---
title: Amazon Athena Integration | Ops + AI | Rayven
description: "Connect Amazon Athena to every operational system, app + AI agent in real-time. Rayven: 1,228+ connectors, 2-12 weeks to live."
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=AVxigLK3S%2BUYJM1psPudqhhUnpi%2FbMTYSp0KrMZfdOIOvoeIgPgYCM0fDa0cC6ZL7BwADOe0bAt3XCOwDmBGXwdbFBn92bz%2BjD9kidlb9byiOxeGWk%2BN%2FOIEwpyyo67XqkKyqHd2XQ%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=AVxigLK3S%2BUYJM1psPudqhhUnpi%2FbMTYSp0KrMZfdOIOvoeIgPgYCM0fDa0cC6ZL7BwADOe0bAt3XCOwDmBGXwdbFBn92bz%2BjD9kidlb9byiOxeGWk%2BN%2FOIEwpyyo67XqkKyqHd2XQ%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=AVxigLJwN0PTmwdEM4GlboxAr56vs23a8q0JeF8rPX%2F1ABVlrGbeNTGEdJ3jxYcf3EUdi6XDrVSguTHJvypdmXy9%2FVFxR9MzcTd0S0akx%2B5cu2UuMHSYzLV%2FyqLKuCpkm7U4Kgv1qf0NvfLLl%2BMP0g8BAMqz9HWQYh8k06t72tJumuHLVgxZMX84CTZRFJ%2Fn28qujiwDYWNppIA9gfzfHnQKRw%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=AVxigLKczv3YWTEX5EFw3yqxCM5dTdzeDi%2F9%2Bsg8sWgbd9LYxFAL3gKN3ggFgD4poGP4asA7JXnVhQ53gStPEO9ikBdUE65g%2BfOcITdKqCkPo%2B8YpPdMWGYmYKS38szs%2BGRSsnivIrVoUe9lqC1NUWA3rLvSVvLh1c92BfLUkiNOYU0gSbLn6s9ut1J7CCRxDpSF6IgOmYSsmyH74w%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=AVxigLLE9oYWqPZZ6JpmQ%2B%2BwkU87bY%2B%2FSL2Cq9fANc2aM2z70KoouF0uXNTb8S2Y7Znfor80pdU%2BhDzMhl%2BWod20D2jb8MvVzkGlfQHVzx6Kk3XAdaYR6W%2F189KPw1Yd7IyA3b0u6WpgWN4PP3cJasZvnkN%2B5vWprjzapISjepDzWm8n2GlsxfQjMqtd05rIoEh1kiQ9b2oIDiCdbg%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=AVxigLLiWVtOUvR6hxz1qmWVGjzkUTX3bPEEcEUB%2F9XBstBl0swO9RIDU9efG7iKTaOQgDSnpbF%2FuQp%2B8x6dpai6ar283ADdFS6f7flmS%2F3eiVS35Ap54Z84uqFLHxInspVx%2F%2By%2BHa11StvpBnmlDj3BctmQvtfhwDT3rrRPo%2FTYbKsV7%2FKU9vQbp646pPdMWLZymZgEJ0fTCBCNhf%2FnysqbE0k%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=AVxigLJS8LDGZfwz%2BFnxIVeyxMz3ZufUYtm6PnMN6PNCFNUd5qePXmZBt0YwsxWfeqoYE0m07zPbbKk4Rf6jA3advk7aBAiyZbL8gER8rHLNlLKXka6X2Nl6c%2BCBjelUnZYP5eOuTa7%2FcVqO%2Fwg1KhnY2wPtluzlM40qKDZ%2BMRhmhPvSsUgaecy9vHfR61s8ECRAaTcMYnG5M%2FuGa901yHY%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=AVxigLJZ%2FNNjZL1kMRbTy%2FIQhtI%2BrEs%2FWDlSWPeAOH4gEs8mkv7LLox5YiRpq%2BQciGdkkl5z49VKURU%2BfJqJmZQ8nR20yLaoSyYytFaRt1k9X5XR5l5sH5%2BxoNg2oyVqEmGDltdXtejyrBogHQyGBDkqL2UdkyNvEpqs6jObj%2BEmFCDNm4ktofZx9E7UVDlynvjxFcpoGyLsuAa9bnHYbzpcI2JEiA%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=AVxigLJEdvhSHqJGey0TXW7ux5zgH%2BcDVs4Aqdo%2BbKTieAXcY%2BmxZLYq1QwD7u3zhT2rm9WOM8ubYCYhNV%2FTwtk9JYuidj2P2bvmzcIXPnQArnFDKNYbsU8cWKXpqMAScLu%2B0kAjkJmZJ7LD0CQWFE4xzRnOQSBsXvg9IJ9Q0Ywq9u%2FczvLmM%2BCmF%2BjfPURbuXGTJjoMAOM49zZSElv4Zm7pKR6gm4Y%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=AVxigLJ9l%2F9afKWzzbL6VaDFEz5V43xcEHIpRKBz4KB%2BV3G7N943ZkojeszrC63dYH20C9tj%2BjhICR%2Bqr6qC9%2FC0oDJwaadjqS4fGhE1svG3MPUP4AO7LhKqCjJh%2Fseicu5dGadBpQLS%2FeWYucGV0%2FnqLatMwCl53N5VtjMGUN4KTJdzSAOmTQmmYAhOOkpe6JooKo4t5T6VwwgWUkaXlj3ZS1M%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=AVxigLKZgnZlDI92ri9bYr3732ybHkI6FTvAi3yan5ticDc28eC3B6jK7%2Fhqbu%2B8MF7WjUISYlrHVjZrYpxLcnJvkZKx%2B1kEWCxEPhrlcb7gfOvAR5ifBytxKn83quLs%2BIZbyYXAe2or9Xyt8CbACm5Hrfj0L2q%2FGBybVu9qkfyeqrDuPP1Y7GJk0A9aF5CgJv7SiUJqsQTjszOMMdkfoaopsw%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=AVxigLKvP9%2Bevr42RPQu3RdVQhmfoDY29F0Scb4pWI8%2BFw29aztljF93gS60ZoxxuHkZmt6WRDwtjYs8GAJrr06%2BgHWKR93fDbrGl%2FRO3ut9YmFZM5DhcgL%2FaJqrqxpZD9AVk5CNNBkfcGjqv3oswRiuWp6esmSmX6LR4%2FrValLMBANYVAbb%2Bwtsli%2FbWnEy6r9st%2FMrXZXOOZ%2FcLz5YJa%2FEnTORReOH5Cedqf6VZeiNmOuiFA%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=AVxigLKYBvAIhVmJQVKfJ%2FWwGe6bWBMjGxCcrtBm9B%2BLSAqeiLiKC%2FwWu%2F3WjUVYOxoI4XpWygnHCqxxTPdBWc4d7yub%2FP%2B2m%2FLKpvkUqosC40JDEF1tFAimcjY%2F%2FAYG%2Fx30FbP5BFjSq8aZXT4cupjMreGzOD%2FigqM7AiuvbHL6qWDddcCTkUiQmJrhnxbgbY4FOcqBwFncsTUfwpKj8U9uXpQZ&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=AVxigLLGXiUkQWN2GJai7ilCwNjZxXM3dYFBlPUh0D%2FFA%2F9Jj0YAVi5U16g%2ForUaFkBUPetmy9F30YRPrFzIhOttSS0B7EX9qnIJeg%2BumrWf54vcvNarwnrC%2Fj3f0GB7m5rjQqVhQ7%2BQqwPogk2yYZ2qlXWuQU7wFpbTa%2FdVklGB%2Fm8DUx4WOxtTIeY2V30IeZz%2B9zYqIWJAysBoKCzCME7vCCLEaA%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=AVxigLJRLADaAG11K5hLQ6KKGOg%2BlafZumUGd0GpNOAxNzhiWcSvz2%2BPyN65u6hCEOBsLAPuBG3arA06os2euFMCp4my7pl8MdccQYmpKrExVeWq3sa1%2BDUeE6Y4aljnv7LGkDb%2BULzM9OODtPQtTfWW4KMPvg%2FG6ZlRmg2582CFno1sVJizuWpd%2FOVPz1P5cSnXZ5pkIzsP1%2Fx64%2BQWN7IMsfSXZKaxn0I%