcZ0cRR4%2BpNPwzyLzATAIxjQc%2BOYJUkDqRp%2B0xvlyBw%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=AVxigLKSNx37n0eI4dst6N9CiJamV6ibYPenkhkc61NL3p0mIlva4Ccd6t%2FLx9EOd%2BNZJUOftymKN0OUauKqAXKS4KDGR02rqvANddCyTVKsxRZnx3bJes2GKNOAuhmny%2Fy%2BAs%2BMIHaI9ipMXhBjaoS%2BkWDM45A0TwL%2FTkpXQQEux2mx8nNhyi2y7sorqfJ%2F9BuEn6Rb1Av4WN1BQQ%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=AVxigLIzBclLnZhWgq9%2B%2FSwj%2FfsrXD31AMtpjZQqJXVFulS26be0eNvzhvj21mTUGpeMBBLJ3mUSFfzn5gHDvZtkC9PS4tJSQMdGCNX0EEZCampyuaiMJnXTu5dw2xK0FxysqUlFt%2B%2BV3yIWVjIIGIbDqL7tpl%2F160IDJPqqbm6G2qG0QBU3OCBxIveXPMYbtoa1ip3ZHMr40SE3Nf1yEbhHSf0%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=AVxigLJ5le4%2BiKus7TIkdti9bsBWZpEkqM3RGQykLpwRZIDnNLOpXQxszDWMpFIjCF0Ay10dscoVgP3w%2FUqjVJ9QvtkvlHf1zDrr2JGrIziEMHx2UvjbofDRMZT6PdabKQH7Jdf1ZljUcHHwmj2dPTG2ZNGKBZS1rU5aAv7Pwpdg5oqI479n%2FXCIPFG%2Fnhdg%2FxwWtNwlHdqem8CNx0IYnz8%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=AVxigLJjUISc4mzHvcf0ttGME8nv6oTdyFu3%2BH6h5XCrK2HSGtWL07cy4tDABjRaW5F43ZMpoxC97zP3pOeuaUo02C8blX8KrH8qoL9haAH2Y%2BPrIfAMQ2F4W23333qVK2qC3IjdbIGnfjl4NUqPYZyDCo%2B9JqL1AeHRTR86QzG3m7Ij0cbJceiZ%2FUXjt06bcjzQO5o%2FsSjj%2BZvcoK0iENjkrF9DIQ%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=AVxigLLraeo9QDSFLQMlPzJKgDVmXoPTq4VLIsCRrn20Ws8KgrlRh1ZYIHtKZHquvb0tqgtboxTUu8gt8V3Qzky0hsuck%2FWbt7qrIS5qgKCKs0%2FoYtolyNsjC1kqda1BBEmJBAMeUpsFgu3QlfKyzL9AlQaKAjMDDXVClfqwr6bYUJLZzKhiNryj46DLhg2EZVLVa0VaBmOxSGEyjMF%2FOlSgelhAOg4%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=AVxigLIkCaO%2B3xA68q4Nbb93k2s8XHxVQ2JXRguJM8sW3cwfEAAo6%2BP5hflTTmGIM%2FkftRjikBtQ49A1acGpk8hhr%2FoSdXZAVELBx8r88j1ObmALi82GunSs5Yp6BYj5x9PUPYopPgOAeutS8wVAh5v%2FU0HFQoa60mgXLQu9YUFeRDwES9oO0lQEk2wmgKUZHOPMynoFp5YFbEljqxl7fnTygaU%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=AVxigLJu1y79IVgaYEVwqtP4TVXTJhsnNLAKU25NbyBrTcVHjD82ySdy6xrkW9k1Fq0JIPO0JFK6Amy1bptu8eSug%2Fmwle%2Fz151B80IgneGazINEF5z1FfIHNlVY95o1RjqjrAYFugiu16IiAaJMlbb1C4tbBhIvKQYS6h9sE3hBnsIz9JMzyDwQCuw0PbeRMwaOIe6cpXSBCZXNrM3epErE4g%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=AVxigLKWDjMc8qNpxShOG3RlokyuP5tzXpBpLyQdt%2FZQQEjC2uhjf%2FgtdVbBidkyQ9XrDBc7XxhvRju5%2BUKm04xZVR6FVqcAjry3vn6f6qbz3AooHy%2BA3Rkwtbz%2F2S0vQF1ATEPD7JXnbThprN2NUeZf3R9lJ1ntLLRbppP5IQWBDREHOm0qKSl2y%2By%2Fd%2BC3cwTqQkzKVPRbL2nWG0MYTKncyHiiO8rjI9Z6XAAEBZCLmKjonA%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=AVxigLJUHYVoWdfsWcHUpsof6%2BgkvJNgmoIP6hLr4rS1gyUmtllXillqRwpPVhZiOIHELxP%2BMg0raHfD4FXv2JiEoSsnp9dFbdRcT7k79DAl92a%2FO7ADIY26ymx7c3pF2HuAizIZ6Yl6SOfcDx8LDpxormXasSjWCHgBEJymDZ8INO0m7Xe8C8YG%2B%2FKHJXFnmnbmzkvvkDX9KCExGKTKC6bcUQvW&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=AVxigLKxa1hXJ7btIUDTiMdqtBhCi%2Fa4uEcD3Eenk%2F3zO4ihP9qB%2BDRDO1xahIH8y4SQRt3bV%2FJgsb9kn%2Fi7jbLQiOWVwtwx6Y7ZmW9AcCi4J6lfhP9oyq30GSGUG2%2Fr8MQ1JmRxcWt1dJNjfZAdwHMuF2H2SFeloHWcaIxn74sa5dqRNjfoJL8C1pHg%2BdoJia2uohdVa1CGvyoKjL%2BfIUbNtmYJng%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=AVxigLKXfoRCgu3ClvSb%2BDwsSw%2BpgXtaRhH%2BkQP4%2F1rMmaG5WC58wvPeJQIjMYvvTO8htvMsZdV5TNmxM5xDXh3wryleY5%2BqJJvFVs6M8ScpJ4z4iEmo2R4pYZdgplLZ78%2FvK%2BoOgtY9Vk%2FX0j%2FrC%2FjOXud7%2BZtRj0THEpxxN50I%2FdiVj9jITDJE4WoBgpMEP9lc1Jyj5J9znFXDS5Dpnj9Q%2FWkGWt4WHhY%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=AVxigLJlbu%2B0NGvRs9wedv6j0j0vdApHZaIZakaPGlkB5UrRgnxQ7u4qHNZtHpxK88B8BZJHOKWwSbE1ov%2Fk6iPPk9OhHz71BUIby4FyeLYsTcv%2B3y3dD5OfkJg%2FBjSsGaoh3PdMUq7PbXFtvxUfyY4O0POBBO%2FdZXdCHzsLdsEXVyECUBmFksZo1JtxKzBLe611%2FkxQkJpeN3JjcOOr7VMlueQ%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=AVxigLK9AV6KkBXOsatdCC%2FkD3G00l8sCjSBO4XO6xBxnLggPqQboQY7qiXmFn66JclR8cofoFgTz6wGbhgCLnGfskXKDlzQJ9FH50cUNjIiutr82D9tqQAMNgFT7nqZHcknmYOf2%2FaiEL%2BkwLg1I%2Fj1h%2FmhLfopWp6Xzz%2FbfypoBMKH%2BE38Gpa4Q8PWlwfWLgcMBUZu3aYBYTImsls%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=AVxigLKMRRleRYiSXcHwpFIn%2FOl%2BrdH4j%2FZ26bngAilz%2F%2BCLHi%2BoxcivseW6puflzd023ATcnaFj8hrETSxlZH0HNvRyrKpIqyyLt8eUmNxII%2F9tymCKCZYCElwJ9bazPVQfPx4w4e918wwzEFkaXG4wwhi5PQlncbgM5F0h8kGF8waCN8NepCKiikbSkfP%2BmnaS0D9JWA%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=AVxigLLctrtF%2BsYh%2FrYU6QoHZZrol0G9lFA7SpU4cDYgngKlvtWaKxM9G4nARo%2BPshEBrqr43uYZavuNzDu29pzwl9onK3%2Fqq74kkFHhk3APzMBqmmOlULVZw7sNpv6PXXVTTnfQ0vm%2BGW4iHn8toCzq5rvEGOaWx7TSk1U7gHV5d66hb8QxeuxqYWbZOCSZ6JU0jyNb&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=AVxigLJjm1Ke88A4uHhTvvOaCUuwSXVTvtFPo5w%2BYrCLrIc%2B7zT%2FA1414hPPryWffGxhLGst96Uwe3HHa6aj0bgPtENuOvYTsLfxxg12ewkWi4KZOfGwZrm6QF%2BqNRUXTh8zsaWLJcFF46u0OTrKQOb%2FHfnC%2FMMUQLdSVn7PVU4aIWXXzUVPflf2d2%2F145KiFEScQ7hxwEdG7pq%2F%2BA%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=AVxigLKHKz9vgKiFhK3xA39eI2x6D4z5Lua8bAZh65A7WxjwhBher3dnahyIIxDy2TjFKGyTX5n%2BbYOZbxRXHS3F%2FOIZ%2B0HvvKZWb7gL1vsCGx4jCovWUfR5JPgKFs65VzULxo8k8WCkGr8GmNgUDoEtYHBT6Y7BrAtMFibKIAueLyG4YGlR%2BtuzTl2O%2BOS5Fa8cWRWyC0xfP7ax86DO9UZ3DYl%2BlAL0rH8%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=AVxigLLEjpTYxHOYe1PHOIcHpWK67o6fxoYC0wTS%2FUP8m9w4gxriQWkeaJbXQ5iv%2FgJ9s7J46guK8Q%2B4SkvWvWXR4STUaP3re0l6MNuhV3ERmtjeI5HfxcOt4GYkTtR38FiRese%2B5yKKGyN8oCQ%2BXJF%2FY2%2BAZIOGVIcUgv06Y5Lm%2Ba30vd2g7isNohhsdS6EXrd9QusU7eLmgIt9ktHI3uEM8Orq7m4Yw7o3mJk%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=AVxigLKEi%2FEC8Zs%2BTvO0CSxcB22DjUwbosx5f0B9Shm1Ei59jL8UMny1M5htcnlfIdqYhbXKA4%2FqWbwan8kkxhLdmlGvZJPUifB6y1x47OpyDW3YZk6TEvlH7NA2X7qEKFKQkZcqgAoRfhvhWTPET0y7OjqpHXHpVUPmax6HtNHUVOq49gCbHJd3J7uyCpxUWh%2B3Cunzezoif8MvXT4sVgsHcPJY9ZGpA4Q%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=AVxigLJjm1Ke88A4uHhTvvOaCUuwSXVTvtFPo5w%2BYrCLrIc%2B7zT%2FA1414hPPryWffGxhLGst96Uwe3HHa6aj0bgPtENuOvYTsLfxxg12ewkWi4KZOfGwZrm6QF%2BqNRUXTh8zsaWLJcFF46u0OTrKQOb%2FHfnC%2FMMUQLdSVn7PVU4aIWXXzUVPflf2d2%2F145KiFEScQ7hxwEdG7pq%2F%2BA%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=AVxigLJ9nSwHI2yAdFPaNXtDrfca4CrCrTxAvThlKxuI7hYKw1zYMdEf79qMTLT9BCss2tmLMZlsOUxUrVSGeefgt28b5TiP5hXwlYXmZT9gJpg6afOKllsFG3hP4VroqN8JTtLQfAi565J5iqf%2BDmsuCQsDq0NWwpl04EhXwgPfTr%2BuDIpWksASY%2BXjBAtw05ik4ym8GGtqK%2FDncPIvlv8%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=AVxigLJGTxYEKWlEJiy5qdshBAX9N%2FpcDCi029w3XboE7Hy3WVZq0RltuNMs74R2rS1IQ%2BuyV9IkrVJzL%2FVNM7g4YuV%2BEpBeah2Ri5bP6gfDcO6F6hRqS%2Bsu%2BCbiYsgnlFychE%2BT8%2FXTT2cls%2BCD1j4WS463Vfb9QmG0bSVoXcxhBmq4ag%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=AVxigLLOKHIsgbrSEt1K7blQx6vfI37rOAStcj92FZ%2BI%2Bl6QwBI8NDkmR7ByaNvbDg8krh7A2VJb99rFTss1I%2Bjxi93Q5hmMRk%2BwiMuL58ug9HBxGeYyG8TYmrChyPqY3A5Dg6Sppz8hd%2BtcBNGqaWbDqoARIpxtVmhQ3rYbH3iN%2BuESgZn%2FEzPZfdfr%2BgRXJA%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=AVxigLJcNovZoinJw90DQ0PnM5npp3f1Fwl4C8S0I30tLfpTzuvBh2Zsl2Mw1%2BjBDmkhcYfU553%2F3%2FqBUM6sXbTcW3j9fCeYLMhh40gDUXBa1w1fVsn2uzaDVTC4JTTqdYs4FKxFH3RoDc9epmZ4vLsIHBr4g1Rn2GaxD%2B9hSEsQ&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=AVxigLIPSwWeNuqybnzi7UbXhwhJ2TpTxV0ilPXHX5eeah7u9sUIGyLbXx6dWxXP0Kzwi4ndItF3TMF62o3mveBx8eYEB8EBY154C45c95SDGb4pjBsjw%2Ffv2LVqqU%2B6ohnUxTBA2gMFFDyqkcJ2tKovcefbAAhTG9NpqTdX2j862mH%2FXOwn4sZaHKd1lA%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=AVxigLINeJqYvnlHukZyGzUMkTySzeVF%2Fk8riP5o61hFYdyK5kINspRBslo0rsGoVYFziUKRvjluve7ijW1pZ%2FKKnKHTJCF7nHZ%2FUb405Nk4Y9f3cioApcILhywcl2VDeRXCesFsOhmS%2B2jMjP4ARSPdzmGRyv7eGixzhx1fLHyPe54NqTKZrv8De1lmFmBO5h0N88rg29qdpA%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=AVxigLI92d3bGJG3uLlHnTtj6bFL8c4Snoc1%2B%2BsocF7GAoZDwgglhOnNs0DBl7XZj%2BrtuYrf1yKiog9y5YNhmT1lpKTawvU2OMO1AIQeC6xAuhF4VwUZIB53GoG6SyJGjkjBeUk47iE9s0awrIfOv7cZxArGeu4L%2FEsiZfqamVZVFVy4IdTN12KnfAuQ%2Fw%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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLJlf1DJoIp72WtJrCygrDS2EBJHHsEhVQZRP3UQVv3qh6TLGU9AIqdvvsLy03kCd%2BHdI%2FjxzhdgF8rt8ZTqFvF6gnf2ReSQahoVdQifnphtLOYI8%2BofjhUScqMN8ijXUFlQZnuK2%2BtLDBYQUCsYpCbWs2yQGj6t7B3gGwEhF3hZ1LkdVFtXpJgi0C8piJfGpg%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=AVxigLLkCrGvJ3jCTKOqtF8BeScz%2Bc8uGjmhZcXc3GC%2F6%2B0f%2BSbdEBCimug8RxoDyPOBXO6k8GVS%2FRGtqEI5NVV1TMnlhkXGeEDw9ZcA1AHtmQ5BZtnvCS3GiP0c3rRiZydnook2rA%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=AVxigLLkCrGvJ3jCTKOqtF8BeScz%2Bc8uGjmhZcXc3GC%2F6%2B0f%2BSbdEBCimug8RxoDyPOBXO6k8GVS%2FRGtqEI5NVV1TMnlhkXGeEDw9ZcA1AHtmQ5BZtnvCS3GiP0c3rRiZydnook2rA%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=AVxigLKtYe%2BaVbOvpz1Cd9fJUE%2BxGU3TroSDqAQgKYVmvE9F2H8vrNoBUIYFWLZzzreQyRs9%2FzT%2F3lNHavshm8WNE1y%2FlqZC%2B%2B%2BOdDX3%2B%2BbEEWh2TovQ5eTp0PoTHl8EJXaQhbq3kfYf5MBe%2BR7by%2B9BFE204ZnPWf4k6hOCYaCGKv0RXiTGvNBbWI4ScGASJDOw21t2DjIFQws5MMQWETKlhg%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=AVxigLLiF2Z9nhW4GUxcTHKM2h%2B1eluZp2%2BpTUIbS%2F9VZpn1yFWnu0bhTccWdIksVUl2LRiMwbgMs6maapp8b66cFDDAl3jqK%2BaL1N7U9%2F9YSWft4rAYH1Bny3q%2FtI3CGkaM8l5cLgNd2UyhKbKU0JZ4uQM4LSVoRM%2FyvM8BcZ0cRR4%2BpNPwzyLzATAIxjQc%2BOYJUkDqRp%2B0xvlyBw%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=AVxigLKSNx37n0eI4dst6N9CiJamV6ibYPenkhkc61NL3p0mIlva4Ccd6t%2FLx9EOd%2BNZJUOftymKN0OUauKqAXKS4KDGR02rqvANddCyTVKsxRZnx3bJes2GKNOAuhmny%2Fy%2BAs%2BMIHaI9ipMXhBjaoS%2BkWDM45A0TwL%2FTkpXQQEux2mx8nNhyi2y7sorqfJ%2F9BuEn6Rb1Av4WN1BQQ%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=AVxigLIzBclLnZhWgq9%2B%2FSwj%2FfsrXD31AMtpjZQqJXVFulS26be0eNvzhvj21mTUGpeMBBLJ3mUSFfzn5gHDvZtkC9PS4tJSQMdGCNX0EEZCampyuaiMJnXTu5dw2xK0FxysqUlFt%2B%2BV3yIWVjIIGIbDqL7tpl%2F160IDJPqqbm6G2qG0QBU3OCBxIveXPMYbtoa1ip3ZHMr40SE3Nf1yEbhHSf0%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=AVxigLJ5le4%2BiKus7TIkdti9bsBWZpEkqM3RGQykLpwRZIDnNLOpXQxszDWMpFIjCF0Ay10dscoVgP3w%2FUqjVJ9QvtkvlHf1zDrr2JGrIziEMHx2UvjbofDRMZT6PdabKQH7Jdf1ZljUcHHwmj2dPTG2ZNGKBZS1rU5aAv7Pwpdg5oqI479n%2FXCIPFG%2Fnhdg%2FxwWtNwlHdqem8CNx0IYnz8%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=AVxigLJjUISc4mzHvcf0ttGME8nv6oTdyFu3%2BH6h5XCrK2HSGtWL07cy4tDABjRaW5F43ZMpoxC97zP3pOeuaUo02C8blX8KrH8qoL9haAH2Y%2BPrIfAMQ2F4W23333qVK2qC3IjdbIGnfjl4NUqPYZyDCo%2B9JqL1AeHRTR86QzG3m7Ij0cbJceiZ%2FUXjt06bcjzQO5o%2FsSjj%2BZvcoK0iENjkrF9DIQ%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=AVxigLLraeo9QDSFLQMlPzJKgDVmXoPTq4VLIsCRrn20Ws8KgrlRh1ZYIHtKZHquvb0tqgtboxTUu8gt8V3Qzky0hsuck%2FWbt7qrIS5qgKCKs0%2FoYtolyNsjC1kqda1BBEmJBAMeUpsFgu3QlfKyzL9AlQaKAjMDDXVClfqwr6bYUJLZzKhiNryj46DLhg2EZVLVa0VaBmOxSGEyjMF%2FOlSgelhAOg4%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=AVxigLIkCaO%2B3xA68q4Nbb93k2s8XHxVQ2JXRguJM8sW3cwfEAAo6%2BP5hflTTmGIM%2FkftRjikBtQ49A1acGpk8hhr%2FoSdXZAVELBx8r88j1ObmALi82GunSs5Yp6BYj5x9PUPYopPgOAeutS8wVAh5v%2FU0HFQoa60mgXLQu9YUFeRDwES9oO0lQEk2wmgKUZHOPMynoFp5YFbEljqxl7fnTygaU%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=AVxigLJu1y79IVgaYEVwqtP4TVXTJhsnNLAKU25NbyBrTcVHjD82ySdy6xrkW9k1Fq0JIPO0JFK6Amy1bptu8eSug%2Fmwle%2Fz151B80IgneGazINEF5z1FfIHNlVY95o1RjqjrAYFugiu16IiAaJMlbb1C4tbBhIvKQYS6h9sE3hBnsIz9JMzyDwQCuw0PbeRMwaOIe6cpXSBCZXNrM3epErE4g%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=AVxigLKWDjMc8qNpxShOG3RlokyuP5tzXpBpLyQdt%2FZQQEjC2uhjf%2FgtdVbBidkyQ9XrDBc7XxhvRju5%2BUKm04xZVR6FVqcAjry3vn6f6qbz3AooHy%2BA3Rkwtbz%2F2S0vQF1ATEPD7JXnbThprN2NUeZf3R9lJ1ntLLRbppP5IQWBDREHOm0qKSl2y%2By%2Fd%2BC3cwTqQkzKVPRbL2nWG0MYTKncyHiiO8rjI9Z6XAAEBZCLmKjonA%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=AVxigLJUHYVoWdfsWcHUpsof6%2BgkvJNgmoIP6hLr4rS1gyUmtllXillqRwpPVhZiOIHELxP%2BMg0raHfD4FXv2JiEoSsnp9dFbdRcT7k79DAl92a%2FO7ADIY26ymx7c3pF2HuAizIZ6Yl6SOfcDx8LDpxormXasSjWCHgBEJymDZ8INO0m7Xe8C8YG%2B%2FKHJXFnmnbmzkvvkDX9KCExGKTKC6bcUQvW&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=AVxigLKxa1hXJ7btIUDTiMdqtBhCi%2Fa4uEcD3Eenk%2F3zO4ihP9qB%2BDRDO1xahIH8y4SQRt3bV%2FJgsb9kn%2Fi7jbLQiOWVwtwx6Y7ZmW9AcCi4J6lfhP9oyq30GSGUG2%2Fr8MQ1JmRxcWt1dJNjfZAdwHMuF2H2SFeloHWcaIxn74sa5dqRNjfoJL8C1pHg%2BdoJia2uohdVa1CGvyoKjL%2BfIUbNtmYJng%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=AVxigLKXfoRCgu3ClvSb%2BDwsSw%2BpgXtaRhH%2BkQP4%2F1rMmaG5WC58wvPeJQIjMYvvTO8htvMsZdV5TNmxM5xDXh3wryleY5%2BqJJvFVs6M8ScpJ4z4iEmo2R4pYZdgplLZ78%2FvK%2BoOgtY9Vk%2FX0j%2FrC%2FjOXud7%2BZtRj0THEpxxN50I%2FdiVj9jITDJE4WoBgpMEP9lc1Jyj5J9znFXDS5Dpnj9Q%2FWkGWt4WHhY%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=AVxigLJlbu%2B0NGvRs9wedv6j0j0vdApHZaIZakaPGlkB5UrRgnxQ7u4qHNZtHpxK88B8BZJHOKWwSbE1ov%2Fk6iPPk9OhHz71BUIby4FyeLYsTcv%2B3y3dD5OfkJg%2FBjSsGaoh3PdMUq7PbXFtvxUfyY4O0POBBO%2FdZXdCHzsLdsEXVyECUBmFksZo1JtxKzBLe611%2FkxQkJpeN3JjcOOr7VMlueQ%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=AVxigLK9AV6KkBXOsatdCC%2FkD3G00l8sCjSBO4XO6xBxnLggPqQboQY7qiXmFn66JclR8cofoFgTz6wGbhgCLnGfskXKDlzQJ9FH50cUNjIiutr82D9tqQAMNgFT7nqZHcknmYOf2%2FaiEL%2BkwLg1I%2Fj1h%2FmhLfopWp6Xzz%2FbfypoBMKH%2BE38Gpa4Q8PWlwfWLgcMBUZu3aYBYTImsls%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=AVxigLKMRRleRYiSXcHwpFIn%2FOl%2BrdH4j%2FZ26bngAilz%2F%2BCLHi%2BoxcivseW6puflzd023ATcnaFj8hrETSxlZH0HNvRyrKpIqyyLt8eUmNxII%2F9tymCKCZYCElwJ9bazPVQfPx4w4e918wwzEFkaXG4wwhi5PQlncbgM5F0h8kGF8waCN8NepCKiikbSkfP%2BmnaS0D9JWA%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=AVxigLLctrtF%2BsYh%2FrYU6QoHZZrol0G9lFA7SpU4cDYgngKlvtWaKxM9G4nARo%2BPshEBrqr43uYZavuNzDu29pzwl9onK3%2Fqq74kkFHhk3APzMBqmmOlULVZw7sNpv6PXXVTTnfQ0vm%2BGW4iHn8toCzq5rvEGOaWx7TSk1U7gHV5d66hb8QxeuxqYWbZOCSZ6JU0jyNb&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=AVxigLJjm1Ke88A4uHhTvvOaCUuwSXVTvtFPo5w%2BYrCLrIc%2B7zT%2FA1414hPPryWffGxhLGst96Uwe3HHa6aj0bgPtENuOvYTsLfxxg12ewkWi4KZOfGwZrm6QF%2BqNRUXTh8zsaWLJcFF46u0OTrKQOb%2FHfnC%2FMMUQLdSVn7PVU4aIWXXzUVPflf2d2%2F145KiFEScQ7hxwEdG7pq%2F%2BA%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=AVxigLKHKz9vgKiFhK3xA39eI2x6D4z5Lua8bAZh65A7WxjwhBher3dnahyIIxDy2TjFKGyTX5n%2BbYOZbxRXHS3F%2FOIZ%2B0HvvKZWb7gL1vsCGx4jCovWUfR5JPgKFs65VzULxo8k8WCkGr8GmNgUDoEtYHBT6Y7BrAtMFibKIAueLyG4YGlR%2BtuzTl2O%2BOS5Fa8cWRWyC0xfP7ax86DO9UZ3DYl%2BlAL0rH8%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=AVxigLLEjpTYxHOYe1PHOIcHpWK67o6fxoYC0wTS%2FUP8m9w4gxriQWkeaJbXQ5iv%2FgJ9s7J46guK8Q%2B4SkvWvWXR4STUaP3re0l6MNuhV3ERmtjeI5HfxcOt4GYkTtR38FiRese%2B5yKKGyN8oCQ%2BXJF%2FY2%2BAZIOGVIcUgv06Y5Lm%2Ba30vd2g7isNohhsdS6EXrd9QusU7eLmgIt9ktHI3uEM8Orq7m4Yw7o3mJk%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=AVxigLKEi%2FEC8Zs%2BTvO0CSxcB22DjUwbosx5f0B9Shm1Ei59jL8UMny1M5htcnlfIdqYhbXKA4%2FqWbwan8kkxhLdmlGvZJPUifB6y1x47OpyDW3YZk6TEvlH7NA2X7qEKFKQkZcqgAoRfhvhWTPET0y7OjqpHXHpVUPmax6HtNHUVOq49gCbHJd3J7uyCpxUWh%2B3Cunzezoif8MvXT4sVgsHcPJY9ZGpA4Q%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=AVxigLJjm1Ke88A4uHhTvvOaCUuwSXVTvtFPo5w%2BYrCLrIc%2B7zT%2FA1414hPPryWffGxhLGst96Uwe3HHa6aj0bgPtENuOvYTsLfxxg12ewkWi4KZOfGwZrm6QF%2BqNRUXTh8zsaWLJcFF46u0OTrKQOb%2FHfnC%2FMMUQLdSVn7PVU4aIWXXzUVPflf2d2%2F145KiFEScQ7hxwEdG7pq%2F%2BA%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=AVxigLJ9nSwHI2yAdFPaNXtDrfca4CrCrTxAvThlKxuI7hYKw1zYMdEf79qMTLT9BCss2tmLMZlsOUxUrVSGeefgt28b5TiP5hXwlYXmZT9gJpg6afOKllsFG3hP4VroqN8JTtLQfAi565J5iqf%2BDmsuCQsDq0NWwpl04EhXwgPfTr%2BuDIpWksASY%2BXjBAtw05ik4ym8GGtqK%2FDncPIvlv8%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=AVxigLJGTxYEKWlEJiy5qdshBAX9N%2FpcDCi029w3XboE7Hy3WVZq0RltuNMs74R2rS1IQ%2BuyV9IkrVJzL%2FVNM7g4YuV%2BEpBeah2Ri5bP6gfDcO6F6hRqS%2Bsu%2BCbiYsgnlFychE%2BT8%2FXTT2cls%2BCD1j4WS463Vfb9QmG0bSVoXcxhBmq4ag%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=AVxigLLOKHIsgbrSEt1K7blQx6vfI37rOAStcj92FZ%2BI%2Bl6QwBI8NDkmR7ByaNvbDg8krh7A2VJb99rFTss1I%2Bjxi93Q5hmMRk%2BwiMuL58ug9HBxGeYyG8TYmrChyPqY3A5Dg6Sppz8hd%2BtcBNGqaWbDqoARIpxtVmhQ3rYbH3iN%2BuESgZn%2FEzPZfdfr%2BgRXJA%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=AVxigLJcNovZoinJw90DQ0PnM5npp3f1Fwl4C8S0I30tLfpTzuvBh2Zsl2Mw1%2BjBDmkhcYfU553%2F3%2FqBUM6sXbTcW3j9fCeYLMhh40gDUXBa1w1fVsn2uzaDVTC4JTTqdYs4FKxFH3RoDc9epmZ4vLsIHBr4g1Rn2GaxD%2B9hSEsQ&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=AVxigLIPSwWeNuqybnzi7UbXhwhJ2TpTxV0ilPXHX5eeah7u9sUIGyLbXx6dWxXP0Kzwi4ndItF3TMF62o3mveBx8eYEB8EBY154C45c95SDGb4pjBsjw%2Ffv2LVqqU%2B6ohnUxTBA2gMFFDyqkcJ2tKovcefbAAhTG9NpqTdX2j862mH%2FXOwn4sZaHKd1lA%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=AVxigLINeJqYvnlHukZyGzUMkTySzeVF%2Fk8riP5o61hFYdyK5kINspRBslo0rsGoVYFziUKRvjluve7ijW1pZ%2FKKnKHTJCF7nHZ%2FUb405Nk4Y9f3cioApcILhywcl2VDeRXCesFsOhmS%2B2jMjP4ARSPdzmGRyv7eGixzhx1fLHyPe54NqTKZrv8De1lmFmBO5h0N88rg29qdpA%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=AVxigLI92d3bGJG3uLlHnTtj6bFL8c4Snoc1%2B%2BsocF7GAoZDwgglhOnNs0DBl7XZj%2BrtuYrf1yKiog9y5YNhmT1lpKTawvU2OMO1AIQeC6xAuhF4VwUZIB53GoG6SyJGjkjBeUk47iE9s0awrIfOv7cZxArGeu4L%2FEsiZfqamVZVFVy4IdTN12KnfAuQ%2Fw%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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLLf1oxFdK4nnTEERMZ7OlSlcWVgvcekUii%2BUa7aABuZfxf6G0aTWG5k9Q3K1Xpc9TnKxFq6mcgcANijN2kg5k3MyIKIw2LAVnINVbAMzGqkSh1GwqyWLzdPfXmJRy4r2Oafqk6P%2B7PBDVYQ5damr1h0HOwoQbt5b4sghiYgXgeRyA%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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&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=AVxigLIFnJbrS6uqUQYOhcxXHJfWDyskugQKs7MYt9nh2cqCiQ7n0yn2k01Rg8fjoF%2B3X5ejy17W8NGxu3cpZCyJWWLLYKNN7TqSo8LVoSPcuDmJgQeOX2W9iahf6x49jZ3qj1hzKjWxG%2FaPQ1SEjgdI1eV9PO3yWSt1rn7n%2Fzchl7i2&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJlf1DJoIp72WtJrCygrDS2EBJHHsEhVQZRP3UQVv3qh6TLGU9AIqdvvsLy03kCd%2BHdI%2FjxzhdgF8rt8ZTqFvF6gnf2ReSQahoVdQifnphtLOYI8%2BofjhUScqMN8ijXUFlQZnuK2%2BtLDBYQUCsYpCbWs2yQGj6t7B3gGwEhF3hZ1LkdVFtXpJgi0C8piJfGpg%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

