---
title: Business Process Automation Software | Rayven
description: Business process automation software will boost efficiency, reduce costs, and enable you to use AI across existing systems; simply. Here's how to start.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/Someone%20working%20in%20a%20small%20business%20using%20a%20computer.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=AVxigLLTAr%2B20y7RTbXy9Tl6WUR6nt%2F4fD0NlE4IwsuAJx7qI%2BDU%2BkpJI4NpZYP2NOIe2K8%2FgPRJnqQjchx57dnNilBR2jCkQ3fclVsm%2Bfi4sHiwBrNjAoVH2DrhYUgPvDS6WBJfTw%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=AVxigLLTAr%2B20y7RTbXy9Tl6WUR6nt%2F4fD0NlE4IwsuAJx7qI%2BDU%2BkpJI4NpZYP2NOIe2K8%2FgPRJnqQjchx57dnNilBR2jCkQ3fclVsm%2Bfi4sHiwBrNjAoVH2DrhYUgPvDS6WBJfTw%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=AVxigLJjwsYhyC4doPcDmE1gF97dBj4HoYDE%2BvIUEQeVsnGmqSUVtBmFPJKwo77sqtNUJar8C1M1Q4JfI4PzJQq7K0SmpXs4ESPir86iEeNEaeP7SpR2wFH%2FMvjFHcI6S9nE%2BKPI%2FMj2ROD393egv4mBAqwkr9iRAyCQBqiQV%2FiJVNpegzEfrG7pioX2LQa9M3dGqgj1iMq1HVU8Y6KKCoXe3w%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=AVxigLJPvkQcs8emV3t8THcB3%2Bqf4f2erDj0eAW1KOtZgHYVh0GlcWCXqDOyhPNDuehS%2BkmW1CWaTRs00ztJaBp%2BXmI%2F%2FBHoSxQ4DZWZZvxbtrRaUjpDeGov%2BsNvL1rv6vibC%2B9leMo3qtBjESR4ESP%2FXayOw7PzlaUUfU7CtXwoNrwQsjebUWK6CrbBs6GCghlre%2Ba6DVt1K3j4%2BQ%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=AVxigLIUOmBGYb%2BV8s%2FFhMdF7mWfi38jr%2BeyN%2FK3YULmnr8ru5YXMxV8umU0GUjUmHvjcd1LqP0TXTK26JdnbcHJcH%2BJ6yJdurFWLuy0SSJhgRcq66k9XZDtAtR9pr9r9aocfu0hiTiUNY0afpMZkBhKsdgKsTcUtHYwDapSJ8u%2FW64Qu4Cry7r6W717uNV6aHQ2Pgozmh1DdwUwyw%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=AVxigLJ7vjM1P08ULr09LTJhSoA97H0KU%2Bu379uYbH62z6H50at%2BDurIvNuq9cFNPjKS%2Bvn0NzkerlmYntUxEkfTHA0BWu8WL%2BtjNRDWEoxGjL9VIclcCXi75W0zjzFNJQrkwKgGcJMEK6Wp85lShsLA4hvCZVrtbeslO%2BcHi6Pic97z3vTzE3sJXqMwqTxvAErd4hQxLrbAZN4jdXFhcQXobyc%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=AVxigLLjNjpFvc4TM1PRdHUyRU7JdSpyJOZfVsIuH2IP0tisi7KoEwF4%2Bua7QEJmPyR%2FI8%2Bo1%2FQWZjp47nJlDTH0QL4gmrzQ%2BQxVSE9jzNmk9HPHvPh05%2Fwd8d3LSASkMCHbH%2B4epZhZ7PKNP472hbcYHT%2Bw5VxTnO58aQ%2F8j2SHJ90wjHMI6RST827vGewl3BjTWpAawhFV%2F9izFzKEdyw%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=AVxigLJWKDDBedYILrIrs%2BxCT7aRRmjK5h1SSLbEg1TjUHk8YATZBxQRXIX50xSHXQlO3xE9mr2Wf8D1ivU%2FSZT%2BpK83EfIJ%2BH9ogZwu5vuGpnLro%2BfLjgvjm%2BG7mjvwB2%2BWtVMjkWgbmwQtDAa63EpsDrIM7mJro6%2F4RWDhnVxUcGgn1DrtEKqP%2FUfsOVTqN4cWjgjU4IqPIyin%2FN7WiL4HxiWtSw%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=AVxigLJCOXyVXEqIItP74zI9ci7aojgrkWBvxobfJcSKrXnbh1o%2Fuk1acGgTHUqag41uPL7A7DaxXwND5caGT6GKuZQ%2Bqzc2xwgEFNOpdib96bc6TjNLCvrXCmjVnA6TXxfgKiUXIws6IDUF5FQfexhOjDbiZYIevvpZbTC257YThA%2BYjipDvU%2Bgc%2Bi8r4BfU8CM02yvML7%2B8b4o1n9NofqlrRJwLIk%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=AVxigLISdHovfqgp%2BJda4hPbd9NJnBgnr7bOnE9yNVHaabWpM1YcTbE0%2Br%2BS1w58bdmKjYiWBYqZW1oqEeb8%2BMsLPFz%2BiH1lJg77NobZQ3YuEqj1k7szmB4oLeW4wDKGZpmEDV%2FUN5zjW9Vc8EdngT9x2XOovknWSWfK7zyFsesGc1XeZjwQ%2Fb9XnspOZe8q0NImNF4D%2Fza2hMahwkqBxk04RRk%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=AVxigLId9zvSZFW21L3rQaDgAe3NPZ0c7xwG1TVQ2y2YQfke3JTMXUqORozapNcdcM23rY1Hpubv3Q58NNSaqby7gz5DzuT5H9EuSWya3UF5%2FtdoWd2vJ6jsZbMIxqYCetIpuhIwp2GijCP9r5IQfp3tLTQ8yhqk1g0YCdKtqi8NTK9PhEYyt%2BKUEq1213aeNKLLDly1HljlCBdh98524iSXFQ%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=AVxigLL2hPOGGOQ9mZn7oxRzxLN0FeAuIk80JIRCUAM8VMOO1bDXP8SW8j%2BnmKIu7eQt2kWEUWNby%2FoY1U4sa7CzO4GsTF%2BzWY0iNrblYzwBn6LFiXbBtDuvt46GMtvY8kY3eVCG1BL6CHk%2BcPwXK3gTozV7bbCCm19%2BzVL3gSl5LkKbBAZKrcjhsdLQ%2F6jx0UQfwsoidwyRbLs70oXfs8IDpADmYuI6cXRUBVHIm%2B5zChQp1g%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=AVxigLLmKAwKi6riOxTYwiOozIvmPFIyt9aMg2ejauvwMVW15n%2Bwl1juZpYEGsPtN3uitWXEuwTcJZhDq7VLKkDioKZM4l74GxJzAGqQtX4UKbbKi%2F92aBJE1uIKGL4vn3edqxAZWCmFo%2B6EHhLgvBpf%2BillGNdabgZT1Ly3gLSrisDss5yiP5eVTSXiprPR1s3HhbHiSx9AGNEMBkmTqn%2BvOEq2&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=AVxigLIO46t8ePLdwb8YYMOp0OysXhEZYoxzHMC9EarMhPm8GqXfjVcthOIRwIWzehCsZmlOxiVS5WpJrYH0GSzyE1RIKRobrIXjJejrX823laiL6x1ucu0g7fpWo29wnpSX3EZseiCQTWSbakarbcW5iZp1fdcWsaUHzI3HZTfQDGAEfE8JgC5Jw0Yhw0gnQUtKQDrYVu6J9sCKOGqyaZZo%2BvQlWQ%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=AVxigLIjtuQv5vCYhMJHa3NDRCs1sjRhINLMk2u4TWX3GKv2KENMpjztGtN6kIzaYM84I0CoGd7w2q0BVfP67MkyLDsekyv6P2uBl8DWeGkpAU9E2YYhDT5gMFQN4DYz5bqDySZ7qGGTrzX7c8dF9K4YTdNlHFFzotOs3vAQGgIcZXCmdgqVSGYRahzhW6LAnPutS5vwBt9CfT7xnXF9IsTnavc%2BsKxCMT4%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=AVxigLLxInxNTGdEzCI12AtpF2jMluuOoZa3QMEeSv4GFfg3agC56aXuliiNNxd1ZNSujywi9oc80gqAweiP3edwPjlU5XatEk5XKn5Bc3rm9WoT%2BtSVZxDgcpfSA847Ag9awLKccalt3Z5nk%2FBeIsVZh9f83sAgF2fPojvd0Q14QY9xTg1D7g6%2FPZ3dK7YNElD23orGfmbvfc8%2FLv60OmUWnoc%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=AVxigLLhMMhx37JcM%2F94R1Cudz6rTqeqi%2FVgOtslKw%2F1dPjqMFWhN0NKO4uApvC95TI37VVwnEM02m6fHZdn2sYeuec1nAyZkm1eQClSdfLvYXGuqgXc55em4DYKi7k3UV72oaQsg5Sjf81HYzfBt5Wv%2FB6C2fwEHzUCvML7EXymgYNCtqb%2F1IH0FZYsMqXDpfOdQNwTSrMsY320kV0%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=AVxigLL9T2%2BJ%2B7wEo%2F11u%2BMrQuawYMbwrjlQr3zUekVl4fTrfqSW%2Bsv8lcsvbWjO2AgkamCFi%2FPpg5v3%2FdIBObK9OMXGXb8PUbxP%2FIf5uxUosJwKwcXQDmAJW4ql9Nsp56IPb2YraBoqPGe7TfrFPXnPp1NA80lXUWiJDrEKPeHZjX5F14ShbrApXsaCYe3x0tbXXeKWaw%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=AVxigLKfjBrXwTQg5s6x3RtQ6v807V0eLzSbpNDGfCzrG4QCXquQlVfPgcZVn3UXSbGOQYUhEGb5iqSlQeP8%2FbvNXuqfEfP6BJmlixDSt2sq7%2BnjYdfIK%2BeJmiucQXturD2Txk0P2TuVfV4HmJnIUuQHJcBzZj%2BlYNELsx0GZc85g7ER8AbEPbvzZoZVxXWFF8MM%2B%2Brx&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=AVxigLLHQ%2Fj6%2Bl3%2FXNfr%2BjXEomc%2FvIgWvNAUSyciVGwRUEaC1pAizD0zKIVOeQUvVteK5Znj8n9xd5rAuXy5gf9MqP1OGQYr3gFx49suUqvO9jDz31S5Sy0g0ASGSe1v2loJJrs0ZzWYbV9NbVgkgVS0IT28%2Bj98D2aTkOElOOuygA6Pv0WmOxBxfaDDSUrH1ehlAbOoFlaiD1MTDQ%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=AVxigLL%2Fmep1NrZJYUGV24dGMg1f5TxITrPVJ16U%2B43YdqlYI0CLQmbcCsjV1Xq6xwEquUQBmdiOjnDNV%2BtzyZvwwom79bh0fdU2PxEMiAsatY98KzYXjzUOAIKOKir8EF1AXmz3kO7g4fcBLgoGmV9T%2B%2FN9fGoNlMHQxnhj1%2Bzlw6gR3ytlMfLYa%2B0jk8Jz8%2BYyMNPN8rCaSExHzQEUSBqjczxUODyZzq0%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=AVxigLLwn7A43XkqqcLip9n1LpXLQWzDpGzSzhX6tE%2FW6mYkKSV%2FVYaulNGDI7uTd0Cz7Jj5w0LcY7CHv2Hcrv5UJnVrQxgxfBaOMHSa3DwR4GlrYYOj8x79983jywKFlNRFLtCVRgWMihKINstlDgGAlAs5LN2Y3duFPKd%2FYUvbouwnXMFZLqB2mR8lzfbNWW%2BKsmVhfzwcoeqPksUrSxgUw3y9OlqMWfbLsOU%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=AVxigLIZJxH6vrf0qXKSwNXmEkPna%2BqoF%2BPdWkjbRklhE8tgdi63mqe3gSfLsLaa%2Bj28jmNLft6qDNzxXdD2kJbJ75zbuC3eQ1q%2Fv4DJ%2Fa4PVIOcPSvoOLPl%2FhtLKAwR3j5NPZ9R%2BUcfWbS4LUOymbHlHRdVaH22vKRwt3A4GCAT4JJAQaM5TAW4ePg5WbXL%2Fjeq%2FzYD8SLRHrg%2FIc68U%2BlaV6QFUcnnP6w%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=AVxigLLHQ%2Fj6%2Bl3%2FXNfr%2BjXEomc%2FvIgWvNAUSyciVGwRUEaC1pAizD0zKIVOeQUvVteK5Znj8n9xd5rAuXy5gf9MqP1OGQYr3gFx49suUqvO9jDz31S5Sy0g0ASGSe1v2loJJrs0ZzWYbV9NbVgkgVS0IT28%2Bj98D2aTkOElOOuygA6Pv0WmOxBxfaDDSUrH1ehlAbOoFlaiD1MTDQ%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=AVxigLLg70tK2DfcSDd06%2Fnr%2BJOEvez4d87h1qWgXbT4S0IONzrqIHnaOeMiT2Okq8OPbMPApXx6NA6JMF88AKmJEPX7fsMWdxFT%2BE%2BQ4eYuznhAJSGm4fjEK2vu78vieTH4JD4vEMapBxgO1r8PiDz2iDOA9hToPIjlSKwV6wSKQ9C7eQhqlORFhIAmGhf2rZ27BKCD0dOz7JzMcyjZsWQ%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=AVxigLJmc%2BTwDWnyoj6%2FXo8Lo4ooaVHQ3joXI%2BoS3J4stKVYxeqYVK%2B9U%2BFh86TypHg6WMrwptmpsEZda3wlT4yT7Eu3E3TvIGJudhbIHnVVR%2BitJnyDKsDnhUgb5HLBOauKw8t5qR4srsGiXpB4pd3lqjDtFn6jn5ZQCXHsNA7Eo40OdQ%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=AVxigLK5d42DNCHRDFUEtjrbX2GvfIDLdPWRL9WpErxuX1dcJNIiJiNrERsCcOLFS26GGqVH3l2v%2ByDSnRhpyeCoKzBEo10fgcl6Q2QWr9QjfQC2QfjBrVBckR%2BQbl%2BGYTOW2x0CaGwG75D2EShrrOmmx%2Fzbma7DjQLw3z2VK0HfpvIWAUiDXLRyw09LniDFrQ%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=AVxigLJRYFfBG1w%2BpFKoNGJ4DSiwi9npooR3slVVoGPNybomyheuioD3i1XjcPXMxt5KwScRChZTtI08fM5%2FuUzT7eCqd84zZOgD6CxRixyYfMtm3glMz6xGDi0uelW3p%2FHowhUvx1FIJlQjIdwDUfhe1iM3TlMUpoHNZpaEWvq%2B&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=AVxigLJEkmOfdjo%2FSIY6SQLvkqLN%2FK%2Fj%2Ft3Fam%2BfNWyc15EGg%2BbQymO1I4mogARK8vUzQAjIAc6zyN5FkYaJ104Ig4k9k3xrF1uRIM8df9DxdwcDDh%2B2aHsci5zw%2B1sWSxlBxrcAtY7A8GFIt76muf%2B7jJ%2F5wO8N0kdCjcldX1kHZOD7TBVRCYLYWE%2Fctw%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=AVxigLKYO7bMa6Pq%2BV1C8E9TjffWMqXSafVAhh4ZpdiAml2Dh9s7Pu0jYbEf2SXP2xZuelj0H5T%2FSbinB%2FT%2FCWZV1W9DnnjG%2BhRjZ0xp3Sk31TADeLPA1Egr6tRGOvM0DN8cvQEfmRKmOHEkvvaLyimARn7a%2B6RVjBc3Pm25pdFotUBK02jPLyY3FoChgpFLCuFsDMaPq4jOtg%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=AVxigLL6URdrgnnTZ%2B%2FqYt3lvY5gWyZJduCQOveewUubUGIt%2FJNte3e0uwsr39vBJhyFh5pjbkyPFuH60nWHElJc7jW5%2FRYfHml%2FhzJYuS31OfqInDgJp8oWntQ3ZLkT739%2F5s5KPPrgOOlRiFV0LW3X37ze%2B7imAfWOmFQN2JvFyhwxuHV8JP6DGeCgSg%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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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)

