---
title: Amazon Redshift Integration | Connect to Ops + AI | Rayven
description: "Connect Amazon Redshift 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=AVxigLJdq8JSfBTCl4DCFpy%2BxyCQDIMAj5m2ecUqJwF8GxU2B9RgRdpPq6lO6vMjtm7L3%2FuhsAHR9yYeja8zonyFXjiU84GYZvyKhoIsyg9ai5LwubWqiWNxHPKQVNNUUkTjcMlsqg%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=AVxigLJdq8JSfBTCl4DCFpy%2BxyCQDIMAj5m2ecUqJwF8GxU2B9RgRdpPq6lO6vMjtm7L3%2FuhsAHR9yYeja8zonyFXjiU84GYZvyKhoIsyg9ai5LwubWqiWNxHPKQVNNUUkTjcMlsqg%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=AVxigLJOPYuRgf81FyCIgMbV8WtCgDsTffi9MtPhj3x1MVtX9Ia0qhmptsJKn%2BvbkdUTQFB340UvJ1QRupXUkRVWAHtsgtT3zpITsl4fqFkjhLRVbtDddYh3aBdNOm%2Bx7YBNWhcxDhirq7TemDzSp8vaPbIVh%2FhIkrSh4I98qVxkdv5LKEprJS%2FI%2BSf7gypgi8GiA27Q1U0rGLLvWlBoPdhhqQ%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=AVxigLJDPoz655GsFpdaM26XWvTzQgHgCdZmWmaGiqr5IQayuYtxhj03MbiDtAdvoH6eu%2BNuGwucCRi6XxYggedaW1uKp3mSmmVaozID%2FvGMQUPIaUS8z1Zt1a26pPpoX4cS%2BkeAA5jUfcEytZDOmZYBTFgge1nTM9yzz3pnZwCFSd8QgATI5BH6ysuVoHBnlOLFJJtZYB3J1btmMw%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=AVxigLKdWruC09xhGh3TLZx2MhkszE7nm%2Bqf95eRr2KhWPd3iv3bvo4jVXzzJHitzXAuDEJbIuFasBr5gGYPg2jbGvf8o6igjhMEMbc49N71zUcM1Vz6GgDR9gZ2XuB3IEZw58RDXgrV5cnSB5amAQMH8uxm3F14Zw%2BPiCVUafOjQ5oU8lDJseTvvTl9Ht0RvL4Rde9zA%2B5dJVjlfA%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=AVxigLJTjkaHI34F2t8aIHrlLHoxYeXSXtHfkBDYmEwl%2F%2F%2B6tgFmPADVH%2B5W%2BxPvUhhpkQpo9NwCblubk4s7Euxq%2Bi3TAQ%2BrGT4w7CmEBZT6Me1LmZR6Ivu41Y4rTUsGGOv9cr5gRI0JVz3OT%2BNkjIVFh0yEWRVIMyrQx4b9UuoF8Rz%2FJFJNIumSqtIsASfArEruKaHac8kcXe4WnVDMI1P9gfU%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=AVxigLLM%2Fg%2FKPTLinPYU7I3zAaG0m5UA610qZWFmYQLViPUp3Ksf1wOrurFMGv%2FiUTtKoX1vMCQpBRwpbGy4sLacZjMYPeeeMUJyMQq9%2FmUlSsmSSZ2wXyeBaRRhB27P%2BR8VDVB443ETP1REcpQY%2BsQsBENw9HGeQItYEUCM36u3J2UKKfGzMlxezN3%2FUEzBBNt71td%2F8bt5LuPBIdhFcMQ%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=AVxigLK8ugf6nKLTf95VECH%2F%2Fwgt1sRDR3Xot%2F89sZgRztVBHVKHC%2Fe%2FYIqEPdpTATejhpP5v1Fidnud%2FtEqdWDHBpxCXf9NyEd6bs6C8V80nwKNVkg9ihp2RMTtEdgCTGt%2FT0ai2mNPO8l773XYofVvdnJ3OMCAjWOQ028HKxR%2Fiu1Jwuqi5%2Bro1bKcV5fIpfnK6FAOfT1Z7kSYAW%2FcyVVW7NVi%2BQ%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=AVxigLKM9K7b1CLGjhbUjscUiPzXdCBhKZ7vNhaw1sVIEAZ5FjlpFNkAit7q1%2BCTgaQUp4GZiC7rb9CcyxGGGBj7wZJg6AJLzbKduO8%2Fxqnb9RdXgtBae0R7CYmDxXkakFCvWRVzlN88W%2FM1Fq4vPlkcZSwLewKkHE%2BZg28LGNRB1rQcJz8StdQWx8Xtcf7m1exOPXSNSM1ZCTFfxKDZmEYFF%2F7Vq0w%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=AVxigLK3T1aH46u3WYswEdXznVI1HiCzHb09N6XdAMrRK3Def8a3f4vbNIcjVQ%2B0eXrdlA9LEhraX07yUWNa69uHcpjAu8mBxV%2FclYjN9CUg%2FisgvqutKWrfwdSNBF6J0BOC2iri4f5usvZHIE%2BE2atrtdISzh983BHSttwbVqNEldvbCmeDD37T%2FdQfE86tGR8g%2F0D8FgneDIsLLh1Cy%2BCBWR4%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=AVxigLJeZJ0uOkVo0mDKvyOsnP33XJpz36W%2B%2FSgD5apw6V8uibgQnSD8THVowL0L4