---
title: SMB Automation | Scale Without the Enterprise Overhead | Rayven
description: Discover how SMB automation can help you to scale efficiently, add AI, reduce costs, enhance productivity & enable smarter decision-making without IT.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/The%20image%20depicts%20a%20modern%20office%20workspace%2c%20featuring%20a%20sleek%20desk%20with%20a%20hightech%20laptop%20open%2c%20displaying%20graphs%20and%20data%20analytics%20on%20the%20screen.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=AVxigLI8FNDg%2B4a9KiwhSIDyyyn6J88ztbd30dSUez200QE4RH%2Fd%2BAMP9s%2FS7bUySQsjGpY%2BqL54ieBiT3erNLCNmFD3WiKJyOjTehay2OC3BUMQg4HhSVr9Hhfq0kiaE6nWdm7PJQ%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=AVxigLI8FNDg%2B4a9KiwhSIDyyyn6J88ztbd30dSUez200QE4RH%2Fd%2BAMP9s%2FS7bUySQsjGpY%2BqL54ieBiT3erNLCNmFD3WiKJyOjTehay2OC3BUMQg4HhSVr9Hhfq0kiaE6nWdm7PJQ%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=AVxigLJDxA6Ci4pLQ7y%2FylvqZ0W6wPWEqx9d%2Bzw5g71OEPSMcfdHzH%2F5pH9o2d3wo4E18XTQ7EGumTh9VCLyFhMWHqofylkFZlb1N%2FR55YNEl0r7fi6GgOAQR3Imi2lXDTqnZ3173Q9S3ptZCrocsyBF3IU4cxH1BPr19tbAwZHspr7qeTzLfOjCC52UgACqB367EEG2N5eL9r2mbW%2FTM0iOJg%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=AVxigLJSQDJINmysp1ynjLsiCfOrQtRjFiA1MSRh1libAq%2Bc%2FsnA6CYsJVtccE9b3up0T3Q8S39E%2BXcIhcT%2Ff1RJWLokZQRsFWtfjf87d9tmqYDJqVjVBwvDHhTwz09%2FNADAPitVIjI5niSRZQgYhmtjWTlQhuhYLWzQkESDM5iek3e9OPYlC38REltXQ4oQtYaVxkhRYL5ia3vLXA%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=AVxigLLgay3h8fDlbly2Qd%2FKSgk8z0FnE5SnXcEBRCYQZSP45vDmEH9F0FOsCXMdbbKwhQ86KgmYSQfEyYKQXTG%2FElTavUrhdRSDymrpCtMvXgXSxDVP4ZnfKi7cPwdtqcSMTLS%2FnRBbVJ7KUsPCV2RQVPfCcCs8u3e%2F6XewYm1%2BDAvHGUvYcvJGCZnYLMqqj0qLswEnG9imJgYjsA%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=AVxigLIjFs9OIy%2B9HoInSTkkXBs4542Q%2F%2Fg119DtjLtXaGnyVNfTINukTnj%2FOjyyXaEsq%2Bdat%2F6h2LUBVlrbipm8AEZ9fOAgBqAKjivAK3MWmtA7Z8PQTW%2BBIiTg%2BVi%2FHX%2BDGKaR0d6Ovln9Crrv%2B8Od5gJZ7ddf%2FEP1Z%2FiYaEBeKlayDChE3U%2BMk9HYMoWgAp7M1UmU2LVDWlEkVtADQUvvS3I%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=AVxigLJDlp46oOuCBJogprC0FAOh7hEjXYUOcgbNH%2FZFTeSi5363CkCAM7ZivxPpM9ROU7yej1IkeXRDTmng%2BYW3UYniiihxs8DT6bdhOhwBIvzYyVgondfLVJYArYqRePix5NVhf898PlngSxS5Cxi%2B0s8eESANGMMaIYy3RFUE%2B%2FESx5bVUb2BrIcevl5DgcbHLoqUuZADFblNIqcAAgA%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=AVxigLJeVjwkUP4nw12%2FaJ8iSFvliEZWGI%2B8nfXEZylqK7fIjMyDYbd1XPcp7DSL9sqBC%2B6NTFLMEhzNpB4BJgHYGHJKud%2F2QrhSEH0rjmFqeYfvZAk%2FQKNw%2ByG9MeMyLsvyNzhsPPt0vXi1DhJhPX8FGWDw5aifpD1z8J4O46mugO3CYKuP3tBmIpKc7kNfq6ugW2YEUGijymD74SInmOvWWLE8kA%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=AVxigLJ7%2B6TNbFZ1fEYR4NByFvD8pPknHPobs390%2FdZsiAhsW%2FZlwBBQhFdvhitAwMMxzLIeOrmyfr%2FRxkeuyJNaZlo9KbMZ0JNhJIh4%2FsuR49pLvbkTyXFAiDoM8XXVolBuED%2BKS6Tt%2FytEERitNputAiWMbEwFZXYvaa9eB7goi2BnGy3kG65rQq1oGq2LX1VpdgI8LrlVJszeajdB5PnC%2Bhj%2FqXU%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=AVxigLJOeftu7sEB075xCsa9VEf8wcoxyaR4Htr1oeKdD2PNB1trU%2Fh%2B1y%2FOAS8BlutWUSg0ptzDXzxRADgXreo%2FQaKUuDtxwnmyBJptUwpH0G0YIZX%2BZAZHdEiMRLMIy7WtCti0ODOXrYfY6tgdqjoqi9ADWcrRlOFt%2FdpknK3IzG4BXXgjnSzVrxl5G9BEpC8ihvKZDmpso38f7x%2BYJqW2nIw%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=AVxigLLRtzphs8OQT9xc1fTc0hTJOOsyhcJw9R0ihbwj%2FUyJVk%2B0o0vnBZGNElRaHbPj%2FPvSXJbwBKHZZHqvt4XTtdoRcFAv%2FEd7cDMB3jWWouX%2FVR3ANck%2B2QO9TVvYihpblXWJa1SMWrOJhUKnwvVDyUgfbCIkmUjqs7JSDyhgHVvVt8Hz4DfVS4CPTh%2BtruvDY7mHy7ZvGAeILQ5nhuD9Ug%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=AVxigLJgUDp7PLUO%2FcJLanGeU90iFoUs1v7gDWRCruePkdPklRW7A7etCIkoHSh7ac39UTmDu1zf0l5zQ7m3Sxw76i9E9L%2BRcoDSWJ3IDGpVxcGrLTcYEgYNVi2BkheofiTCAUXlJ8sdUl9ru4%2Fepx3Dv1%2FJYsQsSTF%2F%2BkuZcdzND8Ry8pmnxyVDpdcvPdHQOXAGN7iWNGB2I2MLQj9ZMqhBgVO5LYPfcOaHYYcXlcS0P3kigQ%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=AVxigLK0rUrKFKdW1g%2FTn%2FlGl1KXeAn9WfB83zJLcV494jeX3NEp6be%2FJMOGtULrCjQ%2BpPzp%2FYvSQ%2BOIwVCkBZ%2FaHcQUayBAyjMbbJrU266GAeUSmIpHejWWOfvrCD8MzxT3agbFQL9OBDn94nuyByzE5nOkQ9lkXTegihP1JXbXcvwHj4acW6QjNAWiGZNzoy%2FPTMG%2F1AqhiZzEsj9Oj1QmRyos&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=AVxigLJ%2FtM50RMhFOVCIkvIZeMhNeWlRKrixz4LdA%2B8eV%2FjYUOXwcNcdE7NDFRBd0R23nEuh8JqCoIGluiWIWzIZDsQ3AqPQkwqfPvJ%2FOZVUerK4c6wv%2FtBRZSIESXhxkkBs%2F7HJ7sx0WAwlHzvl0MqTQd9pcDqagjYf7eL9BOfNQO6VCYAwBgFaNN%2F5OcCi7sz8TIHzfEru0cWL4b9b3%2Bm0ZsWE9g%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=AVxigLLKWT2Zb0JiROu0kQZpokbBTMzGtaO%2BltdAo0I1hozlaGqaX5oKMK5KQ4hnvp4d4NzYA1uE0ZIhll3liqVUTwiWTuCgWB7Z0wNKD5tBMV%2FKXLaQ1yQLo5lKAAV5GN5%2FRbNywnzan0YgOjX8tMe3CJnWUwa4eCHpihuJzzo4k6Z6URY3IuxNsBbicQ1T3JUJz9FEhvMx8iyxRgOudpPgM94SeSeBsd4%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=AVxigLJB0ImKwc0MXPnKXQR%2FrR1E3B0tMVvl%2F4NyDSUIrFFN4%2BAM5YLWFTNo7ui4p3xcqjkAz57qetvJVC5IMoS05cPOVTrC4p7MaH%2B1txIeFAxzgd1OTFNuajIPn7cv8GegiT1hMqoPAv9IErAdxtWNlQhJXzE3giTtlu2k4C2vupJKlR0yteWx0qoR%2BFPJ9KeRjMQlD7roURGCbW7KfltCrXU%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=AVxigLLeZENU6mmeFT5cKjp8VskWbuq%2B%2Fb8WKh8BSMBNx%2B5DtrdGZm0sC%2Br3%2BETUjA1wrkwVGpsJry9uaMAemuPJD6HAsOxKtjcFlVAA0xzY8nScgweovU1%2B14pcWxFASBveLtaevzU3XcIMwBD2sC8ZfLaI2RiYyV1MR8XdqY9WA6hVFgHe7n9JiHLZh4qYrSEYbqCoBoplcX1Lk8Y%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=AVxigLJyOzTvUX0Q7dWJ0DplH4QRlbm%2BF4cPtL0hYMEyg6w6%2BESfxs6lEJt2nSk1yH75Bh6ntXFyjST5ueX%2B1uP%2B1Vbst2CNnEAdU%2FUaeVBI8EK9trJNmTLDAdvPVjxleEtlNGGHKh4TeO0vzcbeoLSxg8%2BsS3Fv%2B15eQOHG5ROip7d4JAlbILC032bGqpUBDrGWFjxpsQ%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=AVxigLKJl%2F0dK6TFimyEKWjjiMm23GuA2aOq%2Bp3Y1sND8q1fLI7Bp8kcP4klTlwLHEUSdGMRTRXPKd8aZ1wVZvBBw8%2BLHLv4idtLc7z2o6GTsdP3W%2FGYAvoGdbOn8vi7HFTsVC%2FVW6Wjc6kCfr%2Fu29Uglb5ua1LK4OUoiM0fhmLqYQsNklNLeGEFeeKhpl0FM4ejufcB&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=AVxigLLWfdqHfp9mEeyndFVdKScmfeoic4hYrRniaZ1tt4eCf%2F8fWgoAoRrTGCzMGBtV4v1wajS7Yw0ogsnsq7MIgtzWH207%2BYoDUcQpH7CWlls5pGvsMM2gcp4esACCMVsoPACxnfTK2WasCmIFI8pIEABYd7rOsxYa3sM2jvUTdfI1jmlT8mQ4eHQJV7hjbYXroEejQVzX3N9L%2BQ%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=AVxigLKJHI7BsVPoh5Qcsz2pW1kx5z2G4