---
title: Business Process Automation Examples | Rayven
description: Discover how SMBs can enhance efficiency and reduce costs with AI-driven business process automation. View real-world business process automation examples.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/a%20photo%20of%20all%20the%20different%20functions%20that%20are%20within%20a%20small%20to%20medium%20sized%20business%2c%20including%20HR%2c%20Finance%2c%20HR%2c%20Sales%2c%20Senior%20Management%20and%20Suppl.jpeg
---

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

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**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)

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**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)

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**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=AVxigLLnkRmk%2F9uTjPxyxSK6MC3dfmRbo6IHddhfkqQY8yAfcfcjt1wqLmPlIWUErIEB%2BeBnSZtW3EOFeP%2FdFpPhjlvsvbN3V4YRmXMzv7uCIGJdbUW1nbRHoGgXamdkACxGw%2BSafA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

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**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=AVxigLLnkRmk%2F9uTjPxyxSK6MC3dfmRbo6IHddhfkqQY8yAfcfcjt1wqLmPlIWUErIEB%2BeBnSZtW3EOFeP%2FdFpPhjlvsvbN3V4YRmXMzv7uCIGJdbUW1nbRHoGgXamdkACxGw%2BSafA%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=AVxigLL4%2B6i8jJewswRGeOAv1OOiT8y3GuK1IayrTO3si8UGs7LVqez6oOhBsSnmqo139AwSddO0y2WMaCcoVvTHlfIGS2vLgPo6sgkGN1ltEdumzy93sf8OoGaGkcuPea%2FmBuh4nINwxOFUNP8FvFSrFc2SVuBcsDlhmSyw6nIyq7jDbOKSOEUq9rH3Y%2FtvyQt3Fa%2FNkCkPTXCeCE0O8LOzZQ%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=AVxigLKytZOgliay2prtM9jZyjhvULFDdjvlBGHkcoGm8G5XP3r%2BGfxK2Q1%2B4%2FKAYYdB3BaV7A4jYCnbxxSm7P94DsmT1B%2B7myYFhGNS0YCH%2BBq2JWL9uk%2BPbDUbqGkPevCw8hjfHonbYq23rPe08VK7nr55xmqvaCSfeBK0dQGKvJVYNuWwCo0OZ6lG9gS0UaQK5DM%2FYsgNIj9ZCQ%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=AVxigLIHHPodRG66dkIwvgPssZLYs1buEkuyv2rmFy3pkafGo0Q6L6Am%2BFbvEofhwJe7pP36HkmJ92ZRKSxB%2BuIOpgSsuP%2BClLFgmpXFUNlXLQk2iU9Zf5jTqGhIhgIScqTWnNaKXELxOiszzgmxkm%2FO5d8ILGnC67qtWRan8SSib1x4GQeaHjCBlyR63D8z21780n8qFTdMwC0EaQ%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=AVxigLJJTt8JwkpEFllqldTkN0EE%2Ft%2FnNwEm1cguSc%2FL2RuPzd9iPZFcb2PBzkYLElNef2NA83fy69AvSymLBkiQ2aydaYyb4ez8MCHlM39FgaLRsnJj2CfhLc5XT%2FyHNyAlDfIuZrAisLzuf%2BL2WuvfAI6h9a85jYHksqs93hIgMhWv4MdEds7Rr5x8baLQuf1QPFUpV%2F065EMO6fKsCKPHjZo%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=AVxigLIrMv%2B7Lkl44YeQBRsdn9sbCkgB6Jyb5tYZCQxcphuT02J6MDRhPk6fvQX%2FQAhTCx%2FJSRbyph9k8PA8a6uzov7siHpMOhBIYJ70jbb8TCW%2BNXLITeCAG9XqqCBKEREQfDyWkvzQGwR376NACigGxxqt3z7gstqLpYXUOdaBAsUukvQHTWADMJxr1usLFU1yw5IJfUxg1dIb%2F9UGo3o%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=AVxigLK8hPEcI9CEZIJqWRjxVkyfb%2FMohiiBPL%2B5U4bc%2FChtYoqdtUxYuNF2lJ5CsKqQe9g%2FpvZP2d0wtyKSIjxFcCEZhbaEOyq%2BZjuYuoPCQBw2pyJ6vntH7MIjD6%2BS5mfbGGJe08c78NOCZDZlYX9bF9yrCebRQSGjDN9ucZj7qmBnDvraWvz8YA22P4LZvrC%2B%2B9X2saUxoi%2B3LJGYwxQBCgLTTg%