UurMrR9Mvgabt%2FTP9GyNQb2XVN3d3pmW4U86%2FSjvzBrtu7T0qdCo3Fiyg1Vyk5kZi%2BtKt9chibmJyyu9wN2qR0pqoiD26Ud%2FnY1WknAjhO%2BcTAZtOpVaNXOxB3G1FVVzund7TjVDVPWPujRxetKJg%2B3cw%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=AVxigLKQRm%2FVeeRiVO9CTpR0AePY3CMYM4YEaWH8y3226nZqEvEVojD5%2FnsU3BZ1aa4LYzbP%2FH73MUks2o%2BR%2BiCp%2FrWvNj59yvNQxS%2FEMausmt1Zo%2B2YDoPraxJmV%2BC690XVCQh8A4TH9dtOvvZRD6ub5CwGNQIs%2FUe%2F1iMT9VhfeT7WYH%2BuziTdCr7AMZ73cl0ShkgdRXNq%2B2Av%2B%2FIgWjc1kCcvLCczElpcpqUGfE6otwAu4Q%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=AVxigLJ%2FL3owTmZTLsCo3ahwofExXgQw8lp3m5zxard2HhUSUd8a8vkkzYgOEKnQFnmW5fQ%2BFm2gacuO%2BCCcqMaUcZ2fcUYEBl6ifwuePm03XUbwMhdI6f6AdgC0DtPCgGVVPEupDPU9zFITGM%2BGawV1rmIcw%2BI%2BakDLKBJW2n0LPHwuiAb5DxqrCQXg%2FoXbzKfFLLro0%2FZxuLXDzOT5hMPawa2x&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=AVxigLLqVfMauXmg3NmmVIaPsg2lQ2kY6ExgJTN2EHKfMJR5BXrD%2FjNss2v0CekhmXciSm07qG8xjW4FkwXOafbF%2BJ86uNpZBtT%2Fxj%2B6G%2F0O3asYZg9WSPHjqUfGX%2BaDYp%2BDBI9coBuz7m8B3dX%2BllZen4IawwsciKqCYSs7SIweJwllckKYEzV%2Fupsn%2B%2FiJ8oZipswvh6EiiiHLkS28RZGMMjfX3Q%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=AVxigLII6dsxCvbyj6UD3KuPB9J3CUtEOWS5YBmyhUP1ebEdGTQFtHn8Hw4XepSqLWlA8eTV5AUxR6DbxaSyw0zCSKRrROkjeTRsGFWEdUJ7R2CbK6hyOkVoPk6%2BpayQiscGjaLTQsvAxqJ6ytxXsq0fmmdo96EAdc801QOgo4Gqdmrh0N1h2negpx1axz6UVwtCF2CPNAdrf3odPuVZu1FGzpSOKf0EhtY%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=AVxigLIEs4sfW9MBgI03WvzX4CZAKOmDd8LC6ZEbuXop1v4Z%2BsunikXsVbTeqRQM18ARflT%2BmisqwubpzCPpMxUBig1HV8HUvUQrOc8q2xdQ0f6GE6O3qn%2FlBeU6gI6Zxq9TENTevCGsEZ%2FZogismM9ySAXjp4SQ7RN9OzQqPAgq4Vv1bAFQM2289bG0pGJkugW7GmMvnxQnE2Nk5yU0FViylXQ%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=AVxigLIN7pyf%2FZ17hC%2BL%2B5cN3Py4MqeACm2EksLyBpVfTc3aJHld5oQmyQh%2F4A33Cx9Hy216CJaRiiiOFd2GUVTVBprXU0Q9OgRjoVXenCXp9y%2FH5w9rfW5xT0V1hCCUITQ9IlUeb3afKkVzdD40xUhvzomhrFAY%2BDd6H0niZ6O8UQsmuprtMefv8gbZVKjmEba%2FyxteaF7vS%2FpBSC0%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=AVxigLLuNXtk8z5LtjQ%2FbweOYHqSq9ikWwmsGF2VRjBtZt7rryPVsYusCyLGupGDHn6coEjEkP%2BPYcqxQDa9bmLQhKSytHxlX0zwRpeIcXqGICXtlMFio0Rqf6zxXng1B3JS00ZV0IOZx6kEJWo6jYudcea9yKmjWvgN5cpERXqbHm2GqSGqU1rRh8CxSCIVElV1tEwV6w%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=AVxigLK7gn6HDhLCflBrYuwx0mlSxEA%2Biz1Ab8DVaKjNvj85vudIafQd231YNwPnu1RfpX%2FqjyroH%2FdodV9SAK4rj41U%2FJrd29Cho7dFx6PyTmHKMM%2FXXnoMt1NyFXm%2F4uugRK53HrWZ8InTgciYnM5cXVmuxqWCsP0s59sAFcmJxD3IEivDwGqaaAg35jrANtm%2F3%2FDI&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=AVxigLJkrNhf0akCYTrWmKAArR5ig006qzizYNImWmUN7aUmRNisnF%2Br0lPGQVCNxstcv5hYxoo%2Bk8H3H%2BLS3Td9qYiizcOlixC%2Fkl9BEoMwOd4EqM3HFK1hVxJYzWpA%2FJ%2FXTZXS%2Bq7I%2FCc7MfFtctTqFJJcv06SardBjuBJkhZN%2FFcGcCIyY4MT0ezbkfmjnV2L4sELJPtfu3Un8A%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=AVxigLLJ2vN%2FTdkLT9DJJywOQKBCN3enakkrm8iI8YADNUbsPZ3lFm0ohAGjQaUkok5O7sSaq7Ms%2FKwoWiExHAwGySikRVi738g