---
title: Low-Code Data Orchestration | Simplify Integrations | Rayven
description: See how developers and IT teams use low-code platforms to automate, transform, and unify real-time data orchestration across systems - without heavy code.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/a%20lowcode%20data%20orchestration%20platform%20conceptual%20realworld%20modern.jpeg
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2BRs75RRmnj3ix1vxrje9%2Frq6yUcf1EZcSThS%2FXOHvpUFjm5Vr1Nx9iSTQkhJVTBN30vyTX3%2BagcKqkyanyEYXbgEJH8AggBJ3GV21oKQke93JcpxZBPlag%2FPjB1gm7l3SGw%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=AVxigLL%2BRs75RRmnj3ix1vxrje9%2Frq6yUcf1EZcSThS%2FXOHvpUFjm5Vr1Nx9iSTQkhJVTBN30vyTX3%2BagcKqkyanyEYXbgEJH8AggBJ3GV21oKQke93JcpxZBPlag%2FPjB1gm7l3SGw%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=AVxigLKwc4R2jljfwfvhLyLrUikGLV9Y8ld7hweLw%2F4NxxRVjmHira6kpat2c2UFE9d8TmYlgq8TuLxEY5x4nQGEDggJTZzvLBZfPOg9IoZIsSwQJ%2FRkxPrcRvd6d6idnZ3O6Y%2BglcsT2UeViYzzE7udaRVN3Jc%2BEI45v%2F0rJQGLAKK68JY3GgK%2FHDp65PQ6vY%2FgizWJ5y7ZdGxFZwXYAUGM%2BA%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=AVxigLIZUR39IouEom7Tdv1%2FCHKg%2BJu6IzXUYU5TpWGX6WzsOFbuwCl4I2TP4rb9l8nBJT6Slb9FosFrD9zuuDjkYnbSXznGEjmAQV4FTtQ4eHQ3Z6xyTXAS7Czrx6z%2FUgpWZW40ntCdlJgI9fz0b9vuqjiv5h1ukvhVxsJ%2Ffulgrw2kFoM3b2lyXXwr9jd4XGy0oKq%2FrfOwaFdJNw%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=AVxigLIYVuAWLfOv4gbWz43qkuTjez6tiUnopwj1nJb4GkZ4yeQoMnevfA4QhFSMeodjvlghk2unt7FrlxIJU2QHhIbvjVVJpGY6WkTA5PH5Kb2ir%2FDQDw3RFbSXbKnxuoduqgNT1hPLPPvzjIIPADf3%2FiMC0AX7gi7TSZyZUbDv74rTuaQkweIghdzogfLQRJ4aPjeY2ZrZx%2FehnA%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=AVxigLIi2oLp%2BQ7%2B53bodokhm72RImwtqOLJFN4qhXrVkXWeF%2FylUQSvoWMj9D%2FLFtFlpLVbvvvU6S46j9cdT8H8B0%2B8YMqR3o5xJf4K4KC4Ou761ulVez%2BaLva2ajTO003A%2Bhj%2BuchcGfChFdbCcEo7vaCNpI5hw3df3qSCC3lctQ4v%2BGtDr%2Fjl2eI3o3ADSaHQnM7v2pyYNdawZRQxzvMe%2F0Y%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=AVxigLKF61zJTXr09KffjC1moTV7xxNPqyBYl3ZJuYVjRzRgE8N1l4AevMxyvqGKDtvsuPBwo2BiBScKVPVVgQk%2BMKj0uzYf6LMYEkMO6Mv9RpHCN9GzdGsUciJuBcvcrnkpGWawpqbGjnUfoKCWhBr1CqiYL4FZobM%2F9%2Bs4JSAw4Ow3l9T1GebcXnVS1Bzr7gZE4wbeU9jZiF8GRVaYT8E%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=AVxigLLbkdJwPxaPLZki91uBlvvHqcP%2FxCkRa8X7ZFsGNbwjuXeJAmNN3SgYj703Pyku%2FGO1injjFl1cfZ0s8yP2A4rX8tLj%2B0jR%2FxRrQF0g3bg%2FowLCaHQtv2PdUDF0lWn1Vv%2FqrRgg2dWlkbagVEGrlnkIAl6h3rcMN4zvOEzROiiFNondABAOOhovBoEPtJP4jjhWhQ0ip3r8yDpv5dLnLAteMQ%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=AVxigLIaAkOxya5HiMizzn7qGcQX7kRjxBGnsiClcug%2F%2BwsmRMfjMYmu3UrMVC5LOgqzRjVPFC6TJ71wZSW5qKggjMMbtJA6Feg2%2BpA8n8SxQgG9Z1bxCe9CNNBLsJN7KjkDo4K628qglTIL0GEzmdO1zwge7MHS4i4kcsp%2BGfoaE64DMB6%2FF0V6PNtmdJPjVN5Kl3NgunLE3hDxLeEC0ihD1H%2BMBkc%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=AVxigLLtywh6dXkKd5fo%2BIXHUJQOzbYb8dsP7%2FI%2FcsYTJraYu2YIdiVZS3zAukv0ZV873rGeSE0j%2FrWvaaPYrFdEHnAhTFXZ6VpjPWsG7e7bdcMSkFN0%2BxEFa3s0RgR4xRUngAqa6Dy4PRvJGdtftwx0s%2FGD7kUU2mTiJxs2qTOdzaVjAhVp7dvTjlzV2fwR8kUEKmxyIyniN3tE9r%2BFMlGsKMY%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=AVxigLKqC8grgL3rYk0yX%2ByLzZwNqU0%2FUsBBXoUQfs19Rckb%2F%2BxTdjII0haMjJ52LpqxpazPVV61shRP09JYClcC%2Box2NJXqDTc93iVJZo6I3LvXbjMpPbd%2BbZt8gBia9zhtN6Pwhd67rCmlMQ8FPqcZljXfS3LKPKj1f3Z8yBB3TlJmVDBLJXEpnjTnlYyI8mK5A54bMYK%2FlNZK69K9D44SRQ%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=AVxigLIRcZ5g0%2FBT9cq80%2BE0i825qtCG4n0GNEswtfnvUnIGHAaLjtSJ5vVWNVxShOpCP5kNFNcBa4ohLbMa6EIn2efnts2FD8DPqDQ4EDq3Qc6ovWwJ4j%2FOJjaoH2tQYWXS%2BCy7tCPo7wR1kc1A3TAOxif49p6hKvITLWS96VgEn0smv4aEl7XSpR681S4MU9bVqjWT2X5RFR1%2BG1mcyqpD4rFi7zYfgGGvstBpOT2b697Wgw%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=AVxigLI6pfRniBhHbLkzQD3nAvp4MMh%2B3is77lEKQ2pDbL6%2FheE6UDFFRSUhCrYH7hxUxgxLHvgrYrqifF%2BRO7tWaI0K8CGUgz4tbvN2x2M55pwkrtK%2FZIBgEk8%2BpRzHTImYdVbw3DjXkrRro70nEHlGj7EcIUIqnKLTI6C7apS76IlfgB8RGupwVRABGZAfk9L86dZt%2BrgZC3z2Oue%2FSHZb8MnG&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=AVxigLICoV7akXPeBdasWbd%2BxWfUepvZa%2B0OIzR4Yt60HjTHwb%2BhSbXM%2FJpAbBEkO4CgSZ%2FUfovUQ2q0%2FXDplhDpjagygBGqc9dMJvR54cD%2FsOwmGKL8Wspg77BxxtzjCFreoj9g5lCDbQLfOkbLeu8%2FquA9isnlaM06Y59LvpZDmWWCzXtBj8DCcqdS2qKEd57sZLOsszYHdRFkkfEZYt23LYbLpQ%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=AVxigLIv3XDVPkltGEQnApU3cg8Xmk4C2EFloE4An2lgytdusTaOsPXQCousm%2BO%2FoZH8NZfOo3M%2FeblkT3rJ45lVQHDr%2BbQXOyT5hCnAQTC5hri343RhBFnr59RmhV5tOrvQf3LIM4LCgdEsQgxFvM%2Bh3mEcafMJthm%2FfM0Wm84daKFUQz0IR4f6tqiUgzLOKRa%2FVQ86J8w9JCYL2muec%2BKSEaJ0RyLI4Jo%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=AVxigLIKI2va5Hq%2BD125Sb4OqpM0Vb3Q6z3Gr0PFYBp1ZY%2FOTZ75z%2B2LdLusR042m5B1oIy83qruzpag9jCjpLyh5OBloYOFu8Gd5DDEhoLZd7jBf4zEvB748hBvDUV0zBnufanqiMMo%2BsbM9hid%2Bvp8pwZnEdD9GVUvFRsnGGiz6MAf7I7StGohiN%2FntDa79yciJatxQMsGZyvn%2FexMnFxTazQ%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=AVxigLKXwXB%2BilcY5H5FrOJH40b92WOHGH0sDMLkteN2JJz%2BNybntkwyAXZqVtaBZy5YUyvHRJNnreUpniqIz55HiR%2BrSN7NSQmros7CPzjjv6PFSXlhoqwGwPYPgieL6aJycUru8s3QTUq0%2Fv4ASDkWtmkroYscIHEgVP%2BSFR0JxwovqW1IP8N8XJ%2Be3zAcRhvb5ZqhVEqP0KFuzLc%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=AVxigLICqQA2OvSZL5ztNqUbO8kgWMw%2FzT6d0MYGRuK0CiGmp5RRWXdEop%2FuwT9V4UnUry3Nw7U4GfdSp2%2Fy%2Fp8ZBpk0hpRpxHCTnuHqfFBakBINbUQk%2B9eKuQGM%2BeZewHX2F7Bpq%2Ftirp%2F2t9E3QcWi9KXFbWhH8hkNDkLvBq5rmrv1wMyoFYojPEO7nITyWr34yEMzGA%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=AVxigLK6TCeBvQIQ8AqQx9skp%2F8%2FTnULqmCwHvjpCnajSaPSqBQYl%2BcQQNxeVJFeLAe08tG%2BFtRYSi0BVKaK7OMelAD5tiuqRdFuFbIFpFaXZAcfGoBJebHpDYFI836lgyL9%2BiuD6EgSeAE2tDOCJMPO5viFkUKpTr%2BLSGijvy2WoY1L%2BnFGH4aMUc5DtbxJJIa9clKy&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=AVxigLK9VLZH6SMcKWdhEDtzOaHSpZC7WUbe2Vg02jFx77V%2BAx3KA49g9gH3BdtNnDcE1OcLCOFR2s7XARH%2F2D0Cq1PP7Cv1HwKBzw0EyKUw1NSR4LnqLVfTp2WOSLDuQ4xGTX1IU%2Blb2kG4GkPjm7wULx%2BynwpEL%2Bvu4hcQLV7PvxjwKnfKQVHrxO7w8nCJ%2F9e9U8867fyvqbn%2BHQ%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=AVxigLI78V9HgFljv9UuGkdvwWy9kUf7Jk%2FvHg8mXo0wDTS6IzlkfpBPSIS9i2824%2F8