jHYWOKIWVmnqURJztGd5uEMwYjUQE2Zp5uwbu%2BFSuqEPMuCk4VeADE%2BdfUChvDTa7itWIGN2HS5XGCWNq%2FskqoRyozOO39BJELUgkffaIp9Y963ahXf8jB3AzTcIBV%2BU1ixJaL%2B1avS3KaARmXRc3MDGVKntPFOGVKPlhN4nWi4m%2FbPmwiFXTLba8%2FFfoLgwUM%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=AVxigLLa%2FgJt5QnlbHtfeEvx1w%2BCfXFseiwCbi%2BDFIS1rE1DDnjFGwf0Z77Gh8HZVajTDLYqzDFGuP%2FQyR3iY03Bu%2F7u6uWBxbEBf4UjNCbAWMhDtw2VImPZF55LLgno80T9fQGnq9Pj27xZXh%2F%2FVhHv1PpMAaLf1QKn0Drr9d95dIMxIAa8aMykj4Mnskx8cuTzprgNjj8KOvibRxmAZOabkQo%2FJ8%2Bit1yrm4U%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=AVxigLKbaujXxnns7Ew961qfKEMTJDsOcADMbyLx0ny6kEGI1TshXhtaJwc7m7j9sEEJH3JUzZMp1KPxmN3DwfyvpoHBB6tUIpgfVCleEWCgnWa6gm6%2B233fIZoa96QDYCDKE4EdudpnxY38h6dkw9NEglQ8r4abS5DbXYQc3epRZCvUymJH0tc3ApGkI4xjDoObO%2B3zghuA%2BL84D4tj20cNZiTem0JFGx4%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=AVxigLLWfdqHfp9mEeyndFVdKScmfeoic4hYrRniaZ1tt4eCf%2F8fWgoAoRrTGCzMGBtV4v1wajS7Yw0ogsnsq7MIgtzWH207%2BYoDUcQpH7CWlls5pGvsMM2gcp4esACCMVsoPACxnfTK2WasCmIFI8pIEABYd7rOsxYa3sM2jvUTdfI1jmlT8mQ4eHQJV7hjbYXroEejQVzX3N9L%2BQ%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=AVxigLK3IOscMfDuUCXJUqYU3L2xJAzueiT79iSssEzCZ2c4aAnMvtUGTP1XTc3WaW0LijugEN%2Fk38emZEU3CX3WESa3xcy287vznISV8aF7qkmPT9Kin2gEiPl88Hbj5A%2FMIXw0%2BaVmH1%2BsSzsijqaM4VFW1avr2H9zRbmE6Cc4UJKJUq6%2BBBKvoLmLSUZmkfcxoRLUQSPNQnpMtBacnqI%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=AVxigLIxYHiXBSPi7II%2FFkh228B836zmJdSWd%2BICyCwcAn1rhChCOO9bqYTtDb1zLksOZjs%2F0C1NXTJ2ENfyGqHCLSiRTSBzYWELb85nrYhiq5k%2FE38mwz%2Fw%2FpTFXt3pYSLCoH7NYCbG%2FdzYSDgR0eJRtgN%2F5ALytQGnvC5yeGLvkGloRA%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=AVxigLJkSiPGN9l2aD1mlPdIU9KKhswOzrG3CZmT7H4GgP43JPUxH5g8YNLJ%2BbEaDRf4LlL7OEoLzFNX%2BiYFeMTZKBPOJC7FODb7prDDtf7sD721rfHurleTJYKFmr8XDJHGbN1%2F6hki5Wr1FiDJj4upjENSupRm5xYNvchUDlPmsSSGMLIgly8w4XJhg5S5ug%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=AVxigLJFXwitngYB27jZWGXxTScIyOQVz2F3%2FmFiax%2F0NFSgXX1%2FT4JjEg%2FPblQoEr9Jd6qVzFajDHm9Mk1nWFonZ6h%2BWTXkgFhaEz4yluH7xyoXa%2FinV0zy%2B3%2BUesrsIYDCUeAvTzJwok3NepsxMdm53p8SYmIbym1r8jMfZSeH&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=AVxigLL0%2BAHaNPDjp3uBWa6DS3ggYUkC3Tpi66ml%2FyREcBYd%2FGsHSv5qSCBPyY3NQnPgTiKBprcV5gLOO%2Fh2mknBOzoxoO98KBR4j3kRg%2BGreM2Z8AQ%2BAmkkzdE0OX44YVHSUTAodNMVC2p78FIa4FRfausBs%2FmU8VEB32TPtZfK57r7DwLbEDgnYI5uTw%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=AVxigLJkMOMF38RUFMuZfD6ute4tXnMZqjSk60IHFqpioRg7OMCJi0ysXddTcNa0U2RI7wAAW6U3i3D0ISkF64sYZWTrJ29Y%2FybF9pY%2B6dC%2FVAdOxsjTVj6G3JhFD2myA3hN5HYI0RBVI8X2zSgHNCI0kxjh9ujJ8jHtu9rAcfzu2xp%2FOb%2FAIK2EInOQA2ZBSn1BIunQDKBf4w%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=AVxigLL2M63fIAw3emvUoP9W7Zk00cTswW0z15goxtvVuy4GLQENUwRJQJiiUvYHVpVZDbEA3HY%2FCxQhrztOiNO9ae6p4MHqi1EU3bO7fsUyhI3HwmDRpRO%2FxdfAWDH6hFT9uzLRMOdoYUlPNkWs%2FieMjh8xC4bXjem2m5bB29HyyO8edeYiOPdjJdANTQ%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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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We Partner With