4PdBFDVUO0pPe%2BAEyux3jZanjZhSOemiJkOms8Jb9bjukq6odKAtQ9UwHpnOyr1KeEfbLaL8ezxt7zyatvXnAa7c9x70OVjRW6fJE3W160jHonYg1ARiVJ5C1%2FZdSSpE%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=AVxigLLdgsF3UOPhEr4ncKKOQf8mT%2BrgIpmdY3RkH7ZEws6xjI3vpU%2BDbKm3kzcymYB7GipyZH0fm6iBtvO%2BD%2FoPpwsH2CySWXFvrZEqEdPdifqREm4AO%2FZJR%2FyR88NOeny4xA3MHZ9Cs8evzpdfOJFZNoJejNO7ujqx8t66TRV%2FbW4uSAE9abzMZFUBD%2FhZRxyJ%2FyhVu7L%2FUkQmwZnGgIaiNuBaJY%2Fgr%2B6N1tE%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=AVxigLKtvGKfuTHTlHTB93k0GPad7uVTZt2Heo6trd98mIPGaOnKrJ8Ks%2FFJvba9mRMN%2FEMdwjvLg4EWZXA%2FpcONSujQ0hx3vj9sX41F7SncwC09a%2B24yaDmGUVNKhjxDSwH3gZSdnHH3MS57GXrSyh0e4U5SLyxB03LMHvKQ%2FvehAozxyK10Hmq78if89j4O%2FUa34unOkHj3lHtEMM83QrkBvkkfZ544uA%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=AVxigLJkrNhf0akCYTrWmKAArR5ig006qzizYNImWmUN7aUmRNisnF%2Br0lPGQVCNxstcv5hYxoo%2Bk8H3H%2BLS3Td9qYiizcOlixC%2Fkl9BEoMwOd4EqM3HFK1hVxJYzWpA%2FJ%2FXTZXS%2Bq7I%2FCc7MfFtctTqFJJcv06SardBjuBJkhZN%2FFcGcCIyY4MT0ezbkfmjnV2L4sELJPtfu3Un8A%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=AVxigLJtXO4mPVNBa0oQPF%2Fev0%2BPdFSINa3CGWboC4Ya60lSX5s7qC11gdYxQuJKDvnTZSOoDG4bD8GDwV22EWxetFcV6aUKezlfdn18UFw04Bxv8iOTb24zSxF5iHGBoqX7Yb11MbbiqNRE%2FKxB%2B0R09bpL5PqorN9xRO2afeI1nUQfaPoZAwzVxljLFzx568afh%2B5lQ46iFtgAZZHzVV4%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=AVxigLI5FJZgE%2BOOJb32l5K3lwcMCIBXW4DppeObE4VD1RW%2BPWyLlLu8W36SBM%2FAnwsoYJF5fnlOKP9xaXBonhjYh2JNx0zpf0xDsfIz%2FSn%2BYARkZK5f71%2FDD7clfaAXNMV197QPsx6bm%2F4kHEDFfqhNXVdVBCQpa1tC4iQ4XPnRBZ2cLA%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=AVxigLKjP3MKRwUyVKWQaiB5s%2FdwSJ5yOW6sy6fw2mzH55YcIrIswZQIEVFYobbGj0AM9W41a27CuUGTPF7yPpw6qdmKq5YzoZAsH0U6fFTSClAriGnseIMMVabPXuNoWta9veMZ5CeczRl0%2FqCoaF7I3MCk3yfyvgPjDaZOHMOk2KnoyhgbYrVnFgWNgcsyJw%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=AVxigLLuqH1sKyjEK2ksgI4WPejibg90joMc2hGSx5O03bb9xk02iqbdreMU%2Bgby%2BBYsK84p2E6c6Yet7VW%2BPva%2Bf%2FnfYA7A%2F6cSU1t4tGFjTQO2k%2B5xZX90Eu6gKsg%2F%2Bq45vgJg%2B0UjNMHJyMoK1uNfHeO%2BZv16TCHgzJzJRTAF&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=AVxigLKfGbB%2FJ%2BvNgxeF9Kn5uGlii5OFzMQ3EjejAGLMZy%2FU5GOHw01HnA5L%2BWqaywwjelK7JDY7JY5Yttbd1X6M49uKRSrdjh5z23S8aMahksfNhnYddkiFhhDTYE%2FrAc9UcDUriu0aj2txPdSOIQnoyJO9ph9siDdyWjV5dIO6tEJ1Vj7IlIrOEv2WZQ%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=AVxigLKag243Fec%2FisvD6IYAjCmBR8qaj1WQWLC2auFp7JreWPfO0X9SVFwv3ANlAefg%2F934cAbRnffZ%2BbQdKXpOBva%2FB6u4NJ4MaPOgtT8ka7QUq24J6SgW%2Bqk3C%2F%2F4aQDjPubV2zhk%2FeD3VAxkZiZdEV1I0c2SiWdnuYwVKVQiMoF5EJHcewR%2FUjuqRcKdJLbSlaI0ZXa9HA%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=AVxigLKjuStHOGgg9vYt%2FLpczHMQ5lWvQk2AF5u2kwB2a8lv3TDTvV8cDGCg34KT4APFiiBy555Uc4MVbq%2BD59yejKxaUF6mX%2FVeizbkLGuonxSPEfpqiwRddAIB2YfMnswmKEUe8zJWQmM3U%2B%2B%2B%2F9pVR7xRJAhcTM7%2Fmgs%2BADFqXgjpmJ6bC%2FoxjHcJ6Q%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