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=AVxigLJxC4xNGw4BrSF4GPL%2Bmm5bmy%2B5wDrdLtiI3jn%2FUQZQO%2FTUOR%2FpUD7m7HXh3rpsFX%2BoW4HzHO6izimrBbQLGif880W7dE7ZHf8jF9Mvu3txcyndUQFy67XCmkFDThM63yjxoz5plw6E8bmY4WeutwMYJSOvqyYBt0%2BSzsZM23ETetktrs2%2FXoXxxQxgTDexjpBd8WFaPSpIDSoAMEW6Yts%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=AVxigLIPo7VTh8IjRuw8qAwcVIcm1xbbnhcXWCnLE9E7y2ZEUIa%2BNlCi835UhGPWCwJy0484l20fbmRs5VgmQqszLrBapjxa4iPkcFhTRX2ZTzzaKckusKy7lfH7%2FeeKdrTFUHGeJYd7HDdlQHmvFkl0BgVhHxu7lbLClpJGTlwOxzB5g%2F1o0pk8%2B%2B4PefqPBaCuR%2FKjsCChLCrB%2BYI%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=AVxigLJDJBhmc92nx2eeO6pLKJ7ifNGbWxX%2Bs4kDIN1y2GK5Doqwjpg8RqMrfXMuru%2Bj2YJwUBk9BMO0TIulgSsX6MxzwbzkY9kzmlnhsRg1gxL4erYADscf5GDNYuIi1vSN7dsdwIRoPD7wankqPxbKhgTAy8UBpJmpihrgS0LZr%2BL9HlPClyA1PzgUrEBl1KrHX59jUQ%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=AVxigLK7ezuUH3BmIshVVt3rlSGFmvTkV0y5RqMqdYfhTjNDYkA%2FI9ylvBHszvcBD9Wa98TmPQEBI0SjB7AGPeYymz%2BidWvX%2F3WnvLkVg4MkFN9nI9iXhDXg082Hhe4aEBgi6X%2BnxlLgeQNku5I%2BTu4fe7I%2FJq29s5C5ld%2F2J9fKOwxi2v0P1sTcqIx0lBaam94QJktZ&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=AVxigLJLyhvOXBFhvGisb%2FDxG%2F5SBBvA4mGNweSPP5EcFqm3mhKxyZHwOueX2WthvZpqPZoV2I59s1750NV8wb4A5CAZIStJQ5aYsrdCY3W97wIHBWLxwrc8MQfFCXn0sJ5rYQdgpWbo6E4YtzD38Ztckv7%2Bn0ELcVC9cuwJeTRgC%2FHGs8cftSig0ahDcSL3c6OoYZIhoJTJmIkDng%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=AVxigLIKPgVMBfQVpbniS%2BYB7saA2ZSUIxp8uefFVxGzNebMSXfw4GIydrxYpAY9XIhMJMYCFSGBHYsvXtYKP%2BSLH%2FsjCKMDD9ezjUeZ343WgPRMK8WY%2BtxKVXpwU5IDJokYgwIKDYNjWdURDNsB1tsOgTOQ8Q%2FPz1Np4gJhl5JdVttqnKNGvvpAMdzuQKn%2BjVNxsmYdLmUGDGzJOLr08awPW5diXr%2BcEWI%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=AVxigLIzd4nHEweqIL3ZONUxm%2BBjUJCcJ6jDb2wVOT3csUGNk%2FLcJlCocsJjPJk8U8bv7vs%2FdV0SK%2BahUcvBK2tz9SnrpaHnfnVItA44VdLW6k%2FBH072bFe%2F81fzQmJvOgZKoG%2Bv27aBgUVSSUbLIKIILeKyON7mW7%2BPst%2BdTkDyeYLWxF5XtRyUQ2dRSsZofuXS9OY71yb6jYQ0JMok064Y6y%2FsaJZ%2BJyRUU6M%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=AVxigLIONbfyJyy4ugSPl9hvb42ECiFX5t1YYOZnDWz1Y1tf8uoiwnVx0gelcwMn%2BBas2rhZpwtOk2sx25AYY4tsj1ZssXFVEHCGa8qyk7c7iZk%2FejVMnJRg3HkxVZPCGrG9h%2FaGLagw43ZjhxgKArO9k2DdMn8xtDWeKMFHRHGnK88mZ8iA%2FcImKehbQuJlUSv6Q%2Fz2cRuZQggzA%2F8QTe0uVElFjugPY2c%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=AVxigLJLyhvOXBFhvGisb%2FDxG%2F5SBBvA4mGNweSPP5EcFqm3mhKxyZHwOueX2WthvZpqPZoV2I59s1750NV8wb4A5CAZIStJQ5aYsrdCY3W97wIHBWLxwrc8MQfFCXn0sJ5rYQdgpWbo6E4YtzD38Ztckv7%2Bn0ELcVC9cuwJeTRgC%2FHGs8cftSig0ahDcSL3c6OoYZIhoJTJmIkDng%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=AVxigLLXI6H%2FjFxFTIM5HcjQVAhM4PSa%2Fhn8Wg9TM0APrYljvw72q5T1MIfYvbv%2B%2BxusBfFw%2Ba1tuI%2BOY6iHBRvJQcPNS%2B%2FG%2BC4LJKunx4lOJRSHCHN26E1lfFUVT8Il%2BfJGIHX8VFye434By4mDQsU8znb1Mh71BqbOSXgqTCWcnCgT5IMdNWpJl4wuLmi90Qg67ZCrULhiBAbogdumIKY%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=AVxigLIYRP4P0Q7Gz1nZWP8hFp6tSIrD2TeYmz5GDs8Q%2BCBpoVvhucUTGq3%2BNa6h5H5E2B7ZXUMb%2BcQIT1%2B2D8hXjWNWQI3Ay60b6TNMyf1k3BRxVKdR3iSxGayMwqW%2Bzkn%2B0ihj23ysrLGjvj1FC0Ws%2BHyB1Iv1DI77SpPry2A%2FbQTmxg%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=AVxigLLHq3NXx6XK%2FeQ2Z%2BkeY1WlNyfB4nTFxUYlA9EqVLFSo7tE9RnIGrhn21YtgDLiFatphNicumWRJlRRDyBRzZuW9WBEtThqiZrF%2BRZUJ%2B2keDenDVaZoturo5%2FkpudVT3t6gaMb1PrMgx55Yj2tI3u1ZDONUABv2MPWFeOZGhUHBKQfUny2IFgwO0%2Btvw%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=AVxigLLfSFLkl9W56MRv5rrO%2Bj1KTeWZzvJFoWvyJ2mJ4tYvb6ALl%2F9zBrVwWSamV%2BJsei1CtrAhGN7PSBLjMMHClrrTTw5oTdY2XUoEawHrguh9uwcSCRf%2B7cOLZDB%2FqUfKlIE3ee4h%2B7fXG4b6bNL1sDDSzcVeJ5p9iBEC%2FXLN&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=AVxigLLLv8uKnKCwvqe%2BHZzxxq2l367gT%2BrGL9RnqrpmaJ5fZgzOXv7yk%2FaSx%2Fng7aNP2AtanOOM4ou2I1YLbRuvPwooWwtohASs%2BshZtVYXBJtov%2Fj%2BIoqTEUT3i7GL1Cul44jsjLRxD7WI2JAlqSSc3qN9DeIj6WlSBUM71bHJoIGDzBMqXhK0FzSUYg%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=AVxigLIKr3fV71P6lHvwQnwtBwsdMXd%2FO6VICZgoOKedXn9Wi1fK%2F0LOQtSAKVwWQHfXxHGMS9dZmicSpDP6dEZVWArmjoqbZ9XqHlNBuneIbJKJ73jrWSZfVeaKE1t0sPbegm5suBKzVDGz1foJt0CSo37XiXtcl7Ofv9v6PIhbQSsViQ2mnfZuM9GFr78BBKIFaN7M0TIK1g%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=AVxigLJ2S%2FPbRJ%2F3te3g3wsPZuNsl0CNPyBWFP7hE9BAeurNzUm1dwt%2F2D4%2FvNYuBfZmMVQcXovXPKg6PyGiX4TSqL3C%2BvrEnHxKXx8njU0O2EcjjdAbvrKcpFJNXl0LmNTJENUQK1tGdZ1eyV1P20O9Z%2Fi8HUqMCUUZB6zlALVGAYcgq93UNv%2BOoKmcvg%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)