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

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

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

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Library

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

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

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

Our Company

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

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

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

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

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLIWF6w7dwhfm2v70layCdnA4RAfkmPQ4t7Lt%2FdL%2BgQoQ5ZlX0grP5%2BEqRQLlPCqODkLIrtjyfhyAi3%2Fyee9IOm6c0zYiXv8wCK9FqRBgy25FH35XEAu1B4tA22N9ZrPOr5cs1eut9nvg1L91OEJHAFV36%2BSJh9skQVlHrZXi7JXzjr5NrHjKREkY3B%2FaNOkiw%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=AVxigLI8FNDg%2B4a9KiwhSIDyyyn6J88ztbd30dSUez200QE4RH%2Fd%2BAMP9s%2FS7bUySQsjGpY%2BqL54ieBiT3erNLCNmFD3WiKJyOjTehay2OC3BUMQg4HhSVr9Hhfq0kiaE6nWdm7PJQ%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=AVxigLI8FNDg%2B4a9KiwhSIDyyyn6J88ztbd30dSUez200QE4RH%2Fd%2BAMP9s%2FS7bUySQsjGpY%2BqL54ieBiT3erNLCNmFD3WiKJyOjTehay2OC3BUMQg4HhSVr9Hhfq0kiaE6nWdm7PJQ%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=AVxigLJDxA6Ci4pLQ7y%2FylvqZ0W6wPWEqx9d%2Bzw5g71OEPSMcfdHzH%2F5pH9o2d3wo4E18XTQ7EGumTh9VCLyFhMWHqofylkFZlb1N%2FR55YNEl0r7fi6GgOAQR3Imi2lXDTqnZ3173Q9S3ptZCrocsyBF3IU4cxH1BPr19tbAwZHspr7qeTzLfOjCC52UgACqB367EEG2N5eL9r2mbW%2FTM0iOJg%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=AVxigLJSQDJINmysp1ynjLsiCfOrQtRjFiA1MSRh1libAq%2Bc%2FsnA6CYsJVtccE9b3up0T3Q8S39E%2BXcIhcT%2Ff1RJWLokZQRsFWtfjf87d9tmqYDJqVjVBwvDHhTwz09%2FNADAPitVIjI5niSRZQgYhmtjWTlQhuhYLWzQkESDM5iek3e9OPYlC38REltXQ4oQtYaVxkhRYL5ia3vLXA%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=AVxigLLgay3h8fDlbly2Qd%2FKSgk8z0FnE5SnXcEBRCYQZSP45vDmEH9F0FOsCXMdbbKwhQ86KgmYSQfEyYKQXTG%2FElTavUrhdRSDymrpCtMvXgXSxDVP4ZnfKi7cPwdtqcSMTLS%2FnRBbVJ7KUsPCV2RQVPfCcCs8u3e%2F6XewYm1%2BDAvHGUvYcvJGCZnYLMqqj0qLswEnG9imJgYjsA%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=AVxigLIjFs9OIy%2B9HoInSTkkXBs4542Q%2F%2Fg119DtjLtXaGnyVNfTINukTnj%2FOjyyXaEsq%2Bdat%2F6h2LUBVlrbipm8AEZ9fOAgBqAKjivAK3MWmtA7Z8PQTW%2BBIiTg%2BVi%2FHX%2BDGKaR0d6Ovln9Crrv%2B8Od5gJZ7ddf%2FEP1Z%2FiYaEBeKlayDChE3U%2BMk9HYMoWgAp7M1UmU2LVDWlEkVtADQUvvS3I%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=AVxigLJDlp46oOuCBJogprC0FAOh7hEjXYUOcgbNH%2FZFTeSi5363CkCAM7ZivxPpM9ROU7yej1IkeXRDTmng%2BYW3UYniiihxs8DT6bdhOhwBIvzYyVgondfLVJYArYqRePix5NVhf898PlngSxS5Cxi%2B0s8eESANGMMaIYy3RFUE%2B%2FESx5bVUb2BrIcevl5DgcbHLoqUuZADFblNIqcAAgA%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=AVxigLJeVjwkUP4nw12%2FaJ8iSFvliEZWGI%2B8nfXEZylqK7fIjMyDYbd1XPcp7DSL9sqBC%2B6NTFLMEhzNpB4BJgHYGHJKud%2F2QrhSEH0rjmFqeYfvZAk%2FQKNw%2ByG9MeMyLsvyNzhsPPt0vXi1DhJhPX8FGWDw5aifpD1z8J4O46mugO3CYKuP3tBmIpKc7kNfq6ugW2YEUGijymD74SInmOvWWLE8kA%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=AVxigLJ7%2B6TNbFZ1fEYR4NByFvD8pPknHPobs390%2FdZsiAhsW%2FZlwBBQhFdvhitAwMMxzLIeOrmyfr%2FRxkeuyJNaZlo9KbMZ0JNhJIh4%2FsuR49pLvbkTyXFAiDoM8XXVolBuED%2BKS6Tt%2FytEERitNputAiWMbEwFZXYvaa9eB7goi2BnGy3kG65rQq1oGq2LX1VpdgI8LrlVJszeajdB5PnC%2Bhj%2FqXU%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=AVxigLJOeftu7sEB075xCsa9VEf8wcoxyaR4Htr1oeKdD2PNB1trU%2Fh%2B1y%2FOAS8BlutWUSg0ptzDXzxRADgXreo%2FQaKUuDtxwnmyBJptUwpH0G0YIZX%2BZAZHdEiMRLMIy7WtCti0ODOXrYfY6tgdqjoqi9ADWcrRlOFt%2FdpknK3IzG4BXXgjnSzVrxl5G9BEpC8ihvKZDmpso38f7x%2BYJqW2nIw%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=AVxigLLRtzphs8OQT9xc1fTc0hTJOOsyhcJw9R0ihbwj%2FUyJVk%2B0o0vnBZGNElRaHbPj%2FPvSXJbwBKHZZHqvt4XTtdoRcFAv%2FEd7cDMB3jWWouX%2FVR3ANck%2B2QO9TVvYihpblXWJa1SMWrOJhUKnwvVDyUgfbCIkmUjqs7JSDyhgHVvVt8Hz4DfVS4CPTh%2BtruvDY7mHy7ZvGAeILQ5nhuD9Ug%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=AVxigLJgUDp7PLUO%2FcJLanGeU90iFoUs1v7gDWRCruePkdPklRW7A7etCIkoHSh7ac39UTmDu1zf0l5zQ7m3Sxw76i9E9L%2BRcoDSWJ3IDGpVxcGrLTcYEgYNVi2BkheofiTCAUXlJ8sdUl9ru4%2Fepx3Dv1%2FJYsQsSTF%2F%2BkuZcdzND8Ry8pmnxyVDpdcvPdHQOXAGN7iWNGB2I2MLQj9ZMqhBgVO5LYPfcOaHYYcXlcS0P3kigQ%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=AVxigLK0rUrKFKdW1g%2FTn%2FlGl1KXeAn9WfB83zJLcV494jeX3NEp6be%2FJMOGtULrCjQ%2BpPzp%2FYvSQ%2BOIwVCkBZ%2FaHcQUayBAyjMbbJrU266GAeUSmIpHejWWOfvrCD8MzxT3agbFQL9OBDn94nuyByzE5nOkQ9lkXTegihP1JXbXcvwHj4acW6QjNAWiGZNzoy%2FPTMG%2F1AqhiZzEsj9Oj1QmRyos&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=AVxigLJ%2FtM50RMhFOVCIkvIZeMhNeWlRKrixz4LdA%2B8eV%2FjYUOXwcNcdE7NDFRBd0R23nEuh8JqCoIGluiWIWzIZDsQ3AqPQkwqfPvJ%2FOZVUerK4c6wv%2FtBRZSIESXhxkkBs%2F7HJ7sx0WAwlHzvl0MqTQd9pcDqagjYf7eL9BOfNQO6VCYAwBgFaNN%2F5OcCi7sz8TIHzfEru0cWL4b9b3%2Bm0ZsWE9g%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=AVxigLLKWT2Zb0JiROu0kQZpokbBTMzGtaO%2BltdAo0I1hozlaGqaX5oKMK5KQ4hnvp4d4NzYA1uE0ZIhll3liqVUTwiWTuCgWB7Z0wNKD5tBMV%2FKXLaQ1yQLo5lKAAV5GN5%2FRbNywnzan0YgOjX8tMe3CJnWUwa4eCHpihuJzzo4k6Z6URY3IuxNsBbicQ1T3JUJz9FEhvMx8iyxRgOudpPgM94SeSeBsd4%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=AVxigLJB0ImKwc0MXPnKXQR%2FrR1E3B0tMVvl%2F4NyDSUIrFFN4%2BAM5YLWFTNo7ui4p3xcqjkAz57qetvJVC5IMoS05cPOVTrC4p7MaH%2B1txIeFAxzgd1OTFNuajIPn7cv8GegiT1hMqoPAv9IErAdxtWNlQhJXzE3giTtlu2k4C2vupJKlR0yteWx0qoR%2BFPJ9KeRjMQlD7roURGCbW7KfltCrXU%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=AVxigLLeZENU6mmeFT5cKjp8VskWbuq%2B%2Fb8WKh8BSMBNx%2B5DtrdGZm0sC%2Br3%2BETUjA1wrkwVGpsJry9uaMAemuPJD6HAsOxKtjcFlVAA0xzY8nScgweovU1%2B14pcWxFASBveLtaevzU3XcIMwBD2sC8ZfLaI2RiYyV1MR8XdqY9WA6hVFgHe7n9JiHLZh4qYrSEYbqCoBoplcX1Lk8Y%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=AVxigLJyOzTvUX0Q7dWJ0DplH4QRlbm%2BF4cPtL0hYMEyg6w6%2BESfxs6lEJt2nSk1yH75Bh6ntXFyjST5ueX%2B1uP%2B1Vbst2CNnEAdU%2FUaeVBI8EK9trJNmTLDAdvPVjxleEtlNGGHKh4TeO0vzcbeoLSxg8%2BsS3Fv%2B15eQOHG5ROip7d4JAlbILC032bGqpUBDrGWFjxpsQ%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=AVxigLKJl%2F0dK6TFimyEKWjjiMm23GuA2aOq%2Bp3Y1sND8q1fLI7Bp8kcP4klTlwLHEUSdGMRTRXPKd8aZ1wVZvBBw8%2BLHLv4idtLc7z2o6GTsdP3W%2FGYAvoGdbOn8vi7HFTsVC%2FVW6Wjc6kCfr%2Fu29Uglb5ua1LK4OUoiM0fhmLqYQsNklNLeGEFeeKhpl0FM4ejufcB&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=AVxigLLWfdqHfp9mEeyndFVdKScmfeoic4hYrRniaZ1tt4eCf%2F8fWgoAoRrTGCzMGBtV4v1wajS7Yw0ogsnsq7MIgtzWH207%2BYoDUcQpH7CWlls5pGvsMM2gcp4