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

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

[ Industrial IIoT ](https://www.rayven.io/services/industrial-iiot)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLKRE%2BetgNXblgSsRk2UKDpPP6rzU9NTFEQixHjl%2FRT7I9BXEp8KP8Pjsgg7pKr5C89Xn2n7YgmYN60hK1sTVk6tsTEilGk786ZwzEs1T52y8gIYeqxocZdsL2qzEBjIl4XsD8dZ%2Bkq%2FemtJ3LgmwCpVL%2BFIyhwPCoOOFMwVs8T35A%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLI5hX8R0uaATZOAfQ3s2Zj%2Bi0x3ZBf%2FPCji9rGuE7fa9uWo2%2B6ok51u5nGa8K7P6%2BR9lh87jRpwdwLa%2Bv7uLvLI0i88F1alQJezGjnRKVZ9vzJIZqxgt%2FWKZ3RIBqd%2FOYpgDFWRK%2FVCfrFssmjtNjqyY%2BsVIO0f6pyKydP4zl2yyNU2WjUbdFfYNIquz17mww%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=AVxigLJdq8JSfBTCl4DCFpy%2BxyCQDIMAj5m2ecUqJwF8GxU2B9RgRdpPq6lO6vMjtm7L3%2FuhsAHR9yYeja8zonyFXjiU84GYZvyKhoIsyg9ai5LwubWqiWNxHPKQVNNUUkTjcMlsqg%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=AVxigLJdq8JSfBTCl4DCFpy%2BxyCQDIMAj5m2ecUqJwF8GxU2B9RgRdpPq6lO6vMjtm7L3%2FuhsAHR9yYeja8zonyFXjiU84GYZvyKhoIsyg9ai5LwubWqiWNxHPKQVNNUUkTjcMlsqg%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=AVxigLJOPYuRgf81FyCIgMbV8WtCgDsTffi9MtPhj3x1MVtX9Ia0qhmptsJKn%2BvbkdUTQFB340UvJ1QRupXUkRVWAHtsgtT3zpITsl4fqFkjhLRVbtDddYh3aBdNOm%2Bx7YBNWhcxDhirq7TemDzSp8vaPbIVh%2FhIkrSh4I98qVxkdv5LKEprJS%2FI%2BSf7gypgi8GiA27Q1U0rGLLvWlBoPdhhqQ%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=AVxigLJDPoz655GsFpdaM26XWvTzQgHgCdZmWmaGiqr5IQayuYtxhj03MbiDtAdvoH6eu%2BNuGwucCRi6XxYggedaW1uKp3mSmmVaozID%2FvGMQUPIaUS8z1Zt1a26pPpoX4cS%2BkeAA5jUfcEytZDOmZYBTFgge1nTM9yzz3pnZwCFSd8QgATI5BH6ysuVoHBnlOLFJJtZYB3J1btmMw%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=AVxigLKdWruC09xhGh3TLZx2MhkszE7nm%2Bqf95eRr2KhWPd3iv3bvo4jVXzzJHitzXAuDEJbIuFasBr5gGYPg2jbGvf8o6igjhMEMbc49N71zUcM1Vz6GgDR9gZ2XuB3IEZw58RDXgrV5cnSB5amAQMH8uxm3F14Zw%2BPiCVUafOjQ5oU8lDJseTvvTl9Ht0RvL4Rde9zA%2B5dJVjlfA%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=AVxigLJTjkaHI34F2t8aIHrlLHoxYeXSXtHfkBDYmEwl%2F%2F%2B6tgFmPADVH%2B5W%2BxPvUhhpkQpo9NwCblubk4s7Euxq%2Bi3TAQ%2BrGT4w7CmEBZT6Me1LmZR6Ivu41Y4rTUsGGOv9cr5gRI0JVz3OT%2BNkjIVFh0yEWRVIMyrQx4b9UuoF8Rz%2FJFJNIumSqtIsASfArEruKaHac8kcXe4WnVDMI1P9gfU%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=AVxigLLM%2Fg%2FKPTLinPYU7I3zAaG0m5UA610qZWFmYQLViPUp3Ksf1wOrurFMGv%2FiUTtKoX1vMCQpBRwpbGy4sLacZjMYPeeeMUJyMQq9%2FmUlSsmSSZ2wXyeBaRRhB27P%2BR8VDVB443ETP1REcpQY%2BsQsBENw9HGeQItYEUCM36u3J2UKKfGzMlxezN3%2FUEzBBNt71td%2F8bt5LuPBIdhFcMQ%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=AVxigLK8ugf6nKLTf95VECH%2F%2Fwgt1sRDR3Xot%2F89sZgRztVBHVKHC%2Fe%2FYIqEPdpTATejhpP5v1Fidnud%2FtEqdWDHBpxCXf9NyEd6bs6C8V80nwKNVkg9ihp2RMTtEdgCTGt%2FT0ai2mNPO8l773XYofVvdnJ3OMCAjWOQ028HKxR%2Fiu1Jwuqi5%2Bro1bKcV5fIpfnK6FAOfT1Z7kSYAW%2FcyVVW7NVi%2BQ%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=AVxigLKM9K7b1CLGjhbUjscUiPzXdCBhKZ7vNhaw1sVIEAZ5FjlpFNkAit7q1%2BCTgaQUp4GZiC7rb9CcyxGGGBj7wZJg6AJLzbKduO8%2Fxqnb9RdXgtBae0R7CYmDxXkakFCvWRVzlN88W%2FM1Fq4vPlkcZSwLewKkHE%2BZg28LGNRB1rQcJz8StdQWx8Xtcf7m1exOPXSNSM1ZCTFfxKDZmEYFF%2F7Vq0w%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=AVxigLK3T1aH46u3WYswEdXznVI1HiCzHb09N6XdAMrRK3Def8a3f4vbNIcjVQ%2B0eXrdlA9LEhraX07yUWNa69uHcpjAu8mBxV%2FclYjN9CUg%2FisgvqutKWrfwdSNBF6J0BOC2iri4f5usvZHIE%2BE2atrtdISzh983BHSttwbVqNEldvbCmeDD37T%2FdQfE86tGR8g%2F0D8FgneDIsLLh1Cy%2BCBWR4%