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Overview

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

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We Partner With

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

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

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

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Library

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

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

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Our Company

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

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

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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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLLT11mnEhVSi7gLV1tS1vtgvzGiUAHrPHEAFEGE1i10XDMlx2mgDz1ZRuOaAGmAUcWDGYMdi0mmqcmfxybn8MkvZspG8mBSnWqCdW8ZiAGn0ZKE5N0NEjMVSnzwSBu2tLoZlnppHM2fFx2EVw6AeuXZQFOeOJlpK06SqJJyWWVxHPbbUumCOpj1LEF9qp4hcA%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=AVxigLK3S%2BUYJM1psPudqhhUnpi%2FbMTYSp0KrMZfdOIOvoeIgPgYCM0fDa0cC6ZL7BwADOe0bAt3XCOwDmBGXwdbFBn92bz%2BjD9kidlb9byiOxeGWk%2BN%2FOIEwpyyo67XqkKyqHd2XQ%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=AVxigLK3S%2BUYJM1psPudqhhUnpi%2FbMTYSp0KrMZfdOIOvoeIgPgYCM0fDa0cC6ZL7BwADOe0bAt3XCOwDmBGXwdbFBn92bz%2BjD9kidlb9byiOxeGWk%2BN%2FOIEwpyyo67XqkKyqHd2XQ%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=AVxigLJwN0PTmwdEM4GlboxAr56vs23a8q0JeF8rPX%2F1ABVlrGbeNTGEdJ3jxYcf3EUdi6XDrVSguTHJvypdmXy9%2FVFxR9MzcTd0S0akx%2B5cu2UuMHSYzLV%2FyqLKuCpkm7U4Kgv1qf0NvfLLl%2BMP0g8BAMqz9HWQYh8k06t72tJumuHLVgxZMX84CTZRFJ%2Fn28qujiwDYWNppIA9gfzfHnQKRw%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=AVxigLKczv3YWTEX5EFw3yqxCM5dTdzeDi%2F9%2Bsg8sWgbd9LYxFAL3gKN3ggFgD4poGP4asA7JXnVhQ53gStPEO9ikBdUE65g%2BfOcITdKqCkPo%2B8YpPdMWGYmYKS38szs%2BGRSsnivIrVoUe9lqC1NUWA3rLvSVvLh1c92BfLUkiNOYU0gSbLn6s9ut1J7CCRxDpSF6IgOmYSsmyH74w%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=AVxigLLE9oYWqPZZ6JpmQ%2B%2BwkU87bY%2B%2FSL2Cq9fANc2aM2z70KoouF0uXNTb8S2Y7Znfor80pdU%2BhDzMhl%2BWod20D2jb8MvVzkGlfQHVzx6Kk3XAdaYR6W%2F189KPw1Yd7IyA3b0u6WpgWN4PP3cJasZvnkN%2B5vWprjzapISjepDzWm8n2GlsxfQjMqtd05rIoEh1kiQ9b2oIDiCdbg%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=AVxigLLiWVtOUvR6hxz1qmWVGjzkUTX3bPEEcEUB%2F9XBstBl0swO9RIDU9efG7iKTaOQgDSnpbF%2FuQp%2B8x6dpai6ar283ADdFS6f7flmS%2F3eiVS35Ap54Z84uqFLHxInspVx%2F%2By%2BHa11StvpBnmlDj3BctmQvtfhwDT3rrRPo%2FTYbKsV7%2FKU9vQbp646pPdMWLZymZgEJ0fTCBCNhf%2FnysqbE0k%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=AVxigLJS8LDGZfwz%2BFnxIVeyxMz3ZufUYtm6PnMN6PNCFNUd5qePXmZBt0YwsxWfeqoYE0m07zPbbKk4Rf6jA3advk7aBAiyZbL8gER8rHLNlLKXka6X2Nl6c%2BCBjelUnZYP5eOuTa7%2FcVqO%2Fwg1KhnY2wPtluzlM40qKDZ%2BMRhmhPvSsUgaecy9vHfR61s8ECRAaTcMYnG5M%2FuGa901yHY%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=AVxigLJZ%2FNNjZL1kMRbTy%2FIQhtI%2BrEs%2FWDlSWPeAOH4gEs8mkv7LLox5YiRpq%2BQciGdkkl5z49VKURU%2BfJqJmZQ8nR20yLaoSyYytFaRt1k9X5XR5l5sH5%2BxoNg2oyVqEmGDltdXtejyrBogHQyGBDkqL2UdkyNvEpqs6jObj%2BEmFCDNm4ktofZx9E7UVDlynvjxFcpoGyLsuAa9bnHYbzpcI2JEiA%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=AVxigLJEdvhSHqJGey