esACCMVsoPACxnfTK2WasCmIFI8pIEABYd7rOsxYa3sM2jvUTdfI1jmlT8mQ4eHQJV7hjbYXroEejQVzX3N9L%2BQ%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=AVxigLKJHI7BsVPoh5Qcsz2pW1kx5z2G4jHYWOKIWVmnqURJztGd5uEMwYjUQE2Zp5uwbu%2BFSuqEPMuCk4VeADE%2BdfUChvDTa7itWIGN2HS5XGCWNq%2FskqoRyozOO39BJELUgkffaIp9Y963ahXf8jB3AzTcIBV%2BU1ixJaL%2B1avS3KaARmXRc3MDGVKntPFOGVKPlhN4nWi4m%2FbPmwiFXTLba8%2FFfoLgwUM%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=AVxigLLa%2FgJt5QnlbHtfeEvx1w%2BCfXFseiwCbi%2BDFIS1rE1DDnjFGwf0Z77Gh8HZVajTDLYqzDFGuP%2FQyR3iY03Bu%2F7u6uWBxbEBf4UjNCbAWMhDtw2VImPZF55LLgno80T9fQGnq9Pj27xZXh%2F%2FVhHv1PpMAaLf1QKn0Drr9d95dIMxIAa8aMykj4Mnskx8cuTzprgNjj8KOvibRxmAZOabkQo%2FJ8%2Bit1yrm4U%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=AVxigLKbaujXxnns7Ew961qfKEMTJDsOcADMbyLx0ny6kEGI1TshXhtaJwc7m7j9sEEJH3JUzZMp1KPxmN3DwfyvpoHBB6tUIpgfVCleEWCgnWa6gm6%2B233fIZoa96QDYCDKE4EdudpnxY38h6dkw9NEglQ8r4abS5DbXYQc3epRZCvUymJH0tc3ApGkI4xjDoObO%2B3zghuA%2BL84D4tj20cNZiTem0JFGx4%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=AVxigLLWfdqHfp9mEeyndFVdKScmfeoic4hYrRniaZ1tt4eCf%2F8fWgoAoRrTGCzMGBtV4v1wajS7Yw0ogsnsq7MIgtzWH207%2BYoDUcQpH7CWlls5pGvsMM2gcp4esACCMVsoPACxnfTK2WasCmIFI8pIEABYd7rOsxYa3sM2jvUTdfI1jmlT8mQ4eHQJV7hjbYXroEejQVzX3N9L%2BQ%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=AVxigLK3IOscMfDuUCXJUqYU3L2xJAzueiT79iSssEzCZ2c4aAnMvtUGTP1XTc3WaW0LijugEN%2Fk38emZEU3CX3WESa3xcy287vznISV8aF7qkmPT9Kin2gEiPl88Hbj5A%2FMIXw0%2BaVmH1%2BsSzsijqaM4VFW1avr2H9zRbmE6Cc4UJKJUq6%2BBBKvoLmLSUZmkfcxoRLUQSPNQnpMtBacnqI%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=AVxigLIxYHiXBSPi7II%2FFkh228B836zmJdSWd%2BICyCwcAn1rhChCOO9bqYTtDb1zLksOZjs%2F0C1NXTJ2ENfyGqHCLSiRTSBzYWELb85nrYhiq5k%2FE38mwz%2Fw%2FpTFXt3pYSLCoH7NYCbG%2FdzYSDgR0eJRtgN%2F5ALytQGnvC5yeGLvkGloRA%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=AVxigLJkSiPGN9l2aD1mlPdIU9KKhswOzrG3CZmT7H4GgP43JPUxH5g8YNLJ%2BbEaDRf4LlL7OEoLzFNX%2BiYFeMTZKBPOJC7FODb7prDDtf7sD721rfHurleTJYKFmr8XDJHGbN1%2F6hki5Wr1FiDJj4upjENSupRm5xYNvchUDlPmsSSGMLIgly8w4XJhg5S5ug%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=AVxigLJFXwitngYB27jZWGXxTScIyOQVz2F3%2FmFiax%2F0NFSgXX1%2FT4JjEg%2FPblQoEr9Jd6qVzFajDHm9Mk1nWFonZ6h%2BWTXkgFhaEz4yluH7xyoXa%2FinV0zy%2B3%2BUesrsIYDCUeAvTzJwok3NepsxMdm53p8SYmIbym1r8jMfZSeH&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=AVxigLL0%2BAHaNPDjp3uBWa6DS3ggYUkC3Tpi66ml%2FyREcBYd%2FGsHSv5qSCBPyY3NQnPgTiKBprcV5gLOO%2Fh2mknBOzoxoO98KBR4j3kRg%2BGreM2Z8AQ%2BAmkkzdE0OX44YVHSUTAodNMVC2p78FIa4FRfausBs%2FmU8VEB32TPtZfK57r7DwLbEDgnYI5uTw%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=AVxigLJkMOMF38RUFMuZfD6ute4tXnMZqjSk60IHFqpioRg7OMCJi0ysXddTcNa0U2RI7wAAW6U3i3D0ISkF64sYZWTrJ29Y%2FybF9pY%2B6dC%2FVAdOxsjTVj6G3JhFD2myA3hN5HYI0RBVI8X2zSgHNCI0kxjh9ujJ8jHtu9rAcfzu2xp%2FOb%2FAIK2EInOQA2ZBSn1BIunQDKBf4w%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=AVxigLL2M63fIAw3emvUoP9W7Zk00cTswW0z15goxtvVuy4GLQENUwRJQJiiUvYHVpVZDbEA3HY%2FCxQhrztOiNO9ae6p4MHqi1EU3bO7fsUyhI3HwmDRpRO%2FxdfAWDH6hFT9uzLRMOdoYUlPNkWs%2FieMjh8xC4bXjem2m5bB29HyyO8edeYiOPdjJdANTQ%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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