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=AVxigLIUexLxrZ1MdnbAgvUJ%2Bu%2BqslqHII3Qbg3jjAq5GieLqZQjtXX2B5WPZmYdI3srRJzoYmg1GovCoR3mb5SOd%2BM%2BlwRE8HQ1vu8twlGVGLq7vHkgJIbr3dGCODr2UFRRm0bUdRDtc3NLrEHSqVfnQC%2BnRZ2kK%2FKnSmm6fbcglCqD616Ree7%2BBhFz%2FGwnNZs1EIOU%2B7uUMwDA3xh%2FnNtY8d1iTTc%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=AVxigLKEMr04MwbJEghY9yTtz9lBPyjcy6ueESgzjNEWqsXB%2BFLQEUAFbSzy%2FaHWAW5aBJdadUK1O0Sty8QDo9sNnNCXiAp9JQg46uCKdQMRwVTtgHKdlyx8G3S3ffywdTQLOXCmTfPEeOKtV62Pn6Tu36JVwRTUZblKToGzauZFTKWQV5EX%2BiqjedBzk3wZXFmF8hacIHbqQ2u0oLL34wC1aXU%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=AVxigLJkn3rSEglmgmZwFfK4aGRZsszH4Bk%2B92V%2B4x2LBFLWaYFUrC6GfiT3RaqyCZUV%2FYB0CgImC2dT9o10ld6J%2Bv%2FlY9Tu0eY1HkAMSCro937S5K5kjq1znfh2g0afE2nx2KjjLwHWOuAUKU3jXUvy3GLcckPwEVxbr2g0QrInF8M25FxJkpzyNswJIRCcCyER3voU8y7TMIO1rJddouf%2F6w%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=AVxigLKBo0I%2FThwPX01arsUnFInbdJw%2FaaqatiAO2rbTSE5v0qnCLHRNyEt8hpxaXW9I6TRWchntOl0RF8fE6Dwx6f7iTITWEF4DapWnSIbZ%2BrlculEhxLzKTqJPSMgJQs4mO8wmmunFq3KsD3h0gsx2GTm2sR1RHOi2fzE8AiJru9PYABobwcIdvZcGRk46pyCwX74jtG%2B2WpAHyknQs26m1CpNsmZ5paAcef2nBS75vg0jNA%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=AVxigLKYWUrQ%2Bx6r0LIKVjAh9cShGjj3Z6LwWY0PdsBE%2F1%2FYYJXVV%2B269%2BMLIi6rACPnIKLRmCizWNhZEGxWZ80mu2ihCmWXfnEXQini3kFhRswMFFExqWk13MXhPzRz2mf5LfQCjkzMNHTq0X1kaI0VNMBpAi6SAoTApDzsPfvudmroehg%2FgScR6noIo8zXS1s9MuvSh%2BeB4f3gskICqFLxfyNu&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=AVxigLKtsingsb90IyU7lcJOw3iUlLmftmkcoszB9eZOeYptfBWwiDbNKwtuk0XrUODhbC%2FiW7GGpMRmJe4S%2FiH19tkC7PhNnOO21NEA%2FSJML5Mr9CFKWdHtNNz0k1ab%2BS%2B2Lw%2B0jUySIMekKEqb2e9Rtr4xSxzj%2Bksx4uRGu7DhXQWAdS%2BhU2ZAz%2BLZqtIwa7oBO6y1GbrykFCWXpoefnKEXJRQ6Q%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=AVxigLKMK5eApmF0kXwGatKMGur7B17t2Qo10gK5fBRnrW0jqyBAAhI4qvfjygEJkyOhUnST41AZxVyVT7AufeILaukDKtADUt3CvfoBB5NRjYnc2%2F%2B3wS2PdeIpdyzU4pBjJ4QpvNj5CB7om82hpha6tPR%2BZS4H13U5UC4Vxkd6EOMaDO7p0X9f3k9F39CdTOJALDszc%2BWiVP5fTuluJd07A6xn7uqe%2FKY%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=AVxigLJOM4p0WCr6hDSzay18xxBNNFINmFhB7VO2rmkauJwSpMRFHdxzBnwSTshJgPrt2LtHqvRIFKb1g1E4LfEhXWEuNmskaY6i47dGF18P3BlwoP%2BKut2wSiSCKm6a3SdBb6UOlm%2FZy9yDQ0rFjBr5YFYnmDNiZ9CkQ4P7RTqepqu7haH49D7i8vnPRoKJEsRzuE3gS6HIXyTPj%2Fc%2BsF6dq%2FM%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=AVxigLJMKHSrfeGOCh9CSry3S82cMNfxYYiihp7ufTHsH1f%2FtLwIe3avFV%2Fo0wqpytYLSxkW4PgGo0YQRfyGy4R2YV8ReSRosp2s89Wr6g7gpFB81QIbj13sAkn2DCD65pBjXYEfIaKO7jS%2B0BxRy6gfgB0nU6mCTfW%2Be%2BscUsuXAaSKekR1u0FgglPSZAPrEIlsOcwOb0CkNbSnMno%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=AVxigLKYr3rXoXkU9h6daTO75MAdkysSPUkgKMbvNFK2Swl0Ic2WzQJjSnkx5B6PtvitgB%2FBKCaK6oEDBQFPV3YjxBzRaT0%2BK6aU2jFKcsjTCY%2BRyHXWXR%2FmNA4yw8r4ovQXV1NfIw2Ejx%2B3Kq3m6UmFgo5bPaGfH4XzLwV8caKTTeGMi6WjR56y8h3CaOK9Zj3%2FMPa4IA%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=AVxigLJ9Eb23QVYS4zcDnfh9HM10dfa1GiuO3JfzRfmQcc0h2wZHI4HPsQMYzksdrpmIvq2y2%2B1gHE8WOLFZZ9prhk6xenpLTerYR4Yx6cnrc9a%2F5NuIz8K6TEKhRf%2F9ObDZn1YmZLWXQQSKvK7lCYE8EOastBf%2FWTk1OkKOVvzfFXIiA%2BkosFoqhcaCoy%2BiUH8EHvy2&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=AVxigLIfeJcaDVW%2Fg%2BK2W5WxvfOkWD4JC53Rp4RUK%2B0Duj4uc2rcfUrSg4RGPvPpc3vvo8Fj4usUMIA9YuywHIdj17W1bsR2IJYSUKcpnir9KBLs6%2FcdlcZLVtYvytCpR235Dfyk82OQWrFync9h5qWpu3dlXZAA330PpgF%2Bq6oM9TAlMrPrlaDHwnXHeej1CY03xE5TGwZTRHePOQ%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=AVxigLLgRpQ65%2FLOt1hPXBx5IZNY76opnG3nGo13WuC27fn7KldyMle1l1EnfR4NAS8%2Fe6eHRw3GqtjXkI38EhAjc553FBGW7l0Ox9wB5jLgquAv79xsoeVb%2Fmp%2F0GUzG3WKjENZnK0wB5H4ScTAY5ewR%2BuZFCUVeKsnRj8Y6Taazaq8MMwLDlzgPvWcnUUKzuWwS5MorbuH0E3KQQyLXDXYNAgpA12w1xA%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=AVxigLIph9PPbMphWt5uoC2yiObi8Uk%2FZYuU%2FKSV1zLqGR2lUG6WckrQ6bUviK456MFo36sI%2FL1YFKfE%2FZ6%2Fw0si%2FHLrL8YWFhGhj5Ap9NEc7JdtBQl2XkKHBDHFbzrzOo9ohXaamkRqzaZsbAkDZYiZY5uOAd94R80BClN0KyfoATbjtowPro1kKCikCgL0OfG8CXrwxlB5%2FKMIn1YSBIU0Jh9ol%2FlVQ1SfZ6c%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=AVxigLJi7qBYZyElquAs6mF7YHa1MfpCvJbxd2O5if6GSP%2BZpoXKDy0CbAcgKfGjqCHmBbyhl1lp6Wy7bcnadE7%2BBa5VKHfgqbjtSPoGMXiCurrM%2F8sFsaZuh9AWSuYIYRsoZkQ4FDART5qTzVbZaLgCnt%2F4bH80%2FEBBIpBJxu%2F9CWDRP37GUp7FXsPjWdztVnFa033jbt8InQoRDSuMgeZh%2F1qAgDEcXiE%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=AVxigLIfeJcaDVW%2Fg%2BK2W5WxvfOkWD4JC53Rp4RUK%2B0Duj4uc2rcfUrSg4RGPvPpc3vvo8Fj4usUMIA9YuywHIdj17W1bsR2IJYSUKcpnir9KBLs6%2FcdlcZLVtYvytCpR235Dfyk82OQWrFync9h5qWpu3dlXZAA330PpgF%2Bq6oM9TAlMrPrlaDHwnXHeej1CY03xE5TGwZTRHePOQ%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=AVxigLLeBL2YRpi26JP9k0XB4GMUujqbx91O3RbnEo400rtH5008BAb4xZdsegIs99Xgdvl1FH%2BW2Y2S9NvFWhnPwByojBXyvznLup6c9G94vTLJRfgkcrZAEbFS1sAyiQNHYBykT1YXPzUqMAX93APErIDfWIuJ%2B8qGjm106yHYevlt5iboRfvKAbl8C7QExTDqCTzYeM0XgTBoQc%2BycCw%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=AVxigLJ3UEoN3BYP7bHmkjw%2B5DHmN02%2FwSGbRJ0g6XDPWnyLHmVe1Gjmte6RjIYxCpqBVH6B8Y1Vb2LmH6be69QAoOPse%2BWJTQ3X4B%2BFOR1Z8naj2eXYaJv7fWysMe1od0lgbLNVFT%2FvRQPoFgl10gXr2Y18mHsEyu49TGzLHhpMG46uqQ%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=AVxigLKS%2Fe1kmp7urR19KjS2%2FSOQN808mpS%2BzlFky4j2LBXvMnEGYDni7BE9lAvhOPwUAidSwAlRo2ejmXX6FBxoNjTvK6q0lTiDWOhLGJzLyx9rAHGPnRliHyPYVu%2B5Db7SRVKbMr0wSot3fkcjtxzxsoxhh7Ites5sPT7zg%2B2xIZAIqHH%2FuFhybfdEuUS6Jw%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=AVxigLIDAmRygQcQ1Kdf47O4%2FUrxq5ZmqdD6aNBpdYPftfHRaENP8FWdGBZzN68WGywUOyQgHfevfdjCd4btJaFWUF1YZPq7rsJKQASJkBBi5xcq5JshfYxsYkQrR5F%2BquL5IVaUwNLBL3nIN1bbbU9%2BrEdo1dPin34c7hfUqYNJ&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=AVxigLJMolF2iZdWwYFA%2FRglhJewXoX1x39TGnbArC6Dh95McHlUMX0cQenFK4nX8rGj8dVj7kUqWn4JF8KTJnYYoN3uwVlwqSx%2BnmXylzWN6lvXvtG8%2BGSd8hc1F61kftEkbZp6VJvLCXNr2l0x1z3gpB3G4BF6jJChQEgI1cj6JRPt4U7Om0z5Onx45w%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=AVxigLKe3cjgcS9enVsjwGBrCxgk3CynsM%2Fj50FnCh4lT5SpiSanAtTxjV3irqHhvq4R05eCYfn1M9Gt3FwkTVdpYvslaZ14YBQ0QckiY1zyFuIW1YDlllOc80fqw%2BZdMLhRhsm2I%2Fp5Lj44O%2BMoQ5kpJYcK2%2FoBuf0ciEwgbPY%2B0OUB5lL4CYInWq%2FjeplmRtOXG3DkwrvSWA%