0TXW7ux5zgH%2BcDVs4Aqdo%2BbKTieAXcY%2BmxZLYq1QwD7u3zhT2rm9WOM8ubYCYhNV%2FTwtk9JYuidj2P2bvmzcIXPnQArnFDKNYbsU8cWKXpqMAScLu%2B0kAjkJmZJ7LD0CQWFE4xzRnOQSBsXvg9IJ9Q0Ywq9u%2FczvLmM%2BCmF%2BjfPURbuXGTJjoMAOM49zZSElv4Zm7pKR6gm4Y%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=AVxigLJ9l%2F9afKWzzbL6VaDFEz5V43xcEHIpRKBz4KB%2BV3G7N943ZkojeszrC63dYH20C9tj%2BjhICR%2Bqr6qC9%2FC0oDJwaadjqS4fGhE1svG3MPUP4AO7LhKqCjJh%2Fseicu5dGadBpQLS%2FeWYucGV0%2FnqLatMwCl53N5VtjMGUN4KTJdzSAOmTQmmYAhOOkpe6JooKo4t5T6VwwgWUkaXlj3ZS1M%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=AVxigLKZgnZlDI92ri9bYr3732ybHkI6FTvAi3yan5ticDc28eC3B6jK7%2Fhqbu%2B8MF7WjUISYlrHVjZrYpxLcnJvkZKx%2B1kEWCxEPhrlcb7gfOvAR5ifBytxKn83quLs%2BIZbyYXAe2or9Xyt8CbACm5Hrfj0L2q%2FGBybVu9qkfyeqrDuPP1Y7GJk0A9aF5CgJv7SiUJqsQTjszOMMdkfoaopsw%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=AVxigLKvP9%2Bevr42RPQu3RdVQhmfoDY29F0Scb4pWI8%2BFw29aztljF93gS60ZoxxuHkZmt6WRDwtjYs8GAJrr06%2BgHWKR93fDbrGl%2FRO3ut9YmFZM5DhcgL%2FaJqrqxpZD9AVk5CNNBkfcGjqv3oswRiuWp6esmSmX6LR4%2FrValLMBANYVAbb%2Bwtsli%2FbWnEy6r9st%2FMrXZXOOZ%2FcLz5YJa%2FEnTORReOH5Cedqf6VZeiNmOuiFA%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=AVxigLKYBvAIhVmJQVKfJ%2FWwGe6bWBMjGxCcrtBm9B%2BLSAqeiLiKC%2FwWu%2F3WjUVYOxoI4XpWygnHCqxxTPdBWc4d7yub%2FP%2B2m%2FLKpvkUqosC40JDEF1tFAimcjY%2F%2FAYG%2Fx30FbP5BFjSq8aZXT4cupjMreGzOD%2FigqM7AiuvbHL6qWDddcCTkUiQmJrhnxbgbY4FOcqBwFncsTUfwpKj8U9uXpQZ&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=AVxigLLGXiUkQWN2GJai7ilCwNjZxXM3dYFBlPUh0D%2FFA%2F9Jj0YAVi5U16g%2ForUaFkBUPetmy9F30YRPrFzIhOttSS0B7EX9qnIJeg%2BumrWf54vcvNarwnrC%2Fj3f0GB7m5rjQqVhQ7%2BQqwPogk2yYZ2qlXWuQU7wFpbTa%2FdVklGB%2Fm8DUx4WOxtTIeY2V30IeZz%2B9zYqIWJAysBoKCzCME7vCCLEaA%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=AVxigLJRLADaAG11K5hLQ6KKGOg%2BlafZumUGd0GpNOAxNzhiWcSvz2%2BPyN65u6hCEOBsLAPuBG3arA06os2euFMCp4my7pl8MdccQYmpKrExVeWq3sa1%2BDUeE6Y4aljnv7LGkDb%2BULzM9OODtPQtTfWW4KMPvg%2FG6ZlRmg2582CFno1sVJizuWpd%2FOVPz1P5cSnXZ5pkIzsP1%2Fx64%2BQWN7IMsfSXZKaxn0I%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=AVxigLJxC4xNGw4BrSF4GPL%2Bmm5bmy%2B5wDrdLtiI3jn%2FUQZQO%2FTUOR%2FpUD7m7HXh3rpsFX%2BoW4HzHO6izimrBbQLGif880W7dE7ZHf8jF9Mvu3txcyndUQFy67XCmkFDThM63yjxoz5plw6E8bmY4WeutwMYJSOvqyYBt0%2BSzsZM23ETetktrs2%2FXoXxxQxgTDexjpBd8WFaPSpIDSoAMEW6Yts%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=AVxigLIPo7VTh8IjRuw8qAwcVIcm1xbbnhcXWCnLE9E7y2ZEUIa%2BNlCi835UhGPWCwJy0484l20fbmRs5VgmQqszLrBapjxa4iPkcFhTRX2ZTzzaKckusKy7lfH7%2FeeKdrTFUHGeJYd7HDdlQHmvFkl0BgVhHxu7lbLClpJGTlwOxzB5g%2F1o0pk8%2B%2B4PefqPBaCuR%2FKjsCChLCrB%2BYI%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=AVxigLJDJBhmc92nx2eeO6pLKJ7ifNGbWxX%2Bs4kDIN1y2GK5Doqwjpg8RqMrfXMuru%2Bj2YJwUBk9BMO0TIulgSsX6MxzwbzkY9kzmlnhsRg1gxL4erYADscf5GDNYuIi1vSN7dsdwIRoPD7wankqPxbKhgTAy8UBpJmpihrgS0LZr%2BL9HlPClyA1PzgUrEBl1KrHX59jUQ%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=AVxigLK7ezuUH3BmIshVVt3rlSGFmvTkV0y5RqMqdYfhTjNDYkA%2FI9ylvBHszvcBD9Wa98TmPQEBI0SjB7AGPeYymz%2BidWvX%2F3WnvLkVg4MkFN9nI9iXhDXg082Hhe4aEBgi6X%2BnxlLgeQNku5I%2BTu4fe7I%2FJq29s5C5ld%2F2J9fKOwxi2v0P1sTcqIx0lBaam94QJktZ&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=AVxigLJLyhvOXBFhvGisb%2FDxG%2F5SBBvA4mGNweSPP5EcFqm3mhKxyZHwOueX2WthvZpqPZoV2I59s