[![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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

### Overview

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

**

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

**

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

**

[![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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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### 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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

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

**

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

**

[![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=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJaTwYk6BcU1dMvlKFAsDKV3QI9Fy3FKW8K1%2B9035ZLwtDcStM9Gy9yxnhHvOT2MGNQq8t3TIcyUAXbMyqY8qQBKhLZOuW8Bg%2BQQH7XjXQ8WguRpGiow4M9zXRBkqaqp66wYWhdkyxT6G6Y8oBvsowqcnJquvONwblmvApdGDih&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLyHrbg9ynmHHt8eb4as4Htf6uiOdtpZS7kQz0O8UXBcGYJ1SliJJwYEqRGbIU%2FDN6Csy0HhIeLKjQdbR5mTfBSFNXZOW6S440n8nIFCac2YJ1ssU3LsqnHIPT3cTBAfT7a9fSTii%2F9mcEPPh6bGFyshRYZ7%2BeEodXL%2B5klWWUQhw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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

**

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIWF6w7dwhfm2v70layCdnA4RAfkmPQ4t7Lt%2FdL%2BgQoQ5ZlX0grP5%2BEqRQLlPCqODkLIrtjyfhyAi3%2Fyee9IOm6c0zYiXv8wCK9FqRBgy25FH35XEAu1B4tA22N9ZrPOr5cs1eut9nvg1L91OEJHAFV36%2BSJh9skQVlHrZXi7JXzjr5NrHjKREkY3B%2FaNOkiw%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

Blogs

# SMB Automation: how businesses can scale with smart workflows

 Jared Oken, 26 February 2025

SMB Automation | Scale Without the Enterprise Overhead | Rayven

6:53

Small and medium-sized businesses (SMBs) face unique challenges when it comes to growth and efficiency. With limited resources and smaller IT teams, implementing SMB automation is essential for scaling operations without increasing overheads or complexity.

This guide explores what SMB automation is, how it benefits businesses, key use cases, and why no-code, AI-powered solutions provide the best path forward.

## **What is SMB Automation?**

SMB automation refers to the use of business automation software to replace manual, repetitive tasks with intelligent, streamlined workflows. Unlike large enterprises that may have dedicated automation teams, SMBs need affordable, easy-to-use solutions that don’t require extensive IT expertise.

Unlike standalone [workflow automation software](https://www.rayven.io/workflow-automation-software) that only handles basic tasks, SMB automation connects multiple systems, automates entire workflows, and lays the foundation for AI-driven efficiency.

---

**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>

---

## **What can SMB Automation do?**

### **1. Reduce Operational Costs & Boost Productivity.**

- Automates time-consuming tasks, freeing up employees for higher-value work.
- Reduces human error and increases process efficiency.
- Speeds up approvals, reporting, and data entry without manual intervention.

### **2. Improve Customer & Employee Experience.**

- Uses AI-driven automation to enhance customer support and service workflows.
- Streamlines onboarding, HR, and payroll processes for employees.
- Customer feedback collection and sentiment analysis to refine service strategies.
- Automates order management and inventory tracking for smoother operations.