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

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

Our Company

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

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

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

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

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[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJjfFlviMVogBMa8%2Bj28MdNfnHDxAketZTirBcH32fafGAgTonkH2ALDkF7dCNrIDrTDNUg%2BhLJYcDEoAC2shKdL8cwwp5cXCkm%2FEuoPBXS2COs9QyeozKNF3KD%2BoANeTX0gHRiYAZov5xt9HNyJWXcOarVZTRJ7pIGXnphcObaUw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLKbK5%2BoB%2BTg5jHhxoxjqX1xd8cgr0swUTnxiowAWTKYGtQp6aMbSZoTiTm2Sf9AJGmpSxBXpeKDbueST5cg%2B6VFLuJQDcQqDsB9PYl4znI%2BnBxMQGl91OdCFZWUcGxeO4IDd6NqgLQczxe0QPfsRZEV0flnDLA5EkrRiCEX4Ei%2FKcQfpp6dRcTBboPL0T63Bg%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=AVxigLLTAr%2B20y7RTbXy9Tl6WUR6nt%2F4fD0NlE4IwsuAJx7qI%2BDU%2BkpJI4NpZYP2NOIe2K8%2FgPRJnqQjchx57dnNilBR2jCkQ3fclVsm%2Bfi4sHiwBrNjAoVH2DrhYUgPvDS6WBJfTw%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=AVxigLLTAr%2B20y7RTbXy9Tl6WUR6nt%2F4fD0NlE4IwsuAJx7qI%2BDU%2BkpJI4NpZYP2NOIe2K8%2FgPRJnqQjchx57dnNilBR2jCkQ3fclVsm%2Bfi4sHiwBrNjAoVH2DrhYUgPvDS6WBJfTw%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=AVxigLJjwsYhyC4doPcDmE1gF97dBj4HoYDE%2BvIUEQeVsnGmqSUVtBmFPJKwo77sqtNUJar8C1M1Q4JfI4PzJQq7K0SmpXs4ESPir86iEeNEaeP7SpR2wFH%2FMvjFHcI6S9nE%2BKPI%2FMj2ROD393egv4mBAqwkr9iRAyCQBqiQV%2FiJVNpegzEfrG7pioX2LQa9M3dGqgj1iMq1HVU8Y6KKCoXe3w%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=AVxigLJPvkQcs8emV3t8THcB3%2Bqf4f2erDj0eAW1KOtZgHYVh0GlcWCXqDOyhPNDuehS%2BkmW1CWaTRs00ztJaBp%2BXmI%2F%2FBHoSxQ4DZWZZvxbtrRaUjpDeGov%2BsNvL1rv6vibC%2B9leMo3qtBjESR4ESP%2FXayOw7PzlaUUfU7CtXwoNrwQsjebUWK6CrbBs6GCghlre%2Ba6DVt1K3j4%2BQ%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=AVxigLIUOmBGYb%2BV8s%2FFhMdF7mWfi38jr%2BeyN%2FK3YULmnr8ru5YXMxV8umU0GUjUmHvjcd1LqP0TXTK26JdnbcHJcH%2BJ6yJdurFWLuy0SSJhgRcq66k9XZDtAtR9pr9r9aocfu0hiTiUNY0afpMZkBhKsdgKsTcUtHYwDapSJ8u%2FW64Qu4Cry7r6W717uNV6aHQ2Pgozmh1DdwUwyw%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=AVxigLJ7vjM1P08ULr09LTJhSoA97H0KU%2Bu379uYbH62z6H50at%2BDurIvNuq9cFNPjKS%2Bvn0NzkerlmYntUxEkfTHA0BWu8WL%2BtjNRDWEoxGjL9VIclcCXi75W0zjzFNJQrkwKgGcJMEK6Wp85lShsLA4hvCZVrtbeslO%2BcHi6Pic97z3vTzE3sJXqMwqTxvAErd4hQxLrbAZN4jdXFhcQXobyc%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=AVxigLLjNjpFvc4TM1PRdHUyRU7JdSpyJOZfVsIuH2IP0tisi7KoEwF4%2Bua7QEJmPyR%2FI8%2Bo1%2FQWZjp47nJlDTH0QL4gmrzQ%2BQxVSE9jzNmk9HPHvPh05%2Fwd8d3LSASkMCHbH%2B4epZhZ7PKNP472hbcYHT%2Bw5VxTnO58aQ%2F8j2SHJ90wjHMI6RST827vGewl3BjTWpAawhFV%2F9izFzKEdyw%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=AVxigLJWKDDBedYILrIrs%2BxCT7aRRmjK5h1SSLbEg1TjUHk8YATZBxQRXIX50xSHXQlO3xE9mr2Wf8D1ivU%2FSZT%2BpK83EfIJ%2BH9ogZwu5vuGpnLro%2BfLjgvjm%2BG7mjvwB2%2BWtVMjkWgbmwQtDAa63EpsDrIM7mJro6%2F4RWDhnVxUcGgn1DrtEKqP%2FUfsOVTqN4cWjgjU4IqPIyin%2FN7WiL4HxiWtSw%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=AVxigLJCOXyVXEqIItP74zI9ci7aojgrkWBvxobfJcSKrXnbh1o%2Fuk1acGgTHUqag41uPL7A7DaxXwND5caGT6GKuZQ%2Bqzc2xwgEFNOpdib96bc6TjNLCvrXCmjVnA6TXxfgKiUXIws6IDUF5FQfexhOjDbiZYIevvpZbTC257YThA%2BYjipDvU%2Bgc%2Bi8r4BfU8CM02yvML7%2B8b4o1n9NofqlrRJwLIk%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=AVxigLISdHovfqgp%2BJda4hPbd9NJnBgnr7bOnE9yNVHaabWpM1YcTbE0%2Br%2BS1w58bdmKjYiWBYqZW1oqEeb8%2BMsLPFz%2BiH1lJg77NobZQ3YuEqj1k7szmB4oLeW4wDKGZpmEDV%2FUN5zjW9Vc8EdngT9x2XOovknWSWfK7zyFsesGc1XeZjwQ%2Fb9XnspOZe8q0NImNF4D%2Fza2hMahwkqBxk04RRk%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=AVxigLId9zvSZFW21L3rQaDgAe3NPZ0c7xwG1TVQ2y2YQfke3JTMXUqORozapNcdcM23rY1Hpubv3Q58NNSaqby7gz5DzuT5H9EuSWya3UF5%2FtdoWd2vJ6jsZbMIxqYCetIpuhIwp2GijCP9r5IQfp3tLTQ8yhqk1g0YCdKtqi8NTK9PhEYyt%2BKUEq1213aeNKLLDly1HljlCBdh98524iSXFQ%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=AVxigLL2hPOGGOQ9mZn7oxRzxLN0FeAuIk80JIRCUAM8VMOO1bDXP8SW8j%2BnmKIu7eQt2kWEUWNby%2FoY1U4sa7CzO4GsTF%2BzWY0iNrblYzwBn6LFiXbBtDuvt46GMtvY8kY3eVCG1BL6CHk%2BcPwXK3gTozV7bbCCm19%2BzVL3gSl5LkKbBAZKrcjhsdLQ%2F6jx0UQfwsoidwyRbLs70oXfs8IDpADmYuI6cXRUBVHIm%2B5zChQp1g%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=AVxigLLmKAwKi6riOxTYwiOozIvmPFIyt9aMg2ejauvwMVW15n%2Bwl1juZpYEGsPtN3uitWXEuwTcJZhDq7VLKkDioKZM4l74GxJzAGqQtX4UKbbKi%2F92aBJE1uIKGL4vn3edqxAZWCmFo%2B6EHhLgvBpf%2BillGNdabgZT1Ly3gLSrisDss5yiP5eVTSXiprPR1s3HhbHiSx9AGNEMBkmTqn%2BvOEq2&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=AVxigLIO46t8ePLdwb8YYMOp0OysXhEZYoxzHMC9EarMhPm8GqXfjVcthOIRwIWzehCsZmlOxiVS5WpJrYH0GSzyE1RIKRobrIXjJejrX823laiL6x1ucu0g7fpWo29wnpSX3EZseiCQTWSbakarbcW5iZp1fdcWsaUHzI3HZTfQDGAEfE8JgC5Jw0Yhw0gnQUtKQDrYVu6J9sCKOGqyaZZo%2BvQlWQ%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=AVxigLIjtuQv5vCYhMJHa3NDRCs1sjRhINLMk2u4TWX3GKv2KENMpjztGtN6kIzaYM84I0CoGd7w2q0BVfP67MkyLDsekyv6P2uBl8DWeGkpAU9E2YYhDT5gMFQN4DYz5bqDySZ7qGGTrzX7c8dF9K4YTdNlHFFzotOs3vAQGgIcZXCmdgqVSGYRahzhW6LAnPutS5vwBt9CfT7xnXF9IsTnavc%2BsKxCMT4%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=AVxigLLxInxNTGdEzCI12AtpF2jMluuOoZa3QMEeSv4GFfg3agC56aXuliiNNxd1ZNSujywi9oc80gqAweiP3edwPjlU5XatEk5XKn5Bc3rm9WoT%2BtSVZxDgcpfSA847Ag9awLKccalt3Z5nk%2FBeIsVZh9f83sAgF2fPojvd0Q14QY9xTg1D7g6%2FPZ3dK7YNElD23orGfmbvfc8%2FLv60OmUWnoc%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=AVxigLLhMMhx37JcM%2F94R1Cudz6rTqeqi%2FVgOtslKw%2F1dPjqMFWhN0NKO4uApvC95TI37VVwnEM02m6fHZdn2sYeuec1nAyZkm1eQClSdfLvYXGuqgXc55em4DYKi7k3UV72oaQsg5Sjf81HYzfBt5Wv%2FB6C2fwEHzUCvML7EXymgYNCtqb%2F1IH0FZYsMqXDpfOdQNwTSrMsY320kV0%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=AVxigLL9T2%2BJ%2B7wEo%2F11u%2BMrQuawYMbwrjlQr3zUekVl4fTrfqSW%2Bsv8lcsvbWjO2AgkamCFi%2FPpg5v3%2FdIBObK9OMXGXb8PUbxP%2FIf5uxUosJwKwcXQDmAJW4ql9Nsp56IPb2YraBoqPGe7TfrFPXnPp1NA80lXUWiJDrEKPeHZjX5F14ShbrApXsaCYe3x0tbXXeKWaw%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=AVxigLKfjBrXwTQg5s6x3RtQ6v807V0eLzSbpNDGfCzrG4QCXquQlVfPgcZVn3UXSbGOQYUhEGb5iqSlQeP8%2FbvNXuqfEfP6BJmlixDSt2sq7%2BnjYdfIK%2BeJmiucQXturD2Txk0P2TuVfV4HmJnIUuQHJcBzZj%2BlYNELsx0GZc85g7ER8AbEPbvzZoZVxXWFF8MM%2B%2Brx&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=AVxigLLHQ%2Fj6%2Bl3%2FXNfr%2BjXEomc%2FvIgWvNAUSyciVGwRUEaC1pAizD0zKIVOeQUvVteK5Znj8n9xd5rAuXy5gf9MqP1OGQYr3gFx49suUqvO9jDz31S5Sy0g0ASGSe1v2loJJrs0ZzWYbV9NbVgkgVS0IT28%2Bj98D2aTkOElOOuygA6Pv0WmOxBxfaDDSUrH1ehlAbOoFlaiD1MTDQ%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=AVxigLL%2Fmep1NrZJYUGV24dGMg1f5TxITrPVJ16U%2B43YdqlYI0CLQmbcCsjV1Xq6xwEquUQBmdiOjnDNV%2BtzyZvwwom79bh0fdU2PxEMiAsatY98KzYXjzUOAIKOKir8EF1AXmz3kO7g4fcBLgoGmV9T%2B%2FN9fGoNlMHQxnhj1%2Bzlw6gR3ytlMfLYa%2B0jk8Jz8%2BYyMNPN8rCaSExHzQEUSBqjczxUODyZzq0%