Gn10tgNMpOLmf61iJRIXqqwfztUOba88eRCKxP3ukjraCmLFo997pSK4XWB%2Bks9%2F8Tz8F3sFH%2Ft8VuM95Fbllc9UW8T1cesxEghopIvw7cddXz8tx1%2FqH9YM%2BSS%2BLDG25AouxdcKiU0RNdOGW40Mq47mUfslQR8I%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=AVxigLI5VNB4nol33InkIa%2FE272r9ybG7p6JLUwsbIRAWU04sVQL%2B9B68XfQjJel6YAQAnrMVUROeENSgqKf9qy6%2BQfzLXqYLIxyDqC4N72Tpm%2FLD%2FtK8rY7oTYmGFRss43auywsdLeDplqmaAdGhh7ue%2BGB79zKQwx6OISgVDYex54i268PMVvaHeYMUCK2BMh6%2FvZFvcw0cz40Q6EW9rBj%2B1dgxFg2Nz0MQWs%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=AVxigLJ%2FZ9fH1xwZN6%2FhVCln%2FQUZtzVijYvlhOCpL5tyjIk2Kp4FFShSyk95lsuXHFX7Rf6qdZYHpw%2BgjBOKe95ZHbqOTXo0Vz6YI3moZHw669YaVmLS%2BnpGYIpjv%2BY4%2BP2SLELtIB4xnuUVPqNTiNLgs7yEGnBhbrijPMSzzUlJUYQkd2mmPuD%2BQa6zmJIX2etogGj7zh7geNZR%2BhcIV4GTmB5RBXzN694%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=AVxigLK9VLZH6SMcKWdhEDtzOaHSpZC7WUbe2Vg02jFx77V%2BAx3KA49g9gH3BdtNnDcE1OcLCOFR2s7XARH%2F2D0Cq1PP7Cv1HwKBzw0EyKUw1NSR4LnqLVfTp2WOSLDuQ4xGTX1IU%2Blb2kG4GkPjm7wULx%2BynwpEL%2Bvu4hcQLV7PvxjwKnfKQVHrxO7w8nCJ%2F9e9U8867fyvqbn%2BHQ%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=AVxigLIQncgX4eckKKQKChwCVvavK9zqldhxg57U4NyDrMtgK2inRfUY6cVSR34SoAbQgOBzZ2ZsJvP5toO9YOoNV3dGoJVghsKnOLLWPR6yV4v8fHPF91kB5DvFF34NNPtFFI1ChBTaNMcO2T9ipqY9ajRQNWHTBHKAVvEROCqVRAv1hU97A8ec%2FS2BI5nsREwp3AxQXS3qoJuTJl9GqJk%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=AVxigLJqq6j9lbXhNOIV46L5S2tfuMex%2FNVTiG07%2Bewuj8LdaPPjtgcYKIBG1aTwF%2Brf9x2GIek5ni%2FjiwUDSbdpl2z6WEVWDYGdYTcmg48shS4i1fqpdC8UefmEA%2BAAAMzyg9b1PAyyJWkP00Ry7oqkeLRM0wJxNnBgc3ltoZPNjfQGWA%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=AVxigLKbATLvuvjTLN2OpC2SNRwbYbZgcskQnKwCD1VQbAhvf0dDd%2FB3OJvbWt6j1s0XYlfr98D9OL3JhFcriVUPTzrqDwabY3RO%2F%2BC8Esm0c5WEwlFFSlOzFTN2ORMAB9ZPW0pzQzYG30s%2FLpGC49dR95XjJa6wXj%2Bj35y%2By8jpqbgK2NdGMdk6u%2FU7gx8j%2BQ%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=AVxigLLxwkPMewzVolyZP2rrAKRqowysQnQoW1T1q6PTDzdYcjgjrdGRbjzXnnsmQ3t8EGW6hpvoHZC3CMBeIS77kMX3iRZkjVHdyd3jjlDWeMevSWNh6dfUyY7VbhIa0GunEqhmp%2F8%2BN6gyFUzEeHucK0O5rXHKDt0gXyZQ1p7k&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=AVxigLKVfc0g9TvCkpLJd0AaS1B4%2BeidO7X73mbex8AHk6rKJsSNHBjcBceDdnlEFyVal8jB1TQM2NjvF52YtNUikNZl%2FixPmig4Ll6BRwkbsNnK9rJp2%2BDzor0nZKHYWlj%2BVCUC4NnLrVJp5lBT8SHW7Wy0%2BgnCUClgSljzjzDHtxmKmOTAUP%2Fn4yTchA%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=AVxigLKXbaAZnKftG5bu35IrUwow4W5xw6EViVLmVl6ySbu8BqFSk9Fpl78DedZ40%2BSd8P697NMlwgRujKr66wtvgZ9BfXBLPlj9hBQFH161AcmiuDPSg%2BjD6HWpBKrukSaOu61KDqjsRJKTTjgChwT3nSF7Ub%2FLSO4NbhiV10a5eTACne%2FEROgGeNmkL%2F%2B01j55gp5o2oQpIA%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=AVxigLIPWZ%2BP%2BBepAHJAqyGbwca5NTxf%2FF4SVnkCL54Bn85av17ZXc1xM8ZlIkkpYxWgE4Mpw1H6QP1sxb68EjgsEXLlhBkeB%2B7Ipu0s3E9KZQ4bdr4VEWNuIBhCebYi5wAsMBl4Sa6d%2FOgCCIU7mNd62hyh4WJRorB3SEnZKR8Yfns90IaeUlHOSV2ZIA%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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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Library