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=AVxigLISTj5On7Qq0DzYhMFxcyZ0A5bWrBwTecXFkm55ea1Xjk61E3KBxJnYhwAyXl3AIYDcWFfbP1sLe3FarRqWWkKpkhVxHw7Pl68eS7bUCyIordWqceobWKiEtlXAK21meUXg%2FOgUN81EZALWkHosmI11rDxGcWrou%2BpdiHgeh2PDK94oSJzgcVeIgA%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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&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=AVxigLKwSDu9LZ%2F0YU6nIo3jmor32JYNO4ZUWPWdSQm9wPuXeaw5XygwQ4GZ1igDbyVN%2FTfM%2BnJP5x3S2Iw0PFXaNPfYLb3ZUtl7p89Pkq%2BjgJkiRvFbpOJ7PVB8EjOUFyCJghlPnFWaJNo1z1A9EM6%2F%2FYsAxoBpeVZdfo7udq81h6m8FrkcjJhnVDZVps%2F%2BxNOlnA%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=AVxigLLnkRmk%2F9uTjPxyxSK6MC3dfmRbo6IHddhfkqQY8yAfcfcjt1wqLmPlIWUErIEB%2BeBnSZtW3EOFeP%2FdFpPhjlvsvbN3V4YRmXMzv7uCIGJdbUW1nbRHoGgXamdkACxGw%2BSafA%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=AVxigLLnkRmk%2F9uTjPxyxSK6MC3dfmRbo6IHddhfkqQY8yAfcfcjt1wqLmPlIWUErIEB%2BeBnSZtW3EOFeP%2FdFpPhjlvsvbN3V4YRmXMzv7uCIGJdbUW1nbRHoGgXamdkACxGw%2BSafA%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=AVxigLL4%2B6i8jJewswRGeOAv1OOiT8y3GuK1IayrTO3si8UGs7LVqez6oOhBsSnmqo139AwSddO0y2WMaCcoVvTHlfIGS2vLgPo6sgkGN1ltEdumzy93sf8OoGaGkcuPea%2FmBuh4nINwxOFUNP8FvFSrFc2SVuBcsDlhmSyw6nIyq7jDbOKSOEUq9rH3Y%2FtvyQt3Fa%2FNkCkPTXCeCE0O8LOzZQ%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=AVxigLKytZOgliay2prtM9jZyjhvULFDdjvlBGHkcoGm8G5XP3r%2BGfxK2Q1%2B4%2FKAYYdB3BaV7A4jYCnbxxSm7P94DsmT1B%2B7myYFhGNS0YCH%2BBq2JWL9uk%2BPbDUbqGkPevCw8hjfHonbYq23rPe08VK7nr55xmqvaCSfeBK0dQGKvJVYNuWwCo0OZ6lG9gS0UaQK5DM%2FYsgNIj9ZCQ%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=AVxigLIHHPodRG66dkIwvgPssZLYs1buEkuyv2rmFy3pkafGo0Q6L6Am%2BFbvEofhwJe7pP36HkmJ92ZRKSxB%2BuIOpgSsuP%2BClLFgmpXFUNlXLQk2iU9Zf5jTqGhIhgIScqTWnNaKXELxOiszzgmxkm%2FO5d8ILGnC67qtWRan8SSib1x4GQeaHjCBlyR63D8z21780n8qFTdMwC0EaQ%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=AVxigLJJTt8JwkpEFllqldTkN0EE%2Ft%2FnNwEm1cguSc%2FL2RuPzd9iPZFcb2PBzkYLElNef2NA83fy69AvSymLBkiQ2aydaYyb4ez8MCHlM39FgaLRsnJj2CfhLc5XT%2FyHNyAlDfIuZrAisLzuf%2BL2WuvfAI6h9a85jYHksqs93hIgMhWv4MdEds7Rr5x8baLQuf1QPFUpV%2F065EMO6fKsCKPHjZo%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=AVxigLIrMv%2B7Lkl44YeQBRsdn9sbCkgB6Jyb5tYZCQxcphuT02J6MDRhPk6fvQX%2FQAhTCx%2FJSRbyph9k8PA8a6uzov7siHpMOhBIYJ70jbb8TCW%2BNXLITeCAG9XqqCBKEREQfDyWkvzQGwR376NACigGxxqt3z7gstqLpYXUOdaBAsUukvQHTWADMJxr1usLFU1yw5IJfUxg1dIb%2F9UGo3o%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=AVxigLK8hPEcI9CEZIJqWRjxVkyfb%2FMohiiBPL%2B5U4bc%2FChtYoqdtUxYuNF2lJ5CsKqQe9g%2FpvZP2d0wtyKSIjxFcCEZhbaEOyq%2BZjuYuoPCQBw2pyJ6vntH7MIjD6%2BS5mfbGGJe08c78NOCZDZlYX9bF9yrCebRQSGjDN9ucZj7qmBnDvraWvz8YA22P4LZvrC%2B%2B9X2saUxoi%2B3LJGYwxQBCgLTTg%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=AVxigLIUexLxrZ1MdnbAgvUJ%2Bu%2BqslqHII3Qbg3jjAq5GieLqZQjtXX2B5WPZmYdI3srRJzoYmg1GovCoR3mb5SOd%2BM%2BlwRE8HQ1vu8twlGVGLq7vHkgJIbr3dGCODr2UFRRm0bUdRDtc3NLrEHSqVfnQC%2BnRZ2kK%2FKnSmm6fbcglCqD616Ree7%2BBhFz%2FGwnNZs1EIOU%2B7uUMwDA3xh%2FnNtY8d1iTTc%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=AVxigLKEMr04MwbJEghY9yTtz9lBPyjcy6ueESgzjNEWqsXB%2BFLQEUAFbSzy%2FaHWAW5aBJdadUK1O0Sty8QDo9sNnNCXiAp9JQg46uCKdQMRwVTtgHKdlyx8G3S3ffywdTQLOXCmTfPEeOKtV62Pn6Tu36JVwRTUZblKToGzauZFTKWQV5EX%2BiqjedBzk3wZXFmF8hacIHbqQ2u0oLL34wC1aXU%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=AVxigLJkn3rSEglmgmZwFfK4aGRZsszH4Bk%2B92V%2B4x2LBFLWaYFUrC6GfiT3RaqyCZUV%2FYB0CgImC2dT9o10ld6J%2Bv%2FlY9Tu0eY1HkAMSCro937S5K5kjq1znfh2g0afE2nx2KjjLwHWOuAUKU3jXUvy3GLcckPwEVxbr2g0QrInF8M25FxJkpzyNswJIRCcCyER3voU8y7TMIO1rJddouf%2F6w%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=AVxigLKBo0I%2FThwPX01arsUnFInbdJw%2FaaqatiAO2rbTSE5v0qnCLHRNyEt8hpxaXW9I6TRWchntOl0RF8fE6Dwx6f7iTITWEF4DapWnSIbZ%2BrlculEhxLzKTqJPSMgJQs4mO8wmmunFq3KsD3h0gsx2GTm2sR1RHOi2fzE8AiJru9PYABobwcIdvZcGRk46pyCwX74jtG%2B2WpAHyknQs26m1CpNsmZ5paAcef2nBS75vg0jNA%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=AVxigLKYWUrQ%2Bx6r0LIKVjAh9cShGjj3Z6LwWY0PdsBE%2F1%2FYYJXVV%2B269%2BMLIi6rACPnIKLRmCizWNhZEGxWZ80mu2ihCmWXfnEXQini3kFhRswMFFExqWk13MXhPzRz2mf5LfQCjkzMNHTq0X1kaI0VNMBpAi6SAoTApDzsPfvudmroehg%2FgScR6noIo8zXS1s9MuvSh%2BeB4f3gskICqFLxfyNu&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=AVxigLKtsingsb90IyU7lcJOw3iUlLmftmkcoszB9eZOeYptfBWwiDbNKwtuk0XrUODhbC%2FiW7GGpMRmJe4S%2FiH19tkC7PhNnOO21NEA%2FSJML5Mr9CFKWdHtNNz0k1ab%2BS%2B2Lw%2B0jUySIMekKEqb2e9Rtr4xSxzj%2Bksx4uRGu7DhXQWAdS%2BhU2ZAz%2BLZqtIwa7oBO6y1GbrykFCWXpoefnKEXJRQ6Q%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=AVxigLKMK5eApmF0kXwGatKMGur7B17t2Qo10gK5fBRnrW0jqyBAAhI4qvfjygEJkyOhUnST41AZxVyVT7AufeILaukDKtADUt3CvfoBB5NRjYnc2%2F%2B3wS2PdeIpdyzU4pBjJ4QpvNj5CB7om82hpha6tPR%2BZS4H13U5UC4Vxkd6EOMaDO7p0X9f3k9F39CdTOJALDszc%2BWiVP5fTuluJd07A6xn7uqe%2FKY%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=AVxigLJOM4p0WCr6hDSzay18xxBNNFINmFhB7VO2rmkauJwSpMRFHdxzBnwSTshJgPrt2LtHqvRIFKb1g1E4LfEhXWEuNmskaY6i47dGF18P3BlwoP%2BKut2wSiSCKm6a3SdBb6UOlm%2FZy9yDQ0rFjBr5YFYnmDNiZ9CkQ4P7RTqepqu7haH49D7i8vnPRoKJEsRzuE3gS6HIXyTPj%2Fc%2BsF6dq%2FM%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=AVxigLJMKHSrfeGOCh9CSry3S82cMNfxYYiihp7ufTHsH1f%2FtLwIe3avFV%2Fo0wqpytYLSxkW4PgGo0YQRfyGy4R2YV8ReSRosp2s89Wr6g7gpFB81QIbj13sAkn2DCD65pBjXYEfIaKO7jS%2B0BxRy6gfgB0nU6mCTfW%2Be%2BscUsuXAaSKekR1u0FgglPSZAPrEIlsOcwOb0CkNbSnMno%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=AVxigLKYr3rXoXkU9h6daTO75MAdkysSPUkgKMbvNFK2Swl0Ic2WzQJjSnkx5B6PtvitgB%2FBKCaK6oEDBQFPV3YjxBzRaT0%2BK6aU2jFKcsjTCY%2BRyHXWXR%2FmNA4yw8r4ovQXV1NfIw2Ejx%2B3Kq3m6UmFgo5bPaGfH4XzLwV8caKTTeGMi6WjR56y8h3CaOK9Zj3%2FMPa4IA%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=AVxigLJ9Eb23QVYS4zcDnfh9HM10dfa1GiuO3JfzRfmQcc0h2wZHI4HPsQMYzksdrpmIvq2y2%2B1gHE8WOLFZZ9prhk6xenpLTerYR4Yx6cnrc9a%2F5NuIz8K6TEKhRf%2F9ObDZn1YmZLWXQQSKvK7lCYE8EOastBf%2FWTk1OkKOVvzfFXIiA%2BkosFoqhcaCoy%2BiUH8EHvy2&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=AVxigLIfeJcaDVW%2Fg%2BK2W5WxvfOkWD4JC53Rp4RUK%2B0Duj4uc2rcfUrSg4RGPvPpc3vvo8Fj4usUMIA9YuywHIdj17W1bsR2IJYSUKcpnir9KBLs6%2FcdlcZLVtYvytCpR235Dfyk82OQWrFync9h5qWpu3dlXZAA330PpgF%2Bq6oM9TAlMrPrlaDHwnXHeej1CY03xE5TGwZTRHePOQ%