1750NV8wb4A5CAZIStJQ5aYsrdCY3W97wIHBWLxwrc8MQfFCXn0sJ5rYQdgpWbo6E4YtzD38Ztckv7%2Bn0ELcVC9cuwJeTRgC%2FHGs8cftSig0ahDcSL3c6OoYZIhoJTJmIkDng%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=AVxigLIKPgVMBfQVpbniS%2BYB7saA2ZSUIxp8uefFVxGzNebMSXfw4GIydrxYpAY9XIhMJMYCFSGBHYsvXtYKP%2BSLH%2FsjCKMDD9ezjUeZ343WgPRMK8WY%2BtxKVXpwU5IDJokYgwIKDYNjWdURDNsB1tsOgTOQ8Q%2FPz1Np4gJhl5JdVttqnKNGvvpAMdzuQKn%2BjVNxsmYdLmUGDGzJOLr08awPW5diXr%2BcEWI%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=AVxigLIzd4nHEweqIL3ZONUxm%2BBjUJCcJ6jDb2wVOT3csUGNk%2FLcJlCocsJjPJk8U8bv7vs%2FdV0SK%2BahUcvBK2tz9SnrpaHnfnVItA44VdLW6k%2FBH072bFe%2F81fzQmJvOgZKoG%2Bv27aBgUVSSUbLIKIILeKyON7mW7%2BPst%2BdTkDyeYLWxF5XtRyUQ2dRSsZofuXS9OY71yb6jYQ0JMok064Y6y%2FsaJZ%2BJyRUU6M%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=AVxigLIONbfyJyy4ugSPl9hvb42ECiFX5t1YYOZnDWz1Y1tf8uoiwnVx0gelcwMn%2BBas2rhZpwtOk2sx25AYY4tsj1ZssXFVEHCGa8qyk7c7iZk%2FejVMnJRg3HkxVZPCGrG9h%2FaGLagw43ZjhxgKArO9k2DdMn8xtDWeKMFHRHGnK88mZ8iA%2FcImKehbQuJlUSv6Q%2Fz2cRuZQggzA%2F8QTe0uVElFjugPY2c%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=AVxigLJLyhvOXBFhvGisb%2FDxG%2F5SBBvA4mGNweSPP5EcFqm3mhKxyZHwOueX2WthvZpqPZoV2I59s1750NV8wb4A5CAZIStJQ5aYsrdCY3W97wIHBWLxwrc8MQfFCXn0sJ5rYQdgpWbo6E4YtzD38Ztckv7%2Bn0ELcVC9cuwJeTRgC%2FHGs8cftSig0ahDcSL3c6OoYZIhoJTJmIkDng%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=AVxigLLXI6H%2FjFxFTIM5HcjQVAhM4PSa%2Fhn8Wg9TM0APrYljvw72q5T1MIfYvbv%2B%2BxusBfFw%2Ba1tuI%2BOY6iHBRvJQcPNS%2B%2FG%2BC4LJKunx4lOJRSHCHN26E1lfFUVT8Il%2BfJGIHX8VFye434By4mDQsU8znb1Mh71BqbOSXgqTCWcnCgT5IMdNWpJl4wuLmi90Qg67ZCrULhiBAbogdumIKY%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=AVxigLIYRP4P0Q7Gz1nZWP8hFp6tSIrD2TeYmz5GDs8Q%2BCBpoVvhucUTGq3%2BNa6h5H5E2B7ZXUMb%2BcQIT1%2B2D8hXjWNWQI3Ay60b6TNMyf1k3BRxVKdR3iSxGayMwqW%2Bzkn%2B0ihj23ysrLGjvj1FC0Ws%2BHyB1Iv1DI77SpPry2A%2FbQTmxg%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=AVxigLLHq3NXx6XK%2FeQ2Z%2BkeY1WlNyfB4nTFxUYlA9EqVLFSo7tE9RnIGrhn21YtgDLiFatphNicumWRJlRRDyBRzZuW9WBEtThqiZrF%2BRZUJ%2B2keDenDVaZoturo5%2FkpudVT3t6gaMb1PrMgx55Yj2tI3u1ZDONUABv2MPWFeOZGhUHBKQfUny2IFgwO0%2Btvw%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=AVxigLLfSFLkl9W56MRv5rrO%2Bj1KTeWZzvJFoWvyJ2mJ4tYvb6ALl%2F9zBrVwWSamV%2BJsei1CtrAhGN7PSBLjMMHClrrTTw5oTdY2XUoEawHrguh9uwcSCRf%2B7cOLZDB%2FqUfKlIE3ee4h%2B7fXG4b6bNL1sDDSzcVeJ5p9iBEC%2FXLN&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=AVxigLLLv8uKnKCwvqe%2BHZzxxq2l367gT%2BrGL9RnqrpmaJ5fZgzOXv7yk%2FaSx%2Fng7aNP2AtanOOM4ou2I1YLbRuvPwooWwtohASs%2BshZtVYXBJtov%2Fj%2BIoqTEUT3i7GL1Cul44jsjLRxD7WI2JAlqSSc3qN9DeIj6WlSBUM71bHJoIGDzBMqXhK0FzSUYg%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=AVxigLIKr3fV71P6lHvwQnwtBwsdMXd%2FO6VICZgoOKedXn9Wi1fK%2F0LOQtSAKVwWQHfXxHGMS9dZmicSpDP6dEZVWArmjoqbZ9XqHlNBuneIbJKJ73jrWSZfVeaKE1t0sPbegm5suBKzVDGz1foJt0CSo37XiXtcl7Ofv9v6PIhbQSsViQ2mnfZuM9GFr78BBKIFaN7M0TIK1g%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=AVxigLJ2S%2FPbRJ%2F3te3g3wsPZuNsl0CNPyBWFP7hE9BAeurNzUm1dwt%2F2D4%2FvNYuBfZmMVQcXovXPKg6PyGiX4TSqL3C%2BvrEnHxKXx8njU0O2EcjjdAbvrKcpFJNXl0LmNTJENUQK1tGdZ1eyV1P20O9Z%2Fi8HUqMCUUZB6zlALVGAYcgq93UNv%2BOoKmcvg%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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