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Our Company

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

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**

[ 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=AVxigLL%2BRs75RRmnj3ix1vxrje9%2Frq6yUcf1EZcSThS%2FXOHvpUFjm5Vr1Nx9iSTQkhJVTBN30vyTX3%2BagcKqkyanyEYXbgEJH8AggBJ3GV21oKQke93JcpxZBPlag%2FPjB1gm7l3SGw%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=AVxigLL%2BRs75RRmnj3ix1vxrje9%2Frq6yUcf1EZcSThS%2FXOHvpUFjm5Vr1Nx9iSTQkhJVTBN30vyTX3%2BagcKqkyanyEYXbgEJH8AggBJ3GV21oKQke93JcpxZBPlag%2FPjB1gm7l3SGw%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=AVxigLKwc4R2jljfwfvhLyLrUikGLV9Y8ld7hweLw%2F4NxxRVjmHira6kpat2c2UFE9d8TmYlgq8TuLxEY5x4nQGEDggJTZzvLBZfPOg9IoZIsSwQJ%2FRkxPrcRvd6d6idnZ3O6Y%2BglcsT2UeViYzzE7udaRVN3Jc%2BEI45v%2F0rJQGLAKK68JY3GgK%2FHDp65PQ6vY%2FgizWJ5y7ZdGxFZwXYAUGM%2BA%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=AVxigLIZUR39IouEom7Tdv1%2FCHKg%2BJu6IzXUYU5TpWGX6WzsOFbuwCl4I2TP4rb9l8nBJT6Slb9FosFrD9zuuDjkYnbSXznGEjmAQV4FTtQ4eHQ3Z6xyTXAS7Czrx6z%2FUgpWZW40ntCdlJgI9fz0b9vuqjiv5h1ukvhVxsJ%2Ffulgrw2kFoM3b2lyXXwr9jd4XGy0oKq%2FrfOwaFdJNw%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=AVxigLIYVuAWLfOv4gbWz43qkuTjez6tiUnopwj1nJb4GkZ4yeQoMnevfA4QhFSMeodjvlghk2unt7FrlxIJU2QHhIbvjVVJpGY6WkTA5PH5Kb2ir%2FDQDw3RFbSXbKnxuoduqgNT1hPLPPvzjIIPADf3%2FiMC0AX7gi7TSZyZUbDv74rTuaQkweIghdzogfLQRJ4aPjeY2ZrZx%2FehnA%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=AVxigLIi2oLp%2BQ7%2B53bodokhm72RImwtqOLJFN4qhXrVkXWeF%2FylUQSvoWMj9D%2FLFtFlpLVbvvvU6S46j9cdT8H8B0%2B8YMqR3o5xJf4K4KC4Ou761ulVez%2BaLva2ajTO003A%2Bhj%2BuchcGfChFdbCcEo7vaCNpI5hw3df3qSCC3lctQ4v%2BGtDr%2Fjl2eI3o3ADSaHQnM7v2pyYNdawZRQxzvMe%2F0Y%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=AVxigLKF61zJTXr09KffjC1moTV7xxNPqyBYl3ZJuYVjRzRgE8N1l4AevMxyvqGKDtvsuPBwo2BiBScKVPVVgQk%2BMKj0uzYf6LMYEkMO6Mv9RpHCN9GzdGsUciJuBcvcrnkpGWawpqbGjnUfoKCWhBr1CqiYL4FZobM%2F9%2Bs4JSAw4Ow3l9T1GebcXnVS1Bzr7gZE4wbeU9jZiF8GRVaYT8E%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=AVxigLLbkdJwPxaPLZki91uBlvvHqcP%2FxCkRa8X7ZFsGNbwjuXeJAmNN3SgYj703Pyku%2FGO1injjFl1cfZ0s8yP2A4rX8tLj%2B0jR%2FxRrQF0g3bg%2FowLCaHQtv2PdUDF0lWn1Vv%2FqrRgg2dWlkbagVEGrlnkIAl6h3rcMN4zvOEzROiiFNondABAOOhovBoEPtJP4jjhWhQ0ip3r8yDpv5dLnLAteMQ%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=AVxigLIaAkOxya5HiMizzn7qGcQX7kRjxBGnsiClcug%2F%2BwsmRMfjMYmu3UrMVC5LOgqzRjVPFC6TJ71wZSW5qKggjMMbtJA6Feg2%2BpA8n8SxQgG9Z1bxCe9CNNBLsJN7KjkDo4K628qglTIL0GEzmdO1zwge7MHS4i4kcsp%2BGfoaE64DMB6%2FF0V6PNtmdJPjVN5Kl3NgunLE3hDxLeEC0ihD1H%2BMBkc%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=AVxigLLtywh6dXkKd5fo%2BIXHUJQOzbYb8dsP7%2FI%2FcsYTJraYu2YIdiVZS3zAukv0ZV873rGeSE0j%2FrWvaaPYrFdEHnAhTFXZ6VpjPWsG7e7bdcMSkFN0%2BxEFa3s0RgR4xRUngAqa6Dy4PRvJGdtftwx0s%2FGD7kUU2mTiJxs2qTOdzaVjAhVp7dvTjlzV2fwR8kUEKmxyIyniN3tE9r%2BFMlGsKMY%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=AVxigLKqC8grgL3rYk0yX%2ByLzZwNqU0%2FUsBBXoUQfs19Rckb%2F%2BxTdjII0haMjJ52LpqxpazPVV61shRP09JYClcC%2Box2NJXqDTc93iVJZo6