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=AVxigLLgRpQ65%2FLOt1hPXBx5IZNY76opnG3nGo13WuC27fn7KldyMle1l1EnfR4NAS8%2Fe6eHRw3GqtjXkI38EhAjc553FBGW7l0Ox9wB5jLgquAv79xsoeVb%2Fmp%2F0GUzG3WKjENZnK0wB5H4ScTAY5ewR%2BuZFCUVeKsnRj8Y6Taazaq8MMwLDlzgPvWcnUUKzuWwS5MorbuH0E3KQQyLXDXYNAgpA12w1xA%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=AVxigLIph9PPbMphWt5uoC2yiObi8Uk%2FZYuU%2FKSV1zLqGR2lUG6WckrQ6bUviK456MFo36sI%2FL1YFKfE%2FZ6%2Fw0si%2FHLrL8YWFhGhj5Ap9NEc7JdtBQl2XkKHBDHFbzrzOo9ohXaamkRqzaZsbAkDZYiZY5uOAd94R80BClN0KyfoATbjtowPro1kKCikCgL0OfG8CXrwxlB5%2FKMIn1YSBIU0Jh9ol%2FlVQ1SfZ6c%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=AVxigLJi7qBYZyElquAs6mF7YHa1MfpCvJbxd2O5if6GSP%2BZpoXKDy0CbAcgKfGjqCHmBbyhl1lp6Wy7bcnadE7%2BBa5VKHfgqbjtSPoGMXiCurrM%2F8sFsaZuh9AWSuYIYRsoZkQ4FDART5qTzVbZaLgCnt%2F4bH80%2FEBBIpBJxu%2F9CWDRP37GUp7FXsPjWdztVnFa033jbt8InQoRDSuMgeZh%2F1qAgDEcXiE%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=AVxigLIfeJcaDVW%2Fg%2BK2W5WxvfOkWD4JC53Rp4RUK%2B0Duj4uc2rcfUrSg4RGPvPpc3vvo8Fj4usUMIA9YuywHIdj17W1bsR2IJYSUKcpnir9KBLs6%2FcdlcZLVtYvytCpR235Dfyk82OQWrFync9h5qWpu3dlXZAA330PpgF%2Bq6oM9TAlMrPrlaDHwnXHeej1CY03xE5TGwZTRHePOQ%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=AVxigLLeBL2YRpi26JP9k0XB4GMUujqbx91O3RbnEo400rtH5008BAb4xZdsegIs99Xgdvl1FH%2BW2Y2S9NvFWhnPwByojBXyvznLup6c9G94vTLJRfgkcrZAEbFS1sAyiQNHYBykT1YXPzUqMAX93APErIDfWIuJ%2B8qGjm106yHYevlt5iboRfvKAbl8C7QExTDqCTzYeM0XgTBoQc%2BycCw%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=AVxigLJ3UEoN3BYP7bHmkjw%2B5DHmN02%2FwSGbRJ0g6XDPWnyLHmVe1Gjmte6RjIYxCpqBVH6B8Y1Vb2LmH6be69QAoOPse%2BWJTQ3X4B%2BFOR1Z8naj2eXYaJv7fWysMe1od0lgbLNVFT%2FvRQPoFgl10gXr2Y18mHsEyu49TGzLHhpMG46uqQ%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=AVxigLKS%2Fe1kmp7urR19KjS2%2FSOQN808mpS%2BzlFky4j2LBXvMnEGYDni7BE9lAvhOPwUAidSwAlRo2ejmXX6FBxoNjTvK6q0lTiDWOhLGJzLyx9rAHGPnRliHyPYVu%2B5Db7SRVKbMr0wSot3fkcjtxzxsoxhh7Ites5sPT7zg%2B2xIZAIqHH%2FuFhybfdEuUS6Jw%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=AVxigLIDAmRygQcQ1Kdf47O4%2FUrxq5ZmqdD6aNBpdYPftfHRaENP8FWdGBZzN68WGywUOyQgHfevfdjCd4btJaFWUF1YZPq7rsJKQASJkBBi5xcq5JshfYxsYkQrR5F%2BquL5IVaUwNLBL3nIN1bbbU9%2BrEdo1dPin34c7hfUqYNJ&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=AVxigLJMolF2iZdWwYFA%2FRglhJewXoX1x39TGnbArC6Dh95McHlUMX0cQenFK4nX8rGj8dVj7kUqWn4JF8KTJnYYoN3uwVlwqSx%2BnmXylzWN6lvXvtG8%2BGSd8hc1F61kftEkbZp6VJvLCXNr2l0x1z3gpB3G4BF6jJChQEgI1cj6JRPt4U7Om0z5Onx45w%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=AVxigLKe3cjgcS9enVsjwGBrCxgk3CynsM%2Fj50FnCh4lT5SpiSanAtTxjV3irqHhvq4R05eCYfn1M9Gt3FwkTVdpYvslaZ14YBQ0QckiY1zyFuIW1YDlllOc80fqw%2BZdMLhRhsm2I%2Fp5Lj44O%2BMoQ5kpJYcK2%2FoBuf0ciEwgbPY%2B0OUB5lL4CYInWq%2FjeplmRtOXG3DkwrvSWA%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=AVxigLISTj5On7Qq0DzYhMFxcyZ0A5bWrBwTecXFkm55ea1Xjk61E3KBxJnYhwAyXl3AIYDcWFfbP1sLe3FarRqWWkKpkhVxHw7Pl68eS7bUCyIordWqceobWKiEtlXAK21meUXg%2FOgUN81EZALWkHosmI11rDxGcWrou%2BpdiHgeh2PDK94oSJzgcVeIgA%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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