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=AVxigLJeZJ0uOkVo0mDKvyOsnP33XJpz36W%2B%2FSgD5apw6V8uibgQnSD8THVowL0L4UurMrR9Mvgabt%2FTP9GyNQb2XVN3d3pmW4U86%2FSjvzBrtu7T0qdCo3Fiyg1Vyk5kZi%2BtKt9chibmJyyu9wN2qR0pqoiD26Ud%2FnY1WknAjhO%2BcTAZtOpVaNXOxB3G1FVVzund7TjVDVPWPujRxetKJg%2B3cw%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=AVxigLKQRm%2FVeeRiVO9CTpR0AePY3CMYM4YEaWH8y3226nZqEvEVojD5%2FnsU3BZ1aa4LYzbP%2FH73MUks2o%2BR%2BiCp%2FrWvNj59yvNQxS%2FEMausmt1Zo%2B2YDoPraxJmV%2BC690XVCQh8A4TH9dtOvvZRD6ub5CwGNQIs%2FUe%2F1iMT9VhfeT7WYH%2BuziTdCr7AMZ73cl0ShkgdRXNq%2B2Av%2B%2FIgWjc1kCcvLCczElpcpqUGfE6otwAu4Q%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=AVxigLJ%2FL3owTmZTLsCo3ahwofExXgQw8lp3m5zxard2HhUSUd8a8vkkzYgOEKnQFnmW5fQ%2BFm2gacuO%2BCCcqMaUcZ2fcUYEBl6ifwuePm03XUbwMhdI6f6AdgC0DtPCgGVVPEupDPU9zFITGM%2BGawV1rmIcw%2BI%2BakDLKBJW2n0LPHwuiAb5DxqrCQXg%2FoXbzKfFLLro0%2FZxuLXDzOT5hMPawa2x&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=AVxigLLqVfMauXmg3NmmVIaPsg2lQ2kY6ExgJTN2EHKfMJR5BXrD%2FjNss2v0CekhmXciSm07qG8xjW4FkwXOafbF%2BJ86uNpZBtT%2Fxj%2B6G%2F0O3asYZg9WSPHjqUfGX%2BaDYp%2BDBI9coBuz7m8B3dX%2BllZen4IawwsciKqCYSs7SIweJwllckKYEzV%2Fupsn%2B%2FiJ8oZipswvh6EiiiHLkS28RZGMMjfX3Q%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=AVxigLII6dsxCvbyj6UD3KuPB9J3CUtEOWS5YBmyhUP1ebEdGTQFtHn8Hw4XepSqLWlA8eTV5AUxR6DbxaSyw0zCSKRrROkjeTRsGFWEdUJ7R2CbK6hyOkVoPk6%2BpayQiscGjaLTQsvAxqJ6ytxXsq0fmmdo96EAdc801QOgo4Gqdmrh0N1h2negpx1axz6UVwtCF2CPNAdrf3odPuVZu1FGzpSOKf0EhtY%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=AVxigLIEs4sfW9MBgI03WvzX4CZAKOmDd8LC6ZEbuXop1v4Z%2BsunikXsVbTeqRQM18ARflT%2BmisqwubpzCPpMxUBig1HV8HUvUQrOc8q2xdQ0f6GE6O3qn%2FlBeU6gI6Zxq9TENTevCGsEZ%2FZogismM9ySAXjp4SQ7RN9OzQqPAgq4Vv1bAFQM2289bG0pGJkugW7GmMvnxQnE2Nk5yU0FViylXQ%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=AVxigLIN7pyf%2FZ17hC%2BL%2B5cN3Py4MqeACm2EksLyBpVfTc3aJHld5oQmyQh%2F4A33Cx9Hy216CJaRiiiOFd2GUVTVBprXU0Q9OgRjoVXenCXp9y%2FH5w9rfW5xT0V1hCCUITQ9IlUeb3afKkVzdD40xUhvzomhrFAY%2BDd6H0niZ6O8UQsmuprtMefv8gbZVKjmEba%2FyxteaF7vS%2FpBSC0%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=AVxigLLuNXtk8z5LtjQ%2FbweOYHqSq9ikWwmsGF2VRjBtZt7rryPVsYusCyLGupGDHn6coEjEkP%2BPYcqxQDa9bmLQhKSytHxlX0zwRpeIcXqGICXtlMFio0Rqf6zxXng1B3JS00ZV0IOZx6kEJWo6jYudcea9yKmjWvgN5cpERXqbHm2GqSGqU1rRh8CxSCIVElV1tEwV6w%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=AVxigLK7gn6HDhLCflBrYuwx0mlSxEA%2Biz1Ab8DVaKjNvj85vudIafQd231YNwPnu1RfpX%2FqjyroH%2FdodV9SAK4rj41U%2FJrd29Cho7dFx6PyTmHKMM%2FXXnoMt1NyFXm%2F4uugRK53HrWZ8InTgciYnM5cXVmuxqWCsP0s59sAFcmJxD3IEivDwGqaaAg35jrANtm%2F3%2FDI&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=AVxigLJkrNhf0akCYTrWmKAArR5ig006qzizYNImWmUN7aUmRNisnF%2Br0lPGQVCNxstcv5hYxoo%2Bk8H3H%2BLS3Td9qYiizcOlixC%2Fkl9BEoMwOd4EqM3HFK1hVxJYzWpA%2FJ%2FXTZXS%2Bq7I%2FCc7MfFtctTqFJJcv06SardBjuBJkhZN%2FFcGcCIyY4MT0ezbkfmjnV2L4sELJPtfu3Un8A%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=AVxigLLJ2vN%2FTdkLT9DJJywOQKBCN3enakkrm8iI8YADNUbsPZ3lFm0ohAGjQaUkok5O7sSaq7Ms%2FKwoWiExHAwGySikRVi738g4PdBFDVUO0pPe%2BAEyux3jZanjZhSOemiJkOms8Jb9bjukq6odKAtQ9UwHpnOyr1KeEfbLaL8ezxt7zyatvXnAa7c9x70OVjRW6fJE3W160jHonYg1ARiVJ5C1%2FZdSSpE%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=AVxigLLdgsF3UOPhEr4ncKKOQf8mT%2BrgIpmdY3RkH7ZEws6xjI3vpU%2BDbKm3kzcymYB7GipyZH0fm6iBtvO%2BD%2FoPpwsH2CySWXFvrZEqEdPdifqREm4AO%2FZJR%2FyR88NOeny4xA3MHZ9Cs8evzpdfOJFZNoJejNO7ujqx