I3LvXbjMpPbd%2BbZt8gBia9zhtN6Pwhd67rCmlMQ8FPqcZljXfS3LKPKj1f3Z8yBB3TlJmVDBLJXEpnjTnlYyI8mK5A54bMYK%2FlNZK69K9D44SRQ%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=AVxigLIRcZ5g0%2FBT9cq80%2BE0i825qtCG4n0GNEswtfnvUnIGHAaLjtSJ5vVWNVxShOpCP5kNFNcBa4ohLbMa6EIn2efnts2FD8DPqDQ4EDq3Qc6ovWwJ4j%2FOJjaoH2tQYWXS%2BCy7tCPo7wR1kc1A3TAOxif49p6hKvITLWS96VgEn0smv4aEl7XSpR681S4MU9bVqjWT2X5RFR1%2BG1mcyqpD4rFi7zYfgGGvstBpOT2b697Wgw%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=AVxigLI6pfRniBhHbLkzQD3nAvp4MMh%2B3is77lEKQ2pDbL6%2FheE6UDFFRSUhCrYH7hxUxgxLHvgrYrqifF%2BRO7tWaI0K8CGUgz4tbvN2x2M55pwkrtK%2FZIBgEk8%2BpRzHTImYdVbw3DjXkrRro70nEHlGj7EcIUIqnKLTI6C7apS76IlfgB8RGupwVRABGZAfk9L86dZt%2BrgZC3z2Oue%2FSHZb8MnG&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=AVxigLICoV7akXPeBdasWbd%2BxWfUepvZa%2B0OIzR4Yt60HjTHwb%2BhSbXM%2FJpAbBEkO4CgSZ%2FUfovUQ2q0%2FXDplhDpjagygBGqc9dMJvR54cD%2FsOwmGKL8Wspg77BxxtzjCFreoj9g5lCDbQLfOkbLeu8%2FquA9isnlaM06Y59LvpZDmWWCzXtBj8DCcqdS2qKEd57sZLOsszYHdRFkkfEZYt23LYbLpQ%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=AVxigLIv3XDVPkltGEQnApU3cg8Xmk4C2EFloE4An2lgytdusTaOsPXQCousm%2BO%2FoZH8NZfOo3M%2FeblkT3rJ45lVQHDr%2BbQXOyT5hCnAQTC5hri343RhBFnr59RmhV5tOrvQf3LIM4LCgdEsQgxFvM%2Bh3mEcafMJthm%2FfM0Wm84daKFUQz0IR4f6tqiUgzLOKRa%2FVQ86J8w9JCYL2muec%2BKSEaJ0RyLI4Jo%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=AVxigLIKI2va5Hq%2BD125Sb4OqpM0Vb3Q6z3Gr0PFYBp1ZY%2FOTZ75z%2B2LdLusR042m5B1oIy83qruzpag9jCjpLyh5OBloYOFu8Gd5DDEhoLZd7jBf4zEvB748hBvDUV0zBnufanqiMMo%2BsbM9hid%2Bvp8pwZnEdD9GVUvFRsnGGiz6MAf7I7StGohiN%2FntDa79yciJatxQMsGZyvn%2FexMnFxTazQ%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=AVxigLKXwXB%2BilcY5H5FrOJH40b92WOHGH0sDMLkteN2JJz%2BNybntkwyAXZqVtaBZy5YUyvHRJNnreUpniqIz55HiR%2BrSN7NSQmros7CPzjjv6PFSXlhoqwGwPYPgieL6aJycUru8s3QTUq0%2Fv4ASDkWtmkroYscIHEgVP%2BSFR0JxwovqW1IP8N8XJ%2Be3zAcRhvb5ZqhVEqP0KFuzLc%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=AVxigLICqQA2OvSZL5ztNqUbO8kgWMw%2FzT6d0MYGRuK0CiGmp5RRWXdEop%2FuwT9V4UnUry3Nw7U4GfdSp2%2Fy%2Fp8ZBpk0hpRpxHCTnuHqfFBakBINbUQk%2B9eKuQGM%2BeZewHX2F7Bpq%2Ftirp%2F2t9E3QcWi9KXFbWhH8hkNDkLvBq5rmrv1wMyoFYojPEO7nITyWr34yEMzGA%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=AVxigLK6TCeBvQIQ8AqQx9skp%2F8%2FTnULqmCwHvjpCnajSaPSqBQYl%2BcQQNxeVJFeLAe08tG%2BFtRYSi0BVKaK7OMelAD5tiuqRdFuFbIFpFaXZAcfGoBJebHpDYFI836lgyL9%2BiuD6EgSeAE2tDOCJMPO5viFkUKpTr%2BLSGijvy2WoY1L%2BnFGH4aMUc5DtbxJJIa9clKy&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=AVxigLK9VLZH6SMcKWdhEDtzOaHSpZC7WUbe2Vg02jFx77V%2BAx3KA49g9gH3BdtNnDcE1OcLCOFR2s7XARH%2F2D0Cq1PP7Cv1HwKBzw0EyKUw1NSR4LnqLVfTp2WOSLDuQ4xGTX1IU%2Blb2kG4GkPjm7wULx%2BynwpEL%2Bvu4hcQLV7PvxjwKnfKQVHrxO7w8nCJ%2F9e9U8867fyvqbn%2BHQ%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=AVxigLI78V9HgFljv9UuGkdvwWy9kUf7Jk%2FvHg8mXo0wDTS6IzlkfpBPSIS9i2824%2F8Gn10tgNMpOLmf61iJRIXqqwfztUOba88eRCKxP3ukjraCmLFo997pSK4XWB%2Bks9%2F8Tz8F3sFH%2Ft8VuM95Fbllc9UW8T1cesxEghopIvw7cddXz8tx1%2FqH9YM%2BSS%2BLDG25AouxdcKiU0RNdOGW40Mq47mUfslQR8I%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