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

**

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[ 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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLLosDFJc8aU9OHVBejfNW%2FEBbAL%2BTnwylMVQ3aA5MOIQvRyDCSheQ601GNw2AdzW%2BF1exn81UpKqHpxhSMi%2BaUWUCRl1ZOJU%2BH%2Fi4sy6W%2Fy8%2FftlBZ9kyAswzICKijYYvAxm7TlV9IMtp8ys3GmdDXqXjvwOTscNqHkoVy4JIdP9w%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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLI4%2F0f1QRTBBdy5yzhtuXPY7qVLgt4ZNGrJtatgQIAAqUBjWY0kKPB%2FBFtyBBbGgc7oFCX%2Brt%2FmOPHd67OcZptKx6ozZWV9vQyYWpdzGRwJdzOcprlV%2FgEi18uT3P1eB5zx4kpJpeq9sdeLy7oqCkKef6jeCNVJaziqlhxkKoq0&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=AVxigLLT11mnEhVSi7gLV1tS1vtgvzGiUAHrPHEAFEGE1i10XDMlx2mgDz1ZRuOaAGmAUcWDGYMdi0mmqcmfxybn8MkvZspG8mBSnWqCdW8ZiAGn0ZKE5N0NEjMVSnzwSBu2tLoZlnppHM2fFx2EVw6AeuXZQFOeOJlpK06SqJJyWWVxHPbbUumCOpj1LEF9qp4hcA%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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AMAZON INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect Amazon Athena to every system + workflow it doesn't natively reach. Make your warehouse the operational core for live data, AI agents + apps.

240+

deployments live

1,228+

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

3 wks

average deploy

66%

faster than DIY

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

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

![Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426.png) + ![Amazon Athena](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Amazon-Athena%20WebP.webp)

Live demo · Claude querying Amazon + ops via Rayven MCP

RS

What's the status of the Operational events + Firehose → Amazon Athena (via S3 and Iceberg) flow today?

C

**All flowing.** Real-time ingest via Firehose + Iceberg is live. No blockers flagged.

Operational events + FirehoseAmazon Athena (via S3 and Iceberg)

Trusted by 240+ teams across Australia + globally

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

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

THE REALITY

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

Athena's serverless model is brilliant - no infra to size, query S3 directly - but bytes-scanned pricing means every careless query costs more. Custom apps proxy queries through Lambda to add caching + RBAC. AI agents that scan a year of partitions burn $$$. Federated queries via Lambda add cold-start latency. Lake Formation governance lives inside the AWS estate; outside it, downstream systems strip masks.

The integration tool you've already tried probably can't fix it.

 What Zapier + iPaaS reach

### SaaS-to-SaaS. Useful, until it isn't.

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

- CRM, ERP + ops apps reading Athena via brittle scheduled CTAS jobs
- Real-time data routing into Athena's S3 source via Firehose + Iceberg streaming ingest
- [Amazon Redshift](/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration) federation for queries that span open S3 data + Redshift cluster tables
- AI agents querying Athena live through MCP rather than batched workgroup-scheduled SQL
- Customer-facing apps + portals backed by Athena with bytes-scanned-aware caching

 What Rayven reaches

### Ops, apps, agents, BI + AI. One platform.

The integration platform built for what other tools can't (or won't) reach - plus an AI data fabric, MCP server + app builder layered on top.