8t66TRV%2FbW4uSAE9abzMZFUBD%2FhZRxyJ%2FyhVu7L%2FUkQmwZnGgIaiNuBaJY%2Fgr%2B6N1tE%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=AVxigLKtvGKfuTHTlHTB93k0GPad7uVTZt2Heo6trd98mIPGaOnKrJ8Ks%2FFJvba9mRMN%2FEMdwjvLg4EWZXA%2FpcONSujQ0hx3vj9sX41F7SncwC09a%2B24yaDmGUVNKhjxDSwH3gZSdnHH3MS57GXrSyh0e4U5SLyxB03LMHvKQ%2FvehAozxyK10Hmq78if89j4O%2FUa34unOkHj3lHtEMM83QrkBvkkfZ544uA%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=AVxigLJkrNhf0akCYTrWmKAArR5ig006qzizYNImWmUN7aUmRNisnF%2Br0lPGQVCNxstcv5hYxoo%2Bk8H3H%2BLS3Td9qYiizcOlixC%2Fkl9BEoMwOd4EqM3HFK1hVxJYzWpA%2FJ%2FXTZXS%2Bq7I%2FCc7MfFtctTqFJJcv06SardBjuBJkhZN%2FFcGcCIyY4MT0ezbkfmjnV2L4sELJPtfu3Un8A%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=AVxigLJtXO4mPVNBa0oQPF%2Fev0%2BPdFSINa3CGWboC4Ya60lSX5s7qC11gdYxQuJKDvnTZSOoDG4bD8GDwV22EWxetFcV6aUKezlfdn18UFw04Bxv8iOTb24zSxF5iHGBoqX7Yb11MbbiqNRE%2FKxB%2B0R09bpL5PqorN9xRO2afeI1nUQfaPoZAwzVxljLFzx568afh%2B5lQ46iFtgAZZHzVV4%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=AVxigLI5FJZgE%2BOOJb32l5K3lwcMCIBXW4DppeObE4VD1RW%2BPWyLlLu8W36SBM%2FAnwsoYJF5fnlOKP9xaXBonhjYh2JNx0zpf0xDsfIz%2FSn%2BYARkZK5f71%2FDD7clfaAXNMV197QPsx6bm%2F4kHEDFfqhNXVdVBCQpa1tC4iQ4XPnRBZ2cLA%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=AVxigLKjP3MKRwUyVKWQaiB5s%2FdwSJ5yOW6sy6fw2mzH55YcIrIswZQIEVFYobbGj0AM9W41a27CuUGTPF7yPpw6qdmKq5YzoZAsH0U6fFTSClAriGnseIMMVabPXuNoWta9veMZ5CeczRl0%2FqCoaF7I3MCk3yfyvgPjDaZOHMOk2KnoyhgbYrVnFgWNgcsyJw%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=AVxigLLuqH1sKyjEK2ksgI4WPejibg90joMc2hGSx5O03bb9xk02iqbdreMU%2Bgby%2BBYsK84p2E6c6Yet7VW%2BPva%2Bf%2FnfYA7A%2F6cSU1t4tGFjTQO2k%2B5xZX90Eu6gKsg%2F%2Bq45vgJg%2B0UjNMHJyMoK1uNfHeO%2BZv16TCHgzJzJRTAF&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=AVxigLKfGbB%2FJ%2BvNgxeF9Kn5uGlii5OFzMQ3EjejAGLMZy%2FU5GOHw01HnA5L%2BWqaywwjelK7JDY7JY5Yttbd1X6M49uKRSrdjh5z23S8aMahksfNhnYddkiFhhDTYE%2FrAc9UcDUriu0aj2txPdSOIQnoyJO9ph9siDdyWjV5dIO6tEJ1Vj7IlIrOEv2WZQ%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=AVxigLKag243Fec%2FisvD6IYAjCmBR8qaj1WQWLC2auFp7JreWPfO0X9SVFwv3ANlAefg%2F934cAbRnffZ%2BbQdKXpOBva%2FB6u4NJ4MaPOgtT8ka7QUq24J6SgW%2Bqk3C%2F%2F4aQDjPubV2zhk%2FeD3VAxkZiZdEV1I0c2SiWdnuYwVKVQiMoF5EJHcewR%2FUjuqRcKdJLbSlaI0ZXa9HA%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=AVxigLKjuStHOGgg9vYt%2FLpczHMQ5lWvQk2AF5u2kwB2a8lv3TDTvV8cDGCg34KT4APFiiBy555Uc4MVbq%2BD59yejKxaUF6mX%2FVeizbkLGuonxSPEfpqiwRddAIB2YfMnswmKEUe8zJWQmM3U%2B%2B%2B%2F9pVR7xRJAhcTM7%2Fmgs%2BADFqXgjpmJ6bC%2FoxjHcJ6Q%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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLIpAuEK69KzTN%2BDNEcBEzXiXXC%2BQvewx3uqRDbLdJfuuKRibR8Yhix3JXtVwRDoPdAxQ7HMJdEF38DjTVuAoMxzar9nJ0%2B9JHz4wIMPtGFAsw1h3ulDaNYKEPP%2BZfMX%2B0n%2FGVc12lUw9o%2B%2FyX3gz7m7%2BNPG44%2B%2FZjkOVqENDv9a&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=AVxigLKRE%2BetgNXblgSsRk2UKDpPP6rzU9NTFEQixHjl%2FRT7I9BXEp8KP8Pjsgg7pKr5C89Xn2n7YgmYN60hK1sTVk6tsTEilGk786ZwzEs1T52y8gIYeqxocZdsL2qzEBjIl4XsD8dZ%2Bkq%2FemtJ3LgmwCpVL%2BFIyhwPCoOOFMwVs8T35A%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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AMAZON INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect Amazon Redshift 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 Redshift](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Databases/amazon-redshift-logo.jpg)