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=AVxigLLwn7A43XkqqcLip9n1LpXLQWzDpGzSzhX6tE%2FW6mYkKSV%2FVYaulNGDI7uTd0Cz7Jj5w0LcY7CHv2Hcrv5UJnVrQxgxfBaOMHSa3DwR4GlrYYOj8x79983jywKFlNRFLtCVRgWMihKINstlDgGAlAs5LN2Y3duFPKd%2FYUvbouwnXMFZLqB2mR8lzfbNWW%2BKsmVhfzwcoeqPksUrSxgUw3y9OlqMWfbLsOU%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=AVxigLIZJxH6vrf0qXKSwNXmEkPna%2BqoF%2BPdWkjbRklhE8tgdi63mqe3gSfLsLaa%2Bj28jmNLft6qDNzxXdD2kJbJ75zbuC3eQ1q%2Fv4DJ%2Fa4PVIOcPSvoOLPl%2FhtLKAwR3j5NPZ9R%2BUcfWbS4LUOymbHlHRdVaH22vKRwt3A4GCAT4JJAQaM5TAW4ePg5WbXL%2Fjeq%2FzYD8SLRHrg%2FIc68U%2BlaV6QFUcnnP6w%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=AVxigLLHQ%2Fj6%2Bl3%2FXNfr%2BjXEomc%2FvIgWvNAUSyciVGwRUEaC1pAizD0zKIVOeQUvVteK5Znj8n9xd5rAuXy5gf9MqP1OGQYr3gFx49suUqvO9jDz31S5Sy0g0ASGSe1v2loJJrs0ZzWYbV9NbVgkgVS0IT28%2Bj98D2aTkOElOOuygA6Pv0WmOxBxfaDDSUrH1ehlAbOoFlaiD1MTDQ%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=AVxigLLg70tK2DfcSDd06%2Fnr%2BJOEvez4d87h1qWgXbT4S0IONzrqIHnaOeMiT2Okq8OPbMPApXx6NA6JMF88AKmJEPX7fsMWdxFT%2BE%2BQ4eYuznhAJSGm4fjEK2vu78vieTH4JD4vEMapBxgO1r8PiDz2iDOA9hToPIjlSKwV6wSKQ9C7eQhqlORFhIAmGhf2rZ27BKCD0dOz7JzMcyjZsWQ%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=AVxigLJmc%2BTwDWnyoj6%2FXo8Lo4ooaVHQ3joXI%2BoS3J4stKVYxeqYVK%2B9U%2BFh86TypHg6WMrwptmpsEZda3wlT4yT7Eu3E3TvIGJudhbIHnVVR%2BitJnyDKsDnhUgb5HLBOauKw8t5qR4srsGiXpB4pd3lqjDtFn6jn5ZQCXHsNA7Eo40OdQ%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=AVxigLK5d42DNCHRDFUEtjrbX2GvfIDLdPWRL9WpErxuX1dcJNIiJiNrERsCcOLFS26GGqVH3l2v%2ByDSnRhpyeCoKzBEo10fgcl6Q2QWr9QjfQC2QfjBrVBckR%2BQbl%2BGYTOW2x0CaGwG75D2EShrrOmmx%2Fzbma7DjQLw3z2VK0HfpvIWAUiDXLRyw09LniDFrQ%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=AVxigLJRYFfBG1w%2BpFKoNGJ4DSiwi9npooR3slVVoGPNybomyheuioD3i1XjcPXMxt5KwScRChZTtI08fM5%2FuUzT7eCqd84zZOgD6CxRixyYfMtm3glMz6xGDi0uelW3p%2FHowhUvx1FIJlQjIdwDUfhe1iM3TlMUpoHNZpaEWvq%2B&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=AVxigLJEkmOfdjo%2FSIY6SQLvkqLN%2FK%2Fj%2Ft3Fam%2BfNWyc15EGg%2BbQymO1I4mogARK8vUzQAjIAc6zyN5FkYaJ104Ig4k9k3xrF1uRIM8df9DxdwcDDh%2B2aHsci5zw%2B1sWSxlBxrcAtY7A8GFIt76muf%2B7jJ%2F5wO8N0kdCjcldX1kHZOD7TBVRCYLYWE%2Fctw%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=AVxigLKYO7bMa6Pq%2BV1C8E9TjffWMqXSafVAhh4ZpdiAml2Dh9s7Pu0jYbEf2SXP2xZuelj0H5T%2FSbinB%2FT%2FCWZV1W9DnnjG%2BhRjZ0xp3Sk31TADeLPA1Egr6tRGOvM0DN8cvQEfmRKmOHEkvvaLyimARn7a%2B6RVjBc3Pm25pdFotUBK02jPLyY3FoChgpFLCuFsDMaPq4jOtg%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=AVxigLL6URdrgnnTZ%2B%2FqYt3lvY5gWyZJduCQOveewUubUGIt%2FJNte3e0uwsr39vBJhyFh5pjbkyPFuH60nWHElJc7jW5%2FRYfHml%2FhzJYuS31OfqInDgJp8oWntQ3ZLkT739%2F5s5KPPrgOOlRiFV0LW3X37ze%2B7imAfWOmFQN2JvFyhwxuHV8JP6DGeCgSg%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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&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=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJjfFlviMVogBMa8%2Bj28MdNfnHDxAketZTirBcH32fafGAgTonkH2ALDkF7dCNrIDrTDNUg%2BhLJYcDEoAC2shKdL8cwwp5cXCkm%2FEuoPBXS2COs9QyeozKNF3KD%2BoANeTX0gHRiYAZov5xt9HNyJWXcOarVZTRJ7pIGXnphcObaUw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJUeIf1aB3%2FHRzeuL9fJr5%2F7rGLJdAZy%2BQ%2B%2BmtE4lU9OWCdi%2F6ka122woihtX4tTy%2BF%2BwIQuJ5UVD6eG%2FluAbi9%2FN3ryKDpomnd69u2w34kznjjmwfrObwLUjcBoTQEbz4rLCjPKmcJRKoU55kycIYHj9vH6hodO7GSKpiJMvPn&webInteractiveContentId=185823046841&portalId=8302174)