- Amazon + every CRM, ERP and operational system
- Streaming, CDC, files, APIs + custom-built connectors.
- Files, legacy SQL, FTP + custom-built connectors
- Real-time bidirectional sync, tier-aware + rate-limit-safe
- AI Data Fabric, MCP, automation + custom apps included

WHAT YOU CAN BUILD

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

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

Operational events + Firehose → Amazon Athena (via S3 and Iceberg)

#### Real-time ingest via Firehose + Iceberg

Operational events from [Salesforce](https://www.rayven.io/solutions/data-integration-platform/crm-integration/salesforce-sales-cloud-integration) + custom OLTP stream through Kinesis Data Firehose into Apache Iceberg tables on S3. Athena queries them sub-second with full ACID semantics, no CTAS rewrite.

U

Anything that needs my attention right now?

AI

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

AmazonOperational events

Amazon Athena → CRM, ERP + ops apps

#### Reverse ETL with bytes-scanned controls

Athena query results push to [HubSpot CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration/hubspot-crm-integration), [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration) + custom ops apps the moment a workgroup query lands. Partition pruning + cached results so bytes-scanned cost stays predictable.

U

Which won deals are stuck pre-invoice?

AI

**3 stuck.** 2 drafts in accounting, 1 awaiting PO. Auto-finalise?

AmazonCRM, ERP + ops appsXero

Amazon Athena → Claude + AI agents

#### Claude queries Athena live via Rayven MCP

Claude + your AI agents query live S3-backed datasets through [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Lake Formation row + column-level access policies travel through the connection - bytes-scanned governance and cost controls preserved.

U

Status check - is everything in sync?

AI

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

AmazonClaude + AI agents

Athena + Redshift → Federated fabric

#### Athena + Redshift federation

Open S3 data via Athena + cluster tables via [Amazon Redshift](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration) (same AWS parent) join in a single query plane. Athena Federated Queries via Lambda extend to non-AWS sources alongside.

U

Anything that needs my attention right now?

AI

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

AmazonAthena + RedshiftFederated fabric

Amazon Athena → Custom apps + portals

#### Customer-facing apps on Athena

Portals + embedded analytics on top of Athena via [Rayven's app layer](https://www.rayven.io/platform). Bytes-scanned-aware caching, RBAC + per-tenant filters all handled - workgroup cost budgets respected end-to-end.

U

Full picture on this account before my call?

AI

**Brief loaded.** 8 open items, 3 risks, 2 expansion signals.

AmazonCustom apps + portalsUnified

Amazon Athena → Ops dashboards

#### Open-format S3 + real-time ops in one view

Athena queries on S3 / Iceberg / Hudi / Delta join with Rayven's real-time IoT + transactional stream in a single dashboard. Years of S3 history + sub-second ops context together.

U

Status check - is everything in sync?

AI

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

AmazonOps dashboards

BEYOND INTEGRATION

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

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

01

 

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

Amazon data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

02

 

#### Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to Amazon and every other connected system. Your AI stops guessing - cites real Amazon records + numbers.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Workflows + AI agents act on Amazon data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.  
[Learn more →](https://www.rayven.io/solutions/automation-software)

04

 

#### Custom apps + portals

Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated Amazon data. No separate BI tool, no separate dev stack.  
[Learn more →](https://www.rayven.io/solutions/custom-software)

**All on top of your existing stack.** No rip + replace. Amazon stays Amazon. Rayven works on what you've already built. Specifically tuned for **Athena bytes-scanned-aware routing + Iceberg / Hudi / Delta metadata preservation**.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

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

[

01INTEGRATIONAI

AI for connection

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

02DATAAI

AI for context

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

03EXECUTIONAI

AI for action

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

04PRESENTATIONAI

AI for interaction

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

05SECURITYAI

AI for guardrails

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

AI Agents

AI

Predictive AI + ML

AI

Conversational AI

AI

Real-time Training

AI

AI-led Execution

AI

Multimodal AI

AI

Anomaly Detection

AI

Forecasting

AI

Vision + Edge

AI

Gen AI Summaries

AI

THE PLATFORM BEHIND IT

## Rayven is a five-layer platform ALL your integrations + much more can run on.

Integration is one layer of Rayven. Data, execution, presentation + governance are the other four - all delivered as one platform on one commercial.

Integration Layer ▾

[IT/OT Connectors](https://www.rayven.io/platform/integration/prebuilt-connectors) [API Endpoints](https://www.rayven.io/platform/integration/api-endpoints) [Streaming Data](https://www.rayven.io/platform/integration/streaming-data-connectors) [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols) [Forms + Manual Input](https://www.rayven.io/platform/integration/forms-manual-input) [Custom Integrations](https://www.rayven.io/platform/integration/custom-integrations) [AI Connectors](https://www.rayven.io/platform/integration/ai-connectors) [File Uploads](https://www.rayven.io/platform/integration/file-uploads)

Data Layer ▾

[Real-Time Data Processing](https://www.rayven.io/platform/data/real-time-data-processing) [Calculation + Aggregation](https://www.rayven.io/platform/data/calculation-aggregation) [Unified Data Tables](https://www.rayven.io/platform/data/unified-data-tables) [File Parsing](https://www.rayven.io/platform/data/file-parsing) [AI Models + Training](https://www.rayven.io/platform/data/ai-models-training) [Data Storage](https://www.rayven.io/platform/data/sql-cassandra-storage) [Data Management](https://www.rayven.io/platform/data/data-management) [Data Transformation](https://www.rayven.io/platform/data/data-transformation)

Execution Layer ▾

[Gen AI + AI Agents](https://www.rayven.io/platform/execution/gen-ai-agents) [Control + Automation](https://www.rayven.io/platform/execution/control-automation) [Workflows + Triggers](https://www.rayven.io/platform/execution/workflows-triggers) [Approvals + Exceptions](https://www.rayven.io/platform/execution/approvals-exceptions) [Predictive AI / ML](https://www.rayven.io/platform/execution/predictive-ai-machine-learning) [Rayven MCP](https://www.rayven.io/platform/execution/rayven-mcp)

Presentation / UI Layer ▾

[Custom Form Builder](https://www.rayven.io/platform/presentation/custom-form-builder) [QR Code Generator](https://www.rayven.io/platform/presentation/qr-code-generator) [Screen Flows + Hierarchies](https://www.rayven.io/platform/presentation/screen-flows-hierarchies) [Dynamic Reports](https://www.rayven.io/platform/presentation/dynamic-reports) [Dashboards + Visualizations](https://www.rayven.io/platform/presentation/dashboards-visualizations) [HTML + JavaScript](https://www.rayven.io/platform/presentation/html-javascript) [Conversational Analytics](https://www.rayven.io/platform/presentation/conversational-analytics) [Widgets + UI Components](https://www.rayven.io/platform/presentation/widgets-ui-components) [Notifications + Alerts](https://www.rayven.io/platform/presentation/notifications-alerts)