=AVxigLI5VNB4nol33InkIa%2FE272r9ybG7p6JLUwsbIRAWU04sVQL%2B9B68XfQjJel6YAQAnrMVUROeENSgqKf9qy6%2BQfzLXqYLIxyDqC4N72Tpm%2FLD%2FtK8rY7oTYmGFRss43auywsdLeDplqmaAdGhh7ue%2BGB79zKQwx6OISgVDYex54i268PMVvaHeYMUCK2BMh6%2FvZFvcw0cz40Q6EW9rBj%2B1dgxFg2Nz0MQWs%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=AVxigLJ%2FZ9fH1xwZN6%2FhVCln%2FQUZtzVijYvlhOCpL5tyjIk2Kp4FFShSyk95lsuXHFX7Rf6qdZYHpw%2BgjBOKe95ZHbqOTXo0Vz6YI3moZHw669YaVmLS%2BnpGYIpjv%2BY4%2BP2SLELtIB4xnuUVPqNTiNLgs7yEGnBhbrijPMSzzUlJUYQkd2mmPuD%2BQa6zmJIX2etogGj7zh7geNZR%2BhcIV4GTmB5RBXzN694%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=AVxigLK9VLZH6SMcKWdhEDtzOaHSpZC7WUbe2Vg02jFx77V%2BAx3KA49g9gH3BdtNnDcE1OcLCOFR2s7XARH%2F2D0Cq1PP7Cv1HwKBzw0EyKUw1NSR4LnqLVfTp2WOSLDuQ4xGTX1IU%2Blb2kG4GkPjm7wULx%2BynwpEL%2Bvu4hcQLV7PvxjwKnfKQVHrxO7w8nCJ%2F9e9U8867fyvqbn%2BHQ%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=AVxigLIQncgX4eckKKQKChwCVvavK9zqldhxg57U4NyDrMtgK2inRfUY6cVSR34SoAbQgOBzZ2ZsJvP5toO9YOoNV3dGoJVghsKnOLLWPR6yV4v8fHPF91kB5DvFF34NNPtFFI1ChBTaNMcO2T9ipqY9ajRQNWHTBHKAVvEROCqVRAv1hU97A8ec%2FS2BI5nsREwp3AxQXS3qoJuTJl9GqJk%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=AVxigLJqq6j9lbXhNOIV46L5S2tfuMex%2FNVTiG07%2Bewuj8LdaPPjtgcYKIBG1aTwF%2Brf9x2GIek5ni%2FjiwUDSbdpl2z6WEVWDYGdYTcmg48shS4i1fqpdC8UefmEA%2BAAAMzyg9b1PAyyJWkP00Ry7oqkeLRM0wJxNnBgc3ltoZPNjfQGWA%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=AVxigLKbATLvuvjTLN2OpC2SNRwbYbZgcskQnKwCD1VQbAhvf0dDd%2FB3OJvbWt6j1s0XYlfr98D9OL3JhFcriVUPTzrqDwabY3RO%2F%2BC8Esm0c5WEwlFFSlOzFTN2ORMAB9ZPW0pzQzYG30s%2FLpGC49dR95XjJa6wXj%2Bj35y%2By8jpqbgK2NdGMdk6u%2FU7gx8j%2BQ%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=AVxigLLxwkPMewzVolyZP2rrAKRqowysQnQoW1T1q6PTDzdYcjgjrdGRbjzXnnsmQ3t8EGW6hpvoHZC3CMBeIS77kMX3iRZkjVHdyd3jjlDWeMevSWNh6dfUyY7VbhIa0GunEqhmp%2F8%2BN6gyFUzEeHucK0O5rXHKDt0gXyZQ1p7k&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=AVxigLKVfc0g9TvCkpLJd0AaS1B4%2BeidO7X73mbex8AHk6rKJsSNHBjcBceDdnlEFyVal8jB1TQM2NjvF52YtNUikNZl%2FixPmig4Ll6BRwkbsNnK9rJp2%2BDzor0nZKHYWlj%2BVCUC4NnLrVJp5lBT8SHW7Wy0%2BgnCUClgSljzjzDHtxmKmOTAUP%2Fn4yTchA%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=AVxigLKXbaAZnKftG5bu35IrUwow4W5xw6EViVLmVl6ySbu8BqFSk9Fpl78DedZ40%2BSd8P697NMlwgRujKr66wtvgZ9BfXBLPlj9hBQFH161AcmiuDPSg%2BjD6HWpBKrukSaOu61KDqjsRJKTTjgChwT3nSF7Ub%2FLSO4NbhiV10a5eTACne%2FEROgGeNmkL%2F%2B01j55gp5o2oQpIA%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=AVxigLIPWZ%2BP%2BBepAHJAqyGbwca5NTxf%2FF4SVnkCL54Bn85av17ZXc1xM8ZlIkkpYxWgE4Mpw1H6QP1sxb68EjgsEXLlhBkeB%2B7Ipu0s3E9KZQ4bdr4VEWNuIBhCebYi5wAsMBl4Sa6d%2FOgCCIU7mNd62hyh4WJRorB3SEnZKR8Yfns90IaeUlHOSV2ZIA%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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&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=AVxigLIVGRcKYC25o%2BA%2B8Z8RLYPzb9EjjsZFSJJiska75sGUD0X75P0fRNXvxiuct35I2i6bd2W7GSZsFtpVvno5kNWwyhHhiWeRhm9AADyKzCs147tVyGKubRjvfUbKN6gTkd40cwBKV1Nfsvv7loiSswPIVTEGNTgsQEixloqyJvya&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