Live demo · Claude querying Amazon + ops via Rayven MCP

RS

What's the status of the Kinesis / MSK → Amazon Redshift flow today?

C

**All flowing.** Real-time CDC into Redshift via Streaming Ingestion is live. No blockers flagged.

Kinesis / MSKAmazon Redshift

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)
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- ![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)
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- ![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)
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- ![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)
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- ![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.

Redshift holds the modelled analytical layer but operational reads still come from a separate cache. Streaming Ingestion lands the data, then downstream systems still poll. AI agents lose seconds to cluster latency. Custom apps build their own DISTKEY-aware query layer because Redshift wasn't designed for high-concurrency app workloads at sub-second latency.

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 Redshift through stale UNLOAD-to-S3 jobs rather than live queries
- Real-time CDC from operational OLTP into Redshift via the Streaming Ingestion path
- [Amazon Athena](/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration) federation when query patterns cross open S3 data + Redshift cluster tables
- AI agents querying live Redshift through MCP rather than batched BI cubes
- Customer-facing apps + portals backed by Redshift result sets with per-tenant security and cluster-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.

Kinesis / MSK → Amazon Redshift

#### Real-time CDC into Redshift via Streaming Ingestion

Operational events from Kinesis + MSK stream directly into Redshift Streaming Ingestion materialised views. CDC from [Salesforce](https://www.rayven.io/solutions/data-integration-platform/crm-integration/salesforce-sales-cloud-integration), [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration) + custom OLTP arrives sub-second, not nightly.

U

Anything that needs my attention right now?

AI

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

AmazonKinesis / MSK

Amazon Redshift → CRM, ERP + ops apps

#### Reverse ETL in real-time

Account scores, segments, propensity models + Redshift materialised views push back to [HubSpot CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration/hubspot-crm-integration), [Xero](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration/xero-accounting-integration) and custom ops apps the moment a Redshift query completes - DISTKEY-aware so cluster load 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 Redshift → Claude + AI agents

#### Claude queries Redshift live via Rayven MCP

Claude + your AI agents query live Redshift clusters through [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Row-access policies, column-level grants + IAM role boundaries travel through the connection - no extract, no leakage.

U

Status check - is everything in sync?