Security, Governance + Hosting ▾

[Hosting + Management](https://www.rayven.io/platform/security/hosting-management) [Audit Trails + Logs](https://www.rayven.io/platform/security/audit-trails-logs) [Deployment + Architecture](https://www.rayven.io/platform/security/deployment-architecture) [Usage + Metrics](https://www.rayven.io/platform/security/usage-metrics) [Enterprise Security](https://www.rayven.io/platform/security/enterprise-security) [Users, Roles + Access](https://www.rayven.io/platform/security/users-roles-access) [White Labelling](https://www.rayven.io/platform/security/white-labelling) [Governance + Controls](https://www.rayven.io/platform/security/governance-controls)

Click any layer to explore what's included.

---

<https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration#>

AMAZON INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

Amazon integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

Amazon to other SaaS

Yes

Best in class

Yes

DIY effort

Amazon to OT / SCADA / IoT

Yes

No

Custom build

Months of work

Amazon to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

Real-time, tier-aware + rate-limit-safe

Yes

Throttled / paid

Yes

Hard to get right

Athena bytes-scanned-aware + Iceberg metadata

Built in

No bytes-scanned awareness

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

No

No

No

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

## The integration is the easy bit. The platform + team behind it is the difference.

240+ DEPLOYMENTS

#### Platform + team. One commercial.

Not five vendors stitched together. Rayven is the platform AND the **Australia-based expert team** that scopes, builds + supports it. One commercial. No licence stacking, no finger-pointing.

S3 + GLUE CATALOG NATIVE

#### Built for Athena's serverless query-on-S3 model.

Rayven uses Firehose + Iceberg for sub-second ingest into S3, Athena REST API and JDBC for query, with **bytes-scanned-aware routing**. Lake Formation row, column policies and workgroup cost controls travel through every flow via the REST endpoint and IAM schema.

5/5 · 140+ REVIEWS

#### We stay after go-live.

No handoff. No disappearing. Rayven is a **long-term partner** when your Amazon evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.

DEPLOY HOW YOU WANT

#### Hosted your way, where you need.

Deploy as **cloud, private cloud + on-premise** - in Australia, the US, the UK, or anywhere else your Amazon data needs to live. Your residency, your rules, your local compliance environment.

FAQS

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

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

##### The 30-minute call covers

- Your Amazon + connected stack today
- What's reachable + which systems to bring in first
- Live walkthrough of Rayven against your scenario
- Time, scope + delivery estimate
- Honest read on whether Rayven's the right fit

#### What is Amazon Athena integration?

Amazon Athena integration is the practice of connecting Athena to the rest of your business stack - [CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), customer-facing apps + AI agents - so query-on-S3 data is usable everywhere it matters. Rayven delivers Athena integration as part of an [AI data fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric), not a CTAS extract.

#### How does Rayven connect Athena to other systems?

Rayven uses Athena's REST API (StartQueryExecution, GetQueryResults), JDBC/ODBC drivers, Athena Federated Queries via Lambda + Lake Formation APIs for governance. IAM authentication + per-workgroup credentials handled per request. See [the Rayven Platform](https://www.rayven.io/platform) for the integration + data layers.

#### What systems can Rayven connect Amazon Athena to?

Rayven connects Athena to 1,228+ systems including [Amazon Redshift](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration) (same AWS parent), [Salesforce](https://www.rayven.io/solutions/data-integration-platform/crm-integration/salesforce-sales-cloud-integration), [HubSpot CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration/hubspot-crm-integration), [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration), Apache Iceberg, Hudi + Delta tables on S3 - plus AI agents via [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp).

#### How does Rayven handle Athena bytes-scanned pricing?

Rayven's routing layer is bytes-scanned-aware. Operational reads route to cached results or partition-pruned queries; analytical workloads use their own workgroup with separate cost limits. Iceberg + Hudi metadata respected so partition pruning stays effective. See [the data layer](https://www.rayven.io/platform#data).

#### Does Athena have a native API? Why does Rayven add value on top?

Yes - Athena ships REST API, JDBC/ODBC, Federated Queries + Lake Formation integration. Rayven adds value because production sync needs more than a connector: bytes-scanned-aware routing, Iceberg metadata respect, MCP-grade AI access, the apps and portal layers on top. Read more in [how Rayven works](https://www.rayven.io/platform).

#### What are the most common Athena integration use cases?

Top use cases are Firehose + Iceberg ingest, reverse ETL to CRM and ERP, [Claude querying Athena via MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp), Athena-Redshift federation and customer-facing apps. See the [automations above](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration#automations) for specifics.

#### What are the technical specifics of Amazon Athena integration with Rayven?

Rayven uses Amazon Athena's REST API (StartQueryExecution, GetQueryResults, NamedQueries), JDBC/ODBC drivers + Athena Federated Queries via Lambda for real-time bidirectional sync, authenticated via IAM roles and per-workgroup credentials. Kinesis Data Firehose + Apache Iceberg table format drive sub-second ingest into S3 with full ACID semantics; Athena reads them as managed tables via AWS Glue Data Catalog. Bytes-scanned-aware query routing means operational reads route to partition-pruned + cached results while analytical workloads use a separate workgroup with its own cost budget. Lake Formation row, column-level access policies and workgroup cost controls travel through every flow into [CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), AI agents and custom apps. Same-parent [Amazon Redshift](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration) federation handles when query patterns cross open S3 data + cluster tables. Federated Queries via Lambda extend to non-AWS sources. Claude + your AI agents query Athena through [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Validated against on-demand, provisioned-capacity Athena and [the Rayven Platform](https://www.rayven.io/platform).

GET STARTED

## Amazon + AI integration. In weeks, not months.

Book a 30-minute call. Walk away with a tailored plan - what's reachable, what to bring in first, time + scope.

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

<https://www.rayven.io>

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<https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration#body> 

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

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