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

**

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

**

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

**

### Overview

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

**

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

**

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

**

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### We Partner With

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

**

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

**

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

**

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

**

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

**

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

**

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

**

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

**

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

**

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

**

### Library

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

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

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

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

**

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

**

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

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### 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=AVxigLLGnWAtmsISai5JGf8kOZ97htIWuQ8REkh%2FgHVGCtvmITbJCszmJ9sBu9vcRPywnjIa5vZRCTjRkKMBYlHAQsA0QsF5V4NiGmr7NncejcYolREWf6ylIlEHPmpD9nO6FSI901S%2FoHeQkBaFXO0dKs65P6yw9pkjAk3kiVJN%2FjaotQ%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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

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

**

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

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

Blogs

# Low-Code Data Orchestration: Simplifying Data Pipelines & Integration

 Jared Oken, 26 June 2025

Low-Code Data Orchestration | Simplify Integrations | Rayven

11:41

Businesses today deal with data spread across numerous systems and sources - cloud apps, on-prem databases, data lakes, spreadsheets, and more.

**[Data orchestration](https://www.rayven.io/data-orchestration-guide)** is the process of automating the movement and transformation of data between these systems, ensuring the right data is in the right place at the right time. Traditionally, setting up data pipelines or integrations required significant coding, custom ETL (extract-transform-load) scripts, and hand-crafted schedules.

[Low-code data platforms](https://www.rayven.io/data-platform) change the game by allowing teams to create and manage complex data pipelines through visual interfaces and minimal code. This means you can integrate databases, SaaS applications, and APIs and orchestrate data flow without writing a heavy custom integration codebase.

### Challenges of Traditional Data Integration.

To appreciate l[ow-code solutions](https://www.rayven.io/), let's consider the challenges teams often face with traditional data integration:

- **Multiple Technologies:** A pipeline might involve a SQL database, a REST API from a SaaS tool, and maybe a CSV file. Writing glue code to connect all of these often involves different libraries, languages, and a lot of boilerplate. Maintaining those scripts as APIs change or file schemas update is cumbersome.
- **Scheduling and Monitoring:** It’s not enough to move data once; many processes need to run on schedules (e.g. nightly sync) or react to events. Setting up cron jobs or external schedulers and then monitoring their success/failure requires significant overhead. If a job fails at 2 AM, you need alerting in place. This is what enterprise [workload automation](https://www.rayven.io/workflow-automation-software) tools address, but those can be complex to set up without a platform.
- **Data Silos and Latency:** When integration is hard, departments end up with siloed data - marketing has their database, finance has theirs, and they’re manually sharing spreadsheets. This leads to inconsistent insights and delays. Custom integration projects to break silos can take months.

[Low-code data orchestration](https://www.rayven.io/data-platform) platforms tackle these problems by providing a unified environment to connect systems, map and transform data, set up schedules/triggers, and monitor the flows, all with minimal programming.

### What Can Low-Code Data Orchestration Do?

A low-code data orchestration tool usually comes with a library of [fast-track connectors](https://www.rayven.io/software-integration) for common systems (databases, CRM, ERP, SaaS apps, flat files, etc.), as well as the ability to create [custom integrations](https://www.rayven.io/en-us/custom-integrations) (either low or full-code).

Instead of writing code to authenticate and fetch data from these sources, you just configure a connector with credentials. You can then visually map how data should flow: for example, *“extract new customer records from Salesforce daily, transform the fields to match our ERP schema, and load them into our ERP database.”* Such a flow can be configured using AI prompts, drag-and-drop, or wizard interfaces. The platform will handle the underlying API calls, data parsing, and errors.

Moreover, these platforms often allow you to define transformations using either visual formula builders or a bit of scripting (for advanced cases). Want to merge two data sources, filter some records, or compute a new field? A low-code tool makes that easier than crafting SQL queries or Python scripts from scratch. Many modern iPaaS (Integration Platform as a Service) solutions (like Rayven's [iPaaS](https://www.rayven.io/ipaas) capabilities) embody this low-code philosophy - it provides a centralised way to manage data flows between all your systems.

Scheduling & triggers are built-in as well. You can set your orchestrations to run on a schedule (e.g. every hour, or every night at 2am) with a few clicks, or trigger them based on events (like a new file arriving in a folder or an event in one application). The platform takes care of running these reliably in the cloud, retrying on failures, and logging what happened each run.

### Benefits of Low-Code Data Orchestration.

Implementing data orchestration through low-code offers several key benefits:

- **Faster Integration Delivery:** Projects that used to take weeks of coding can often be done in a day with low-code. Connecting a new data source or building a quick ETL pipeline is largely configuration. This speed is crucial when you need to rapidly integrate a new SaaS tool or respond to data needs from business teams. It also means IT can say "yes" more often instead of having a huge backlog of integration requests.
- **Reduced Need for Specialised Integration Skills:** You don't need an expert programmer in every API or database intricacy - the platform abstracts much of that. A data analyst or an ETL developer with moderate scripting skills can orchestrate complex pipelines. And for highly technical tasks, developers can extend the platform with custom code modules if needed. Essentially, [low-code integration](https://www.rayven.io/ipaas)** **empowers both technical and nontechnical users to participate, which saves time and boosts productivity across the team<https://www.informatica.com/resources/articles/what-is-ipaas.html#:~:text=Ease%20of%20use%20for%20virtually,all%20users>.
- **Centralised Monitoring and Error Handling:** A big advantage of using a platform is the visibility it provides. Instead of scattered scripts on different servers, you have a central dashboard to see all data flows, when they last ran, and whether they succeeded. If something fails, the platform will often highlight the step and error message, making troubleshooting easier. Alerts can be set up to notify on failures or anomalies. This [real-time visibility](https://www.rayven.io/real-time-data-processing) and control leads to better reliability for critical data processes<https://www.informatica.com/resources/articles/what-is-ipaas.html#:~:text=Real>.
- **Flexibility and Scalability:** Low-code orchestration tools are usually cloud-based, meaning they can scale out to handle large data volumes or bursts in workload. Need to load a million records? The platform can often handle it by spinning up more resources behind the scenes. Many tools support both batch processing and real-time or event-driven data sync, covering a wide range of use cases. Plus, because they're designed for integration, they support modern patterns like streaming, API management, etc. (for example, they might allow you to expose a data flow as an API endpoint with a few clicks). This flexibility ensures that as your integration needs grow in complexity, the platform grows with you.
- **Lower Maintenance and Cost:** By avoiding extensive custom code, you also avoid the long-term maintenance that comes with it. The platform’s updates can improve connectors or performance without you having to refactor your own code. Additionally, many low-code iPaaS solutions prove cost-effective compared to custom integration development. Businesses avoid spending huge time and money on custom-coded integrations and reduce troubleshooting costs thanks to built-in monitoring<https://www.eonesolutions.com/blog/what-is-ipaas/#:~:text=%2A%20Accomplishing%20more%20with%20no,management%20%E2%80%93%20Scheduling%2C%20starting%2C%20and>. In short, you pay for a solution, not for hours of custom development - and that solution keeps improving over time.