AI

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

AmazonClaude + AI agents

Amazon Redshift + Athena → Federated fabric

#### Redshift + Athena federation in one query

Cluster tables + open S3 data join with [Amazon Athena](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration) via Redshift Spectrum and Rayven's fabric layer. Same-parent AWS estate stays one query plane, with Concurrency Scaling routing cost-aware.

U

Anything that needs my attention right now?

AI

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

AmazonFederated fabric

Amazon Redshift → Custom apps + portals

#### Customer-facing apps on Redshift

Portals + embedded analytics on top of Redshift via [Rayven's app layer](https://www.rayven.io/platform). Cached result sets, RBAC + per-tenant filters handled - Concurrency Scaling kicks in only on real analytical demand.

U

Full picture on this account before my call?

AI

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

AmazonCustom apps + portalsUnified

Amazon Redshift → ML pipeline

#### ML training data + real-time inference

Redshift ML + UNLOAD to S3 feeds model training, then Rayven streams predictions back into ops systems in real-time. No batched scoring, no separate inference store.

U

Status check - is everything in sync?

AI

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

AmazonML pipeline

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 **Redshift DISTKEY/SORTKEY-aware routing + Concurrency Scaling orchestration**.

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-redshift-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

Redshift Streaming Ingestion + DISTKEY-aware routing

Built in

COPY-only, no streaming

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.

DISTKEY + STREAMING INGEST NATIVE

#### Built for Redshift's MPP + RA3 model.

Rayven uses Redshift Data API + Streaming Ingestion from Kinesis and MSK for sub-second CDC, with **DISTKEY and SORTKEY-aware query routing** so dashboards never collide with analytical workloads. Concurrency Scaling, per-cluster IAM + row-access policies pass through every flow.

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 Redshift integration?

Amazon Redshift integration is the practice of connecting Redshift 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 warehouse data is usable everywhere it matters. Rayven delivers Redshift integration as part of an [AI data fabric](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric), not a one-way reverse ETL pipe.

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

Rayven uses Redshift's Data API, JDBC/ODBC, Streaming Ingestion from Kinesis, MSK and COPY/UNLOAD from S3 for real-time bidirectional sync. IAM roles + temporary credentials handled per request. Redshift Spectrum federation across S3 integrates as first-class events. See [the Rayven Platform](https://www.rayven.io/platform) for the integration + data layers.

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

Rayven connects Redshift to 1,228+ systems including [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), [Amazon Athena](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration) (same AWS parent), Kinesis, MSK, Kafka, AWS S3 + custom OLTP databases - plus AI agents via [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp).

#### How does Rayven use Redshift Streaming Ingestion?

Rayven publishes operational events to Kinesis or MSK; Redshift Streaming Ingestion lands them in materialised views without a staging hop. Rayven manages the materialised-view refresh + downstream propagation so CDC arrives sub-second across the [integration layer](https://www.rayven.io/platform#integration).

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

Yes - Redshift ships the Data API, JDBC/ODBC, Streaming Ingestion + Spectrum. Rayven adds value because production sync needs more than a connector: DISTKEY/SORTKEY-aware routing, Concurrency Scaling orchestration, 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 Redshift integration use cases?

Top use cases are CDC into Redshift via Streaming Ingestion, reverse ETL to CRM + ERP, [AI agents via MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp), Athena federation and customer-facing apps. See the [automations above](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration#automations) for specifics.

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

Rayven uses Amazon Redshift's Data API, JDBC/ODBC + Streaming Ingestion from Kinesis and MSK for real-time bidirectional sync, with IAM role authentication and temporary credentials handled per request. RA3-node separated storage, DISTKEY, SORTKEY-aware query planning and Concurrency Scaling are managed natively so analytical workloads never collide with operational reads. Materialised-view refreshes on top of Streaming Ingestion are orchestrated so CDC arrives sub-second across downstream systems. Row-access policies, column-level grants + Redshift Spectrum federation across S3 travel through every integration 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. Cross-cluster + cross-account Redshift estates reconcile via Rayven's customer-master layer; same-parent [Amazon Athena](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-athena-integration) federation handles when query patterns cross open S3 data and cluster tables. Claude + your AI agents query Redshift live through [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp). Validated against RA3, Redshift Serverless, reserved-node deployments 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>

- Solutions 
    - [Custom Applications](https://www.rayven.io/solutions/custom-software)
    - [Custom AI + Agents](https://www.rayven.io/solutions/custom-ai-solutions)
    - [IoT Solutions](https://www.rayven.io/iot-platform)
    - [Unified Data Platforms](https://www.rayven.io/solutions/unified-data-platform)
    - [Data Collection Tools](https://www.rayven.io/solutions/data-collection-software)
    - [Automations](https://www.rayven.io/solutions/automation-software)
    - [Integrations](https://www.rayven.io/solutions/data-integration-platform)

- [Platform](https://www.rayven.io/platform) 
    - [Platform Home](https://www.rayven.io/platform)
    - [Integration Layer](https://www.rayven.io/platform/integration)
    - [Data Layer](https://www.rayven.io/platform/data)
    - [Execution Layer](https://www.rayven.io/platform/execution)
    - [Presentation / UI Layer](https://www.rayven.io/platform/presentation)
    - [Security, Governance + Hosting](https://www.rayven.io/platform/security)

- [Use Cases](https://www.rayven.io/industries-and-roles)

- [Partner with Rayven](https://www.rayven.io/partners) 
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<https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/amazon-redshift-integration#body> 

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

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