DATA LAKE INTEGRATION · AI-READY

# Data lake integration that lands every real-time source + makes your lake AI-ready.

Connect any data lake to every OT, IoT, app + operational system your business runs on - stream live data into the lake, and make lake data and AI actionable back in the operation.

 

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

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

YOUR DATA LAKE

![Databricks Lakehouse](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Filter/Databricks-filter.png)

![Snowflake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/snowflake-logo-300.svg)

![Azure Data Lake Storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/azure-synapse-logo-300.svg)

![AWS Lake Formation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/AWS-60.png)

![Google Cloud BigLake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Google-Cloud-Symbol.png)

![Microsoft Fabric OneLake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/microsoft-planner-logo-300.svg)

+ 9 more data lakes · scroll down to find yours ↓

+

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

Live demo · Claude querying lake data via Rayven MCP

DE

Which OT feeds haven’t landed in the lake in the last hour?

C

**3 SCADA feeds are behind - Line 4 vibration, Compressor Station 2 and the site weather station.** All three write via MQTT normally; likely a broker outage. Every other stream is current to the minute in Delta Lake.

SCADA Data Lake MES

Trusted by 240+ teams across Australia + globally

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

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

PICK YOUR DATA LAKE

## Pick your data lake. See exactly how Rayven feeds it + activates it.

Whatever data lake or lakehouse your business runs on, Rayven connects it - then streams real-time OT, IoT and operational data in, and makes lake data actionable via MCP, agents and custom apps on top. Click yours below.

[![Databricks Lakehouse logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Filter/Databricks-filter.png)

Databricks Lakehouse

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/databricks-lakehouse-integration)[![Snowflake logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/snowflake-logo-300.svg)

Snowflake

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/snowflake-data-lake-integration)[![Azure Data Lake Storage logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/azure-synapse-logo-300.svg)

Azure Data Lake Storage

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/azure-data-lake-storage-integration)[![AWS Lake Formation logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/AWS-60.png)

AWS Lake Formation

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/aws-lake-formation-integration)[![Google Cloud BigLake logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Google-Cloud-Symbol.png)

Google Cloud BigLake

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/google-cloud-biglake-integration)[![Microsoft Fabric OneLake logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/microsoft-planner-logo-300.svg)

Microsoft Fabric OneLake

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/microsoft-fabric-onelake-integration)[![Cloudera Data Platform logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Cloudera-60.png)

Cloudera Data Platform

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/cloudera-data-platform-integration)[![Dremio Lakehouse logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/dremio.png)

Dremio Lakehouse

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/dremio-lakehouse-integration)[![Starburst Galaxy logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Starburst.png)

Starburst Galaxy

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/starburst-galaxy-integration)[![IBM_granite-logo-300](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/IBM_granite-logo-300.png?width=130&height=137&name=IBM_granite-logo-300.png)

IBM watsonx.data

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/ibm-watsonx-data-integration)[![Oracle Autonomous Data Lake logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/Oracle-Logo-300.webp)

Oracle Autonomous Data Lake

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/oracle-autonomous-data-lake-integration)[![Teradata VantageCloud Lake logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Teradata-60.png)

Teradata VantageCloud Lake

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/teradata-vantagecloud-lake-integration)[![MinIO logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/MinIO%20logo.png)

MinIO

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/minio-integration)[![Qubole logo - data lake integration with Rayven](https://www.rayven.io/hubfs/Partner%20Images%20+%20Files/300/qubole-logo-300.png)

Qubole

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/qubole-integration)[![HPE Ezmeral Data Fabric logo - data lake integration with Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Hewlett_Packard_Enterprise_logo.png)

HPE Ezmeral Data Fabric

](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/hpe-ezmeral-data-fabric-integration)[DON’T SEE YOURS?

We integrate with anything.

Custom data platforms, on-prem object stores, legacy Hadoop clusters - Rayven’s Australian team builds the connector. Talk to us →

](https://www.rayven.io/contact)

THE REALITY

## Every data lake hits the same wall: the real-time operational data is the hardest to land, and lake insights stay in the lake.