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Blogs

# Business Process Automation Software: the key to scalable efficiency

 Rory McNeil, 25 February 2025

Business Process Automation Software | Rayven

5:24

In today’s digital world, businesses must find ways to improve efficiency, reduce costs, and scale operations seamlessly. [Business process automation software](https://www.rayven.io/business-automation-software) (BPAS) enables companies to streamline workflows, eliminate manual tasks, and drive growth through intelligent automation. But with so many options available, how do you choose the right solution?

This guide explores what business process automation software is, how it’s used, who should be using it, and how AI-powered automation takes it to the next level. We’ll also discuss the importance of universal interoperability, simplicity, and cost-effectiveness. Let's get going...

## What is business process automation software?

Business process automation software is a technology that automates repetitive, time-consuming tasks within business operations.

By replacing manual processes with [workflow automation software](https://www.rayven.io/workflow-automation-software) solutions, companies can improve efficiency, reduce human error, and free up employees to focus on high-value work.

### Key benefits:

- Increased Productivity: Employees spend less time on repetitive tasks.
- Cost Reduction: Automating workflows reduces operational expenses.
- Improved Accuracy: Minimises human errors in data processing and reporting.
- Scalability: Supports business growth without adding complexity.
- Enhanced Decision-Making: Provides real-time data insights for better strategic planning.