### **3. Enable Data-Driven Decision-Making in Real-Time.**

- Gathers and processes data from multiple sources instantly.
- Provides AI-powered insights into sales, operations, and finances.
- Enables real-time performance tracking and anomaly detection to mitigate risks.
- Helps businesses forecast demand, manage risks, and optimise resources.

### **4. Build a Foundation for AI-Powered Growth.**

- Automates data collection, reporting, and compliance tasks.
- Enables AI-powered recommendations to improve workflows continuously.
- Allows SMBs to develop no-code, custom apps that streamline operations.

## **Real-world examples of SMB Automation.**

### **Sales & Customer Service:**

- [AI agents](https://www.rayven.io/ai-agents) handle inquiries 24/7, improving response times.
- Automated lead qualification and follow-ups boost conversion rates.
- CRM automation ensures consistent customer engagement.

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

- Automated invoicing and payment processing reduce manual workload.
- AI-powered fraud detection minimises financial risks.
- Smart expense tracking streamlines approvals and reporting.

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

- Automated employee onboarding reduces paperwork and admin work.
- AI-powered payroll automation ensures accuracy and compliance.
- Self-service HR portals enhance employee experience.

### **[IT & Cybersecurity](https://www.rayven.io/cios):**

- Automated system monitoring detects and resolves security threats.
- AI-driven incident response improves cybersecurity management.
- Intelligent IT support bots reduce internal helpdesk workloads.

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

- AI-powered demand forecasting optimises stock levels and reduces waste.
- Automated order tracking and logistics management improves delivery accuracy.
- Intelligent routing and fleet management reduce fuel consumption and costs.

For more automation examples, check out [business process automation examples](https://www.rayven.io/blog/business-process-automation-examples).

 

## **SMB Automation is the first step to AI & no-code custom apps - built by anyone in hours.**

Once SMBs automate their workflows, they can expand automation capabilities by integrating AI agents and developing no-code applications. 

### **1. AI-Powered Automation for Smarter Decision-Making.**

With Rayven’s[ AI Agents](https://www.rayven.io/ai-agents), SMBs can:

- Get real-time insights on sales, cash flow, and customer behaviour.
- Receive AI-driven recommendations to optimise marketing, inventory, and pricing.
- Automate predictive analytics to enhance business planning.

### **2. Build No-Code, Drag-and-Drop Custom Apps.**

- Create custom automation workflows without coding skills.
- Integrate AI-driven insights into daily operations.
- Adapt automation solutions as the business scales and evolves.

### **3. Achieve Universal System Integration & End Data Silos.**

- Connect existing tools (CRMs, ERPs, accounting software) seamlessly.
- Automate data transfers between sales, finance, and operations.
- Eliminate manual reporting and fragmented information.

## **What to look for in SMB Automation Software.**

Unlike enterprises, SMBs need automation software that is affordable, simple to implement, and scalable. Key factors to consider include:

- **Affordability Without Hidden Costs: **No excessive fees for data processing or integrations. Scalable pricing that grows with your business.
- **Ease of Use & No IT Required:** No-code or low-code functionality for non-technical users. Pre-built automation templates to accelerate setup.
- **AI & Real-Time Data Insights: **AI-driven automation that adapts and improves workflows over time. Real-time analytics for faster, more accurate decision-making. Predictive modelling to anticipate future trends and operational bottlenecks. 

For more details, explore [business automation services](https://www.rayven.io/blog/business-automation-services) or our guide to [software automation companies](https://www.rayven.io/blog/software-automation-companies). 

## **Why Rayven is the best choice for SMB Automation.**

Many [software automation companies](https://www.rayven.io/blog/software-automation-companies) provide automation, but Rayven is built specifically for SMBs looking for affordability, flexibility, and AI-powered efficiency.

### **1. No-Code, AI-Powered Workflow Automation.**

Easy-to-use, no coding required - perfect for SMBs with small IT teams. AI continuously optimises and refines workflows for better efficiency.

### **2. Seamless Integration with Existing Systems.**

Works with all major CRMs, ERPs, and business tools. Eliminates data silos and manual data entry. Can integrate to *anything*.

### **3. Affordable & Scalable Pricing.**

Predictable pricing with no hidden data processing costs. Flexible plans that scale as your business grows.

### **4. Expert Support & Customisation.**

Our team provides ongoing guidance and tailored automation strategies. Helps SMBs develop custom AI-driven apps without technical expertise.

If you’re looking for a scalable, AI-powered, and cost-effective automation platform, [Rayven](https://www.rayven.io/) is the answer.

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

 

*For more insights, check out:*

- [Business automation software](https://www.rayven.io/business-automation-software) to see how automation works.
- [Enterprise workflow automation](https://www.rayven.io/blog/enterprise-workflow-automation) for automation at scale.
- [Contact Rayven](https://www.rayven.io/business-automation-software) to start your automation journey today.

 

 

 

#### Tags

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

#### Author

Jared Oken

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### Explore further related content:

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

Blogs

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

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

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

Blogs

## [Small Business Automation: how to do more with less and scale smarter](https://www.rayven.io/blog/small-business-automation)

 Automation isn't just for big enterprises. Small businesses, too, can streamline operations, boost productivity, and scale efficiently using automation tools.[Read More](https://www.rayven.io/blog/small-business-automation)

## See Rayven in action

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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