### Use Cases and Examples.

What kinds of data orchestration tasks can you tackle with low-code? A few examples:

- **Customer Data Sync:** Keep your CRM, marketing system, and support database in sync. When a customer updates their info or a new lead is created, the low-code integration can propagate that data to all relevant systems, maintaining a single source of truth without manual CSV imports.
- **eCommerce Order Flow:** Orchestrate data between an e-commerce platform, inventory management, and finance. For instance, when an order is placed online, automatically deduct inventory in the warehouse system and create an invoice in the accounting system. A low-code workflow can orchestrate these multi-step, multi-system processes including error handling (e.g. if inventory update fails, alert someone or roll back).
- **Data Warehousing / ETL:** Build a pipeline to pull data from various operational databases and load into a data warehouse or lake for analytics. Use visual transformations to clean or aggregate data. Schedule it nightly or more frequently. Because it's low-code, adjustments to the pipeline (adding a new source, changing a field mapping) are straightforward.
- **Legacy to Cloud Data Migration:** When migrating legacy systems to modern apps, low-code tools can continuously sync data between old and new during a transition period, or perform batch migrations. This reduces the cut-over risk and ensures continuity. For example, if moving from a legacy CRM to Salesforce, a low-code integration can take care of moving accounts, contacts, transactions, etc. possibly with some transformations in between.
- **Master Data Management:** Even without a dedicated MDM software, you can use low-code flows to enforce master data updates. For example, if product information is mastered in an ERP, a low-code orchestration can ensure any updates in ERP automatically flow out to the website database, the CRM, etc. maintaining consistency.

In essence, any scenario where "data X needs to get to location Y in format Z on time" is a candidate for low-code orchestration.

### Best Practices for Low-Code Data Orchestration.

To effectively implement low-code data pipelines, consider these tips:

- **Start small and iterate:** Begin with a single integration between two systems to get familiar with the platform. Ensure that connectivity, data mapping, and scheduling work as expected. From there, layer on complexity or additional sources.
- **Leverage a platform with AI prompt-to-build and [fast-track connectors](https://www.rayven.io/solutions/data-integration-platform):** Most platforms have a library of flows, but even better are ones that can configure them simply using natural language prompts via GenAI. Simply type "Sync Salesforce to Database" and then tweak as needed. This can accelerate your project and incorporate best practices by default.
- **Maintain documentation:** Just because it's visually configured doesn’t mean you skip documentation. Document what each flow does, what systems it touches, and any important business logic. Many low-code tools allow annotations or descriptions for steps - use them. This helps team members understand and future-proof the process, avoiding a new kind of "black box" scenario.
- **Implement error handling and alerts:** Make use of the platform's error paths. For example, if an API call to a service fails, you might route that to send an alert email to an admin or create a task for IT to investigate. Ensure you configure notifications for failures or missed schedules so nothing falls through the cracks unnoticed.
- **Security and access control:** Data orchestration often deals with sensitive data. Use the platform’s security features – encrypt connections, do not hard-code credentials (use provided secure vaults), and restrict who can modify or run certain flows. Check that the platform is compliant with your industry (e.g. HIPAA for health data integration).

By following these practices, you'll keep your data pipelines robust and secure.

Finally, if you're looking to simplify your data integration and orchestration challenges, our [low-code data platform](https://www.rayven.io/data-platform) is here to help. It offers a **u**nified low-code interface to connect applications and data, with fast-track connectors and a powerful automation engine. You can design integrations collaboratively, and monitor them easily via a single dashboard.

[**Try our platform free**](https://www.rayven.io/free-trial) to build your first data flow, or [**book a personalised demo**](https://www.rayven.io/book-demo) and let us show you how quickly we can solve your data orchestration needs. Break down data silos and achieve real-time, reliable data movement with the ease of low-code!

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

#### Author

Jared Oken

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### Explore further related content:

<https://www.rayven.io/blog/low-code-ipaas>

Blogs

## [Low-Code iPaaS: The Power of Low-Code in Integration Platforms](https://www.rayven.io/blog/low-code-ipaas)

 Modern businesses rely on a multitude of applications and data sources - CRM, ERP, databases, SaaS services, and more. Getting all these systems to talk to each other...[Read More](https://www.rayven.io/blog/low-code-ipaas)

<https://www.rayven.io/blog/what-is-low-code-application-development>

Blogs

## [Low-Code Application Development: Accelerating Innovation with Visual Development](https://www.rayven.io/blog/what-is-low-code-application-development)

 Modern software teams are increasingly turning to low-code application development platforms to deliver solutions faster and with fewer resources.[Read More](https://www.rayven.io/blog/what-is-low-code-application-development)

<https://www.rayven.io/blog/what-is-a-low-code-platform>

Blogs

## [What Is a Low Code Platform? A Guide for Developers + IT Teams](https://www.rayven.io/blog/what-is-a-low-code-platform)

 Low-code platforms are taking the software development world by storm – and not just as a buzzword. If you’re a developer, IT professional, or systems architect,...[Read More](https://www.rayven.io/blog/what-is-a-low-code-platform)

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