---

**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>

---

## How is business process automation software used?

Automation software is used across industries and departments, from [small business automation](https://www.rayven.io/blog/small-business-automation) to [enterprise automation](https://www.rayven.io/blog/enterprise-automation). Here are some common use cases:

### [**1. Finance & Accounting**](https://www.rayven.io/rayven-finance-automation)

- Automated invoicing and payment processing
- Expense tracking and approval workflows
- Payroll automation with real-time reporting.

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

- AI-powered chatbots for instant customer responses
- CRM automation for lead management and follow-ups
- Automated email sequences for customer retention.

### [**3. HR**](https://www.rayven.io/hr-automation)

- Employee onboarding and training automation
- Time tracking and leave management
- Compliance monitoring and regulatory reporting.

### [**4. IT & Development**](https://www.rayven.io/ai-for-developers)

- Automated software deployment and testing
- Cloud infrastructure management
- Security monitoring and threat detection.

### [**5. Supply Chain & Logistics**](https://www.rayven.io/logistics-ai-supply-chain-intelligence)

- Inventory tracking and automatic reordering
- Logistics coordination and shipment tracking
- Supplier relationship management.

### [**6. ESG & Sustainability**](https://www.rayven.io/sustainability-esg-reporting-automation)

- Automated carbon footprint tracking and reporting
- Compliance with environmental regulations
- Supply chain sustainability monitoring.

## Who should use business process automation software?

Both SMBs and large enterprises can benefit from automation, but their needs differ:

- **SMBs** need an affordable, easy-to-use [**SMB automation**](https://www.rayven.io/blog/smb-automation) solution that requires no coding expertise.
- **Enterprises** require [**enterprise workflow automation**](https://www.rayven.io/blog/enterprise-workflow-automation) with AI-driven analytics and scalability.
- **Growing businesses** need flexible [**BPM tools**](https://www.rayven.io/blog/bpm-tools) and [**BPM solutions**](https://www.rayven.io/blog/bpm-solutions) that evolve with their needs.

## Taking automation to the next level with AI.

Traditional automation improves efficiency, but AI-powered automation brings intelligence and adaptability. AI-driven [intelligent process automation solutions](https://www.rayven.io/blog/intelligent-process-automation-solutions) learn from data, predict outcomes, and autonomously adjust workflows.

### AI-Powered Use Cases:

- Predictive analytics for supply chain optimisation.
- Automated customer segmentation for targeted marketing across all your channels and systems.
- Smart contract processing for legal and compliance automation.
- Predictive maintenance to predict breakdowns and optimise work.

## The importance of universal interoperability, simplicity & cost-effectiveness.

Choosing the right [business automation software](https://www.rayven.io/business-automation-software) requires evaluating key factors:

### **1. Universal Interoperability**

- Many [**software automation companies**](https://www.rayven.io/blog/software-automation-companies) create siloed solutions that limit flexibility.
- Rayven integrates with **any system, tool, or dataset** seamlessly.

### **2. Simplicity & No-Code Functionality**

- Many automation tools require IT expertise, limiting accessibility.
- Rayven offers a **no-code interface** that allows anyone to build custom workflows.

### **3. Cost-Effectiveness & Scalability**

- Some solutions charge high data processing fees, making them costly at scale.
- Rayven’s pricing model ensures **transparent, predictable costs** without penalties for growing data use.

## Why Rayven is the best business process automation software.

Rayven is designed to provide automation software that is simple, powerful, and accessible to businesses of all sizes. Unlike [automate automation software](https://www.rayven.io/blog/automate-automation-software) that locks users into rigid workflows, Rayven’s platform offers:

- Seamless Integrations: Works with any existing system.
- AI & Machine Learning: Automates intelligent decision-making.
- No-Code Customisation: Enables non-technical users to create workflows.
- Real-Time Data Insights: Delivers actionable analytics.
- Cost-Effective Scaling: Transparent pricing with no surprise costs.

## Get started with business process automation today.

Whether you're a small business looking to reduce manual workloads or an enterprise seeking advanced [business automation services](https://www.rayven.io/blog/business-automation-services), Rayven’s platform provides the perfect solution.

**Ready to automate your business? **[**Contact Rayven today**](https://www.rayven.io/business-automation-software)** and transform the way you work.**

#### 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

Rory McNeil

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### Explore further related content:

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

Blogs

## [Business Process Automation Examples: real-world use cases for SMBs](https://www.rayven.io/blog/business-process-automation-examples)

 Businesses today are under constant pressure to increase efficiency, reduce costs, and scale operations - all while delivering a seamless customer experience....[Read More](https://www.rayven.io/blog/business-process-automation-examples)

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

Blogs

## [Enterprise Automation: transforming business at scale](https://www.rayven.io/blog/enterprise-automation)

 Automation is no longer a competitive advantage - it’s a necessity. For enterprises, automating workflows, processes, and decision-making unlocks efficiency, reduces...[Read More](https://www.rayven.io/blog/enterprise-automation)

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

Blogs

## [Intelligent Workflow Automation: Streamline Business Operations](https://www.rayven.io/blog/intelligent-workflow-automation)

 Organisations seeking ways to improve efficiency, reduce costs, and stay competitive need look no further than evolving their approaches and adopting Intelligent...[Read More](https://www.rayven.io/blog/intelligent-workflow-automation)

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One of our data science, AI + IIoT specialists will contact you for a live one-on-one demonstration or to answer any questions.

<https://www.rayven.io>

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