Data lakes ingest business data well, but OT, IoT and streaming data - the record of what is happening right now - are the hardest sources to land, and the models built on top rarely reach the people making a live operational decision.

 

### The hardest data to land in the lake is the real-time operational data.

Your lake ingests business data well. But OT and IoT - SCADA, historians, PLCs, machine and line data, live app and edge events - still arrive as nightly files or never land at all. The one dataset that describes what is happening right now is the one the lake struggles to reach.

 

### Lake insights stay in the lake, away from live operations.

Features, models and predictions built on lake data rarely reach the line, the field or the agent making a live decision. Analytics engineering ships a model; operations never sees it act. The value stays in a notebook, not on the floor.

 

### Every source is another brittle pipeline into the lake.

OT feeds, CDC jobs, file drops and streaming ingest are each hand-built and each break at the next schema change or firmware update. Point-to-point ingestion cannot scale across OT, IT and streaming without a maintenance burden that grows with every source.

Rayven is operational software

for an AI-powered world

YOUR WORLD

THE RAYVEN PLATFORM

YOUR OUTCOMES

SCADA + OT

Databases (SQL, NoSQL)

Streaming Feeds

IoT + Edge Devices

Real-time Telemetry

Files + Documents

ERP + CRM Systems

APIs + Webhooks

SECURED PERIMETER

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

[

01INTEGRATIONAI

Connect anything, in + out

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

02DATAAI

Store, structure + serve

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

03EXECUTIONAI

Decide, automate + act

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

04PRESENTATIONAI

Show, ask + interact

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

05SECURITYAI

Protected, governed, hosted

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

Real-Time Dashboards

AI

Conversational AI

AI

Mobile + Web Apps

AI

People + Approvals

AI

AI Agents

AI

Predictive AI + ML

AI

Machine Control

AI

Alerts + Notifications

AI

Reports + Data Exports

AI

API + Webhook

AI

BEYOND INTEGRATION

## Integration is just the start with Rayven, here’s what comes with it.

Rayven isn’t just a data lake connector. It’s the operational software platform underneath - so once your lake is connected, four capabilities come online by default.

01

 

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

Every data lake, OT source, IoT feed and operational system unified into a real-time AI data fabric. Live machine data, streaming events and lake insight, without batch delays. [See the AI Data Fabric →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

02

 

#### Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to your lake data. Query streaming ingestion, flag pipeline failures and answer operational questions against real-time data - not a stale extract. [See Rayven MCP →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Schema-change alerts, ingestion-failure recovery, lake-to-operations routing and AI anomaly detection run automatically on live data. Agents act on real events streaming into the lake - not yesterday’s batch job. [See Automation + AI agents →](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

04

 

#### Custom apps + portals

Data-engineering workspace apps, pipeline health dashboards, lake catalog portals and operations-facing field apps - built on your unified lake and operational data. Every Rayven customer who runs data lake integrations ends up here. [See custom apps + portals →](https://www.rayven.io/solutions/custom-software)

**All on top of your existing stack.** No rip and replace. Your data lake stays your data lake. Rayven works on what you’ve already built.

NOT READY FOR A CALL YET?

## Get a free data lake integration plan in 30 minutes.

A focused session with Rayven’s Australian team. Bring your data lake + the systems you want it connected to. Walk away with a tailored plan - what’s reachable, what to bring in first, time and scope.

- Honest read on whether Rayven’s the right fit
- Live walkthrough against your lake + operational stack
- Tailored data lake integration + AI plan, emailed after
- No-obligation - we’ll tell you if it’s not for you

[Get my free plan →](https://www.rayven.io/free-assessment) Avg call: 23 mins

What you walk away with

✓

Connected-system inventory

Every source in your lake pipeline mapped to the right Rayven integration layer.

✓

Use-case shortlist

3-5 highest-leverage automation and AI use cases for your data engineering and operations teams.

✓

Time + scope estimate

Honest 2-12 week range, with what fits inside each phase.

✓

Delivery pathway recommendation

DIY, Done-for-you or Hybrid - based on your team and timeline.

TRUSTED BY

## Rayven is loved by IT, Digital, Ops... everyone.

### Teams across Australia + globally - 5/5 rating, 140+ reviews.

![CSIRO_grey-60](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/CSIRO_grey-60.png?width=64&height=64&name=CSIRO_grey-60.png)

![Anglo American](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png)

![Glencore](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png)

![Ventia](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png)

![Viva Energy](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png)

![Telstra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Telstra-60-grey.png)

## Why Rayven costs less than enterprise solutions.

Businesses of all shapes and sizes need powerful systems, but not the cost and chaos that come with traditional enterprise software.

Rayven delivers the same outcomes as multiple, expensive enterprise technologies, but with a radically lighter footprint + much, much faster.

[Speak to us today to find out more.](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration#)

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

### Everything you need in one platform.

Integration, storage, data processing, automation, AI + apps: one platform.

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

### We own, build + run our own technology.

No resellers or third-party mark-ups; new capabilities are aligned to you.

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

### Delivered for you by our specialists.

We design, build, deploy + support - no need for developers or consultants.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/zoom-in.png)

### Start small then scale, infinitely.

Start small, expand across sites + teams without engineering or lock-in.

FAQS

## Frequently asked questions about data lake integration.

#### What data lakes does Rayven integrate?

Rayven integrates every major data lake and lakehouse including [Databricks Lakehouse](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/databricks-lakehouse-integration), [Snowflake](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/snowflake-data-lake-integration), [Azure Data Lake Storage](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/azure-data-lake-storage-integration), [AWS Lake Formation](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration/aws-lake-formation-integration) and 11 more. Rayven also lands data via REST, JDBC, the S3 API, files and database CDC into any object store or lakehouse.

#### Is Rayven a data lake?

No. Rayven is not a data lake and does not replace one. Rayven is a real-time [AI data fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric) that sits alongside your lake - streaming operational data into it, and activating lake data and AI back in operations. Your lake stays your lake; Rayven feeds and activates it. See [the Rayven Platform](https://www.rayven.io/platform) for how the layers fit together.