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

**

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

**

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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)

**

[![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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&webInteractiveContentId=185823046841&portalId=8302174)

[ 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)

**

[![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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&webInteractiveContentId=185823046841&portalId=8302174)

[ 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)

**

[![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=AVxigLKxEVloFXX2FW5yENrhJVlivcLvLjaaNYb1qVhQBJg%2FjSp%2FC7JGG%2Bfdg%2FtGwJ5nUxRQiP64mplG9Vdk0QMBGL4UgDcrwEh2bgLJoo42ONxOCtueGr7XDj8EVJWPgAsQa%2Btgy0jRg8Y56vd6mtrGowO3TxkOMv425L8yHHsCqAxR&webInteractiveContentId=185823046841&portalId=8302174)

[ 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=AVxigLImemhFluLnUglLWT3Yh6OezPqUAXolT6CoYWXKPl22wi2EMlZNPyhI3j4T0HGpQT5MFtWuVv7KxOlJppJ5CkYy0Xk3yI6lU6Q03HOtTo6CFVRVz%2BOrxABnYrgDEBOueWScPw8oC3tPS%2BN%2F1phTheIfdJYXtyAzEyputa96Lh%2BY5Q%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)

**

[![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=AVxigLKwSDu9LZ%2F0YU6nIo3jmor32JYNO4ZUWPWdSQm9wPuXeaw5XygwQ4GZ1igDbyVN%2FTfM%2BnJP5x3S2Iw0PFXaNPfYLb3ZUtl7p89Pkq%2BjgJkiRvFbpOJ7PVB8EjOUFyCJghlPnFWaJNo1z1A9EM6%2F%2FYsAxoBpeVZdfo7udq81h6m8FrkcjJhnVDZVps%2F%2BxNOlnA%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

Blogs

# Business Process Automation Examples: real-world use cases for SMBs

 Jared Oken, 26 February 2025

Business Process Automation Examples | Rayven

6:03

Businesses today are under constant pressure to increase efficiency, reduce costs, and scale operations - all while delivering a seamless customer experience. Business process automation (BPA) is the solution, enabling SMBs to streamline workflows, improve accuracy, and leverage AI-powered decision-making.

In this guide, we’ll explore real-world business process automation examples, showcasing how automation enhances productivity across industries and what the best platform for SMBs looking to implement scalable, intelligent automation is.

## **What is Business Process Automation?**

Business process automation (BPA) is the use of software, AI, and machine learning to streamline, optimise, and execute repetitive workflows. Unlike simple workflow automation software, BPA spans entire business processes, integrating multiple departments and data sources.

Key benefits include:

- **Increased efficiency** by reducing manual tasks.
- **Cost savings** through process optimisation.
- **Enhanced accuracy** by eliminating human error.
- **Improved customer experience** with faster response times.

---

**Want an exhaustive read? Take a look at our 'Complete Guide to [Business Automation Software](https://www.rayven.io/business-automation-software)'.

**<https://www.rayven.io/business-automation-software>

---

## **Business process automation examples by team.**

### **Finance & Accounting.**

- Invoice Processing & Approvals: BPA automates invoice creation, approval routing, and payment tracking.
- Expense Management: AI automatically categorises and reconciles expenses, reducing manual bookkeeping errors.
- Fraud Detection & Compliance: AI-driven fraud monitoring flags suspicious transactions in real time.

### **HR & Employee Management.**

- Employee Onboarding & Offboarding: Automated workflows handle document collection, system access, and compliance training.
- Payroll Automation: AI-driven payroll systems calculate wages, process payments, and ensure tax compliance.
- Performance Reviews & Training Management: Automated systems schedule performance check-ins, manage training programs, and track employee progress.