#### How does Rayven get real-time OT + IoT data into the lake?

Rayven’s [integration layer](https://www.rayven.io/platform#integration) ingests OT and IoT through OPC-UA, MQTT, Modbus and CDC, then writes it into your lake in open formats. It also connects [databases](https://www.rayven.io/solutions/data-integration-platform/databases-integration), ERP, files and streaming sources - 1,228+ fast-track connectors in all - so the lake finally holds live operational data, not just overnight extracts.

#### How long does data lake integration take with Rayven?

Most data lake integrations go live in 2-12 weeks. A single OT-to-lake stream runs in 2-3 weeks; a full fabric that lands operational data and activates lake AI in operations typically runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/data-lake-integration#delivery) - all three with Australian-based expert delivery.

#### Can lake data + AI act back in live operations?

Yes. Features, models and predictions built on the lake push back to alerts, work orders, control and AI agents via [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Lake intelligence drives a live decision at the machine or in the field - not a dashboard that stays unopened. This closed loop is the point of the [AI data fabric](https://www.rayven.io/solutions/data-integration-platform).

#### What’s the difference between a data lake + a data warehouse for Rayven?

A data lake holds raw, unstructured and streaming data on schema-on-read object storage for analytics and ML. A [data warehouse](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration) holds structured, schema-on-write data for BI and SQL. Rayven feeds and activates both the same way - streaming real-time operational data in, and pushing insights back to operations. It is neither, and replaces neither.

CONNECT MORE

### Connect more than your data lake.

Rayven covers 58 integration categories. Here’s what most data lake customers connect next.

[Data Warehouse

Connect any data warehouse to real-time OT, apps + AI - structured analytics, activated.

Explore →

](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration)[ETL + iPaaS

Connect your ETL + iPaaS pipelines to OT, IoT and the lake in real-time.

Explore →

](https://www.rayven.io/solutions/data-integration-platform/etl-ipaas-integration)[AI + ML Platforms

Connect AI + ML platforms to live operational data on the lake, and act on predictions.

Explore →

](https://www.rayven.io/solutions/data-integration-platform/ai-ml-platforms-integration)[Databases

Connect every database to the lake, OT + AI - CDC in real-time, no batch drift.

Explore →

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

## Rayven is loved by IT, Digital, Ops... everyone.

**Rated 5/5 based on over 140 reviews** across [SourceForge](https://sourceforge.net/software/product/Rayven/), [Capterra](https://capterra.com.au/software/173908/rayven-industrial-business-intelligence), [GetApp](https://getapp.com.au/software/117779/rayven), [Software World](https://softwareworld.co/software/rayven-reviews/), [DEVPOST](https://devpost.com/software/rayven), and [G2](https://g2.com/products/rayven/reviews).

- ‘Easy IoT solutions.’
  
  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
- ![Capterra rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/Capterra-100H.png)
- ‘A practical solution  
  for connecting our  
  machinery and data.’
  
  ![Etiko](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Etika.png?width=30&height=30&name=Etika.png)**Etiko**, CEO, Machinery
- ‘Fast, reliable, and  
  developer-friendly.’
  
  **Chloe**, IT
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ‘Allows us to deliver  
  a remarkable number  
  of different energy  
  and IoT solutions.’
  
  ![Gavin](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Gavin.png?width=30&height=30&name=Gavin.png)**Gavin**, CEO
  
  ![Wattwatchers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Wattwatchers-logo-landscape.png)
- ![SourceForge rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/sourceforge-100H.png)
- ‘A more user-friendly  
  alternative, eliminating  
  the heavy setups.’
  
  ![AlternativeTo](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/alternativeto.png)
- ‘A versatile low-code  
  platform that  
  really delivers.’
  
  **Marof**, Outsourcing
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ‘The best balance  
  of no-code simplicity  
  and dev flexibility.’
  
  **Alexander**, Developer
  
  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)

- ‘Switch to code when  
  needed is incredibly  
  useful.’
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ![GetApp rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/GetApp-100H.png)
- ‘A true all-in-one  
  platform for  
  IT Teams.’
  
  ![Margarita](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Margarita.png?width=30&height=30&name=Margarita.png)**Margarita**, IT Consultant
- ‘Rayven helps us  
  move from idea  
  to execution fast.’
  
  **James**, Mechanist
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ‘We see Rayven as  
  a key part of our  
  digital transformation.’
  
  ![Rob](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Rob.png?width=30&height=30&name=Rob.png)**Rob**, CEO
  
  ![Riverina Fresh](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Riverina_Fresh_smaller.png)
- ![Top Business Software badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/top-business-software-100H.png)
- ‘Incredible for  
  monitoring our critical  
  medical storage.’
  
  **Tami**, Pharmaceuticals
  
  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
- ‘Fast automation, great  
  for fraud and  
  risk management.’
  
  **Frank**, Risk Manager, Insurance
  
  ![G2](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/G2.png)
- ‘A powerful all-in-one  
  platform for building apps  
  and automations.’
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)

- ‘Powerful adaptive  
  analytics &  
  predictive maintenance.’
  
  ![Capterra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Capterra.png)
- ![Software Advice rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/Software-Advice-100H.png)
- ‘Rayven services  
  the divide between  
  product and IT!’
  
  ![Jeffrey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/ORM/Jeffrey.png?width=30&height=30&name=Jeffrey.png)**Jeffrey**, Product Supervisor, Wholesale
- ‘Scalable low-code  
  platform that saves  
  dev teams time.’
  
  **Prafull**, Developer
  
  ![SourceForge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/SourceForge.png)
- ![SourceForge rating badge](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/sourceforge-2-100H.png)
- ‘The platform’s flexibility  
  means we can address  
  a broad range of use cases.’
  
  **Digital Manager**
  
  ![Fulton Hogan](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png)
- ‘Powerful IoT + AI platform  
  that simplifies complex  
  data management.’
  
  **Adam**, Risk Manager, IT
  
  ![G2](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/G2.png)

GET STARTED

## Connect your data lake + make lake data AI-ready in weeks, not months.

Book a 30-minute call with Rayven’s Australian team. Walk away with a tailored data lake integration plan - what’s reachable, what to bring in first, time and scope.

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

<https://www.rayven.io>

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

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

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