### **IT & Security.**

- Automated Incident Response: AI-driven security protocols detect threats and trigger real-time responses.
- System Monitoring & Maintenance: BPA automatically monitors infrastructure health, schedules updates, and performs backups.
- Helpdesk Ticketing & Resolution: AI-powered IT support bots diagnose and resolve common issues, reducing support workloads.

### **Supply Chain & Logistics.**

- Order Processing & Inventory Management: AI forecasts demand, optimises stock levels, and automates reordering.
- Shipment Tracking & Notifications: BPA provides real-time shipping updates and proactive delivery notifications.
- Vendor & Supplier Management: Automated contract management, invoice reconciliation, and procurement tracking improve supplier relations.

### **Sales & Customer Service.**

- Lead Qualification & Scoring: AI-powered automation evaluates and prioritises leads based on customer interactions and historical data.
- Automated Customer Support: AI chatbots handle FAQs, support tickets, and appointment scheduling 24/7.
- Follow-up & Engagement Automation: CRM workflows automate follow-ups, email sequences, and customer outreach.

For additional real-world use cases, explore [**business process automation examples**](https://www.rayven.io/blog/business-process-automation-examples).

## **The role of AI in Business Process Automation.**

BPA becomes even more powerful when combined with AI and machine learning. AI-driven automation:

- **Learns from past data** to continuously optimise workflows.
- **Predicts process inefficiencies** before they happen.
- **Automates decision-making** by identifying trends and recommending actions.

AI-powered [intelligent process automation solutions](https://www.rayven.io/blog/intelligent-process-automation-solutions) take business process automation beyond simple rule-based automation, creating self-optimising workflows that improve over time.

## **How SMBs can get started with Business Process Automation. **

### ** 1. Identify Key Processes to Automate.**

Look for repetitive, time-consuming tasks that can be streamlined with automation.

### **2. Choose Scalable, No-Code Automation Software.**

Select a platform that enables easy implementation without heavy IT involvement, such as [Rayven](https://www.rayven.io/business-automation-software).

### **3. Integrate with Existing Business Tools.**

Ensure your automation software integrates seamlessly with existing CRMs, ERPs, and finance platforms.

### **4. Monitor & Optimise with AI.**

Leverage AI-powered insights to continuously refine and enhance automated processes.

For SMB-specific automation solutions, check out [SMB automation](https://www.rayven.io/blog/smb-automation).

 

## **What to look for in[ Business Automation Software](https://www.rayven.io/business-automation-software).**

Many [software automation companies](https://www.rayven.io/blog/software-automation-companies) offer automation solutions, but SMBs need platforms that are:

- Affordable & Scalable: No hidden fees or excessive costs for high-volume data processing. Flexible pricing that grows with your business.
- No-Code & Easy to Use:** **Drag-and-drop workflow builders make automation accessible for all users, meaning no need for IT support. Pre-built automation templates enable quick implementation.
- AI-Driven for Smart Decision-Making:** **AI continuously learns and optimises workflows for better efficiency. Real-time insights ensure faster, more accurate decision-making.

For enterprise-grade automation, see [enterprise workflow automation](https://www.rayven.io/blog/enterprise-workflow-automation).

## **Get started with Business Process Automation today.**

If you’re ready to implement a scalable, AI-driven [intelligent process automation solution](https://www.rayven.io/blog/intelligent-process-automation-solutions) that eliminates inefficiencies and drives growth - all whilst being affordable for SMBs, then [Rayven](https://www.rayven.io/) is the answer.

Find out more about our platform's [Workflow Automation Software](https://www.rayven.io/workflow-automation-software) capabilities, or [speak to us](https://www.rayven.io/contact) to get some free help from our team of experts.

 

*Explore more:*

- [Small Business Automation](https://www.rayven.io/blog/small-business-automation): how to do more with less
- [Business automation software](https://www.rayven.io/business-automation-software) to see how automation transforms businesses.
- [BPM Solutions](https://www.rayven.io/blog/bpm-solutions): how to build a smarter, more agile business
- [SMB Automation](https://www.rayven.io/blog/smb-automation): how businesses can scale with smart workflows
- [Software to automate repetitive tasks](https://www.rayven.io/blog/software-to-automate-repetitive-tasks) for task-specific automation examples.
- [Software Automation Companies](https://www.rayven.io/blog/software-automation-companies): who leads the market & why

#### Tags

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

#### Author

Jared Oken

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### Explore further related content:

<https://www.rayven.io/blog/automate-automation-software>

Blogs

## [Automate Automation Software: future of self-optimising business processes](https://www.rayven.io/blog/automate-automation-software)

 Automation is no longer just about removing manual tasks - it’s about making automation itself smarter. This marks the next step in business process automation (BPA)...[Read More](https://www.rayven.io/blog/automate-automation-software)

<https://www.rayven.io/blog/business-process-automation-software>

Blogs

## [Business Process Automation Software: the key to scalable efficiency](https://www.rayven.io/blog/business-process-automation-software)

 In today’s digital world, businesses must find ways to improve efficiency, reduce costs, and scale operations seamlessly. Business process automation software (BPAS)...[Read More](https://www.rayven.io/blog/business-process-automation-software)

<https://www.rayven.io/blog/automation-software>

Blogs

## [Automation Software: a guide for business leaders](https://www.rayven.io/blog/automation-software)

 The business landscape is evolving fast. Organisations, from small businesses to large enterprises, are turning to automation software to improve efficiency, reduce...[Read More](https://www.rayven.io/blog/automation-software)

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