---
title: "eBook: The New Rules of Operational Software - Download Now | Rayven"
description: Discover why industrial + asset-rich organisations are moving beyond legacy platforms to adopt 'Over-the-Top' approaches that deliver better, faster + smarter systems.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brochures%20+%20Assets/011%20-%20New%20Rules%20of%20Op%20Software%20Mar-26/Front%20-%20The%20New%20Rules%20of%20Operational%20Software%20600%20-%20WebP.webp
---

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

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[ 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)

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[![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=AVxigLKvwyRy2OE8zTLND2801cUnyIzDhbyVvckC1oia77kg8cJdSRxpO4mWES7YFRAVtazsICFolagh1obt8hCopCup%2FBgBlndHOfoxmIKAVh3z9eB0cMdabYrpV%2BTEomCJZDy6eA%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=AVxigLKvwyRy2OE8zTLND2801cUnyIzDhbyVvckC1oia77kg8cJdSRxpO4mWES7YFRAVtazsICFolagh1obt8hCopCup%2FBgBlndHOfoxmIKAVh3z9eB0cMdabYrpV%2BTEomCJZDy6eA%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=AVxigLIGHlYx1q7yPyZdYq3%2BocYrudPcFsEZNVWkDfbTBYbdsl7RGKVVb%2FREBV0LXWfYggKCn7oDWZSHMCJOOQDYciyBKPEaw85khn8tjHoO%2Fb16UF%2BXH8tpGsIW8kQ7tK5h04JEQ0R1TXM%2B6jqroRE5GQhkDZYM7YarLrpJfvr4qdE23GQGu6f9m9yLUNpJ6DkwqpaHnbolXDDL0hAOulzaYQ%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=AVxigLL8%2BeI3lmtoudQyZJcV9hz9hAF5%2FcldMcXi6bF4MXbgI00k9fJ9Xiv13SNsfZNKMeHDaCjWrB0m147sy%2BWWi5hDE3etfRygQLVJCjxhOEm2oJ%2BJlFXiRPuHAzETNgze4AUD9PaXi%2FnF1EzZVVIek7VFBz5QB0WS1cLCh%2FuwoOWannfdarJWQ%2BOEQTGeUCmavTzENgwEad4WRA%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=AVxigLKe7S5BqfVDUDDMDdq6eo0C2xBdOOTeRhxqh7DPOp5IsPUKm1bvan99%2B3quk8w0TrIGEZEYHxWzT6KCfpG%2FVfRhjRNPT%2BbIhlyg5A7ljAbr%2BFUzZX5XRLLRmGNOLWLFnLol7lu97eMYGzxYbYpXaHLZe5baN46rlayce7PAbUF3q%2BLgxXjJHAx%2Fl5x6n9JA552HWfMxyZbaAA%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=AVxigLL5URyU48aK%2BgjCocpQdtAN24mW%2F%2Fp8gf0ZXt%2BWAxZ1h0WpUXRnFQ59xgDZYJfMi9cjtkqonu8%2FOmkB8%2FbT9m8eJk%2F81MinYmXbBj3AXX33mRw9aJPnUNP7Ng2d%2BIekXF1TSRj3cFI2C1jtlogB5QWX8%2FzECCebNcI18swM5ZAOmDjD1NCeWMVc6aShXFuxgzEC4Q6j%2FdZVAO1lPP7ozus%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=AVxigLLlqUW6KIscywhx6%2FUl5oebTXVfspdP%2BkAR8fP%2FV5O5tBYHR1o%2BXnaplP4NOnb9znsnRaAm7yMwV1l5Y2Rt24idezuwLe9R8U6lfwUZfPpn9SfOmcbk%2BI9Dd%2B7tr5uAtOpjvRaeyRZxEA48rZpM8IPb7pQhGljZTn4of86kyMfLyvXCh9oAM9IV9iCwzIAoEcAtSc%2BBCUp%2BcWzFB5M%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=AVxigLJQzNOXbVAp6eq%2F1M177zG8n%2Bi11MqbDW2F2rUBjzwm7gB%2B5acb%2FzeCWb%2FzyuXYXceO46739%2Bk%2BfWGzYbxptkrJ5AXSy8AzlY0C1KaK5%2Bts2uTfKc%2BdaXLZIrEBBLDsVQrKzjwvBaeG0f4pUibY6%2FqFwM1mlhwxfXtVzsBDpzBMtt9uBV9NRfwYpVrYDMm5DYHMjiIB6YVS86%2FU2AJP6t%2Bh2Q%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=AVxigLJinPBmA%2BPs5cV1kybkTZIvezZ2PAWTZZ7L3%2BRUWcukM%2FKThQP5S9rxyglxYGFONXlZNEWoUFEQSd9WM4NfbNhWDMJM92HQPoUCrUJ%2BBaqQ2lQVu9oTkTMDsGeeBQeYf4VDtoSvod9XrW8k1K6f7MpxQLp9LeGKiNR%2F5cjykAjjT2VexNUBn24l6axByWAwYIArrhhcG2z7nIzW09iapAEFhc8%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=AVxigLLoo3Aw0vCxfvnwwI5il5D41bmtDGM0ZenJna4MXPcAZY1OZ5X9QGuPLe%2FRr7Ql1DpzhWLYvRIRlHwgHGZud1TPen7nd2iSnYCtPtRO3W%2F%2Bi0tGjXk%2BbCdbosyTFUg8SreoHIxLnpQc1LaDrdteeRpUrmjFLdXDCPgQT%2BsUsj85mMzYG0o0MrMQdDggovCjes4G9THfmy%2Fzw3J66jcf9UU%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=AVxigLKGcvHx%2FDuSJXG94mTtW8TJuVXADJdIbAdEtXepDeCcyHqNrBRFBv0%2FRRW3ZPZ%2FDCOliKlRMoZ6PhX%2FZlgIhXXIlWfILg42Mpc%2FrDmUM4rcoUCSVV%2FTQRMU76y1N7MCJXdOo%2BFLimOTt%2Fb4LzjhhmVbz9%2F4Py1gJkhepOxuYdzgB%2BpyxywKWIlv1XmawCgw6D8qhtbIY%2B5Hz1wrOB6XHQ%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=AVxigLLXo1vaG68qdHbpSKeBdC52OuYh%2F56zqNYw8O7XUm%2Fmx8Qt08TwAyd36i4MDYnjYGi2t0VPX55%2BCZ3ROeZo2EI8CepBEHyKGv896hm8PbUwZn0GfQ8fonUs8twZAJSb%2BbNXXkQCigDBBI7Zt7oF3IXRMi2nfzQWnxbNRDT1H3pZm40Tika2VdWflnC4P1h9FYgPbdPDAVS6K8grgJ5u4sLvXWU5QDEaxY2H9f0bnMc%2FlQ%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=AVxigLIxHvgKGE7fUnCCKzjRFOcjHgREU8a3nGfz%2BvjfJ7ayNOQ5sGjZa1a27YVewYHmL4jnJxOBPdDb82BSKdVwJx6O56hhPJsVEjWOYBN9JZiar%2B6Uk8FsNWNTMt7x0yRkELqYQ0x6Chlp1vs617lsD%2BTfo18PlZ7GxqtYq%2BuJ6IkyyUOJaSSGAa11orMP4fp87g9N8Pgh2IPdhY2t0aImYmqg&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=AVxigLKZwyugdgaHSAf0rXiw%2F7ZumrBN13anLE5In9FXm0vaLYKLoSEbTMCozecXhawaP0bIKurPGGWl4xxR1hbM6cLfX9NLm6%2BuLpTfpSdYd3AvwFmT2ceESDKoGhxJ0Qam%2BrNHterhD6oQTwb9SLUTvs2OBnNzqGy871eo8ygkog8obFRLmaoYzd4NTxObzmLZmyEQ3nYwtq9c4v%2BkqZtRvt%2BzyA%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=AVxigLLSTRL8DjGlmEe7G%2Be2ge%2FPScQKht6pNPkv4iGcgrKktepuHgmCvbAolQgEFf%2FlCXOklztab5Q4aJNSAaBxc0q7ahKSIF8k1wPCDbUy2jY91wCYMuKW6kYshktOGBXvw2%2FoDDKAUYU2Wn77TwkXnilqwe410UwFEVjsHvAW5xkTyyxPK2cGx3LSR8KXt4YzZnyyDwXGHkyjgNma07wPz0p92psqQAM%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=AVxigLIwzyMpOrvA4eJkh1meWRJXnx7gADjZPQElmE6Swm%2F49Ig7OP4annQI%2Fv0GJTNq5bVAO%2BHTZtlPA3EI%2BTrTOcYJ5YmcVEvMAQUlq2j9ILPDGK5bghXkaNTgE1OwCkXXNWusPaOjPCmjn%2BjiUpImeI0jHIl3QyqYAFnA76cbMXfqe6WXuYMDBAm1PEnZmuRzPmnFU9y2YW0kqt7BBYUSFcg%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=AVxigLIwj11T4rPPTYxVAYVU0JeVc8XSN4eU3VWCGkEH2py8Id2aqXOz0PgCyQHeq6%2BU%2FdIVoY7yANxFpJ9WHKmUe8uMLALZfzzEyw1E3i5z00qtY3DdW3t4aBk1Vup1WtpI1w%2FHQUFeSGyUeQI7N8foosht849BPF3xJNFRUdQkKEl9JbziVR0JsJmnrputj9bji5gHf4uVZrV9Q2s%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=AVxigLIqbMzl2uD%2FLzExmUmzFqDpa55QIlWoPwC3HxypMfUT7kQo1vp7VDJwOn%2BaqTKTFE8vEHbsshPWEXxjjf1mjY9nReTO8YQg4fYU%2FLYtxJ%2BXn8r14Q2zSGH%2FOJsPUO6kKwWzkqkaE9cmrYSHoCFCPsjacULydD9AaVdUh3ODwhuSCIao29yiErI5tDICd6cOIfsDiw%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=AVxigLJ%2FkO8wnFFJAvdvwTMj3YKO2snc7CJv4UKUl9zf%2FjXbmPnYxZ83aGRLWSbn%2F25D%2FTtMuVRx%2BHGKDVGET93YbjipUMY%2FsxwpxZDgxorviaPmAsVyyesYfdCWdC1sRaGLrzZ15sGPGfCxrUzFasZCemPnkdPsRr9d9vxPiJcSRxvVp3YO7cMrVlpkVzYceKid9Akz&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=AVxigLISJaPw%2FeG81n1zqMjRTeD15p5mas5Yiwq%2FgbmJfB8NK1S%2FWb%2FujTMXoqYEuZ7aPuvCz0kRBtGFGllxjW39iko%2Bj4Ebc%2BLhGD4hGm1%2Bced7AGPkpbsAe8L6re9FPvquI0oxIpyKeRFpCLvXNmxTryQLgz2%2FWMIwdfA4dEE9FfPQ2bHWNqf0fGyHOy0dYBgCb%2Bz3rCKiOu%2BrDg%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=AVxigLL1pdfGb1cZhsgEQfILWAXgFQoYjCA92oSrV98RrDw0ea%2FYTVrfarXaydKcmg9MJiLqXP2g3Zl4qsFtbVoMlqjgyeF7YKXVccH9N0k0mEILENZBg5s00ZJofQi%2FZihNBKboYnCP1%2Fysjo4YnfKhbZRuXa8%2FnE8Ghu3zbXNOzRXrMSFnlazCeIZtNU7Ja0tEmWm1%2BzKTtcp6N6tXbny4TIrFVaLOhUg%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=AVxigLK%2Fwq6XMct2j8xCnqTd1zvB3Cj6eD5zgZOL7CdpxK1gNKkdkyTacAF2ieq2RFaZiILuUsc%2F5QgQ28IUQLcstXN0PHteGQP0PJB1gRLHhfajAfSoWMRjeNFf8Wnmi9Se3QhEx22WxgjuMVIr7mI6hL%2FOLHzMgTuiNcWRiNxgkfqV5wLhdyHR7%2BaSDh5dPZa20NtzdL4AJ2JYwuTcKs3L8RJ3EIbbCMVDf6A%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=AVxigLKyvWG50718%2BN3O8weiMjzdatK%2Bcm42bU%2FQFmX2bTzxrxaFSoqrD34jDW8mhIVOmo5uWCTjZob9Og4h6vN%2FIhNLoweq30WXR71qv2FEhVjYfLLT1KppOck2WKDgrOvzzejXJ8FWeQH%2Bsk31fb%2Bt3QzF0f%2B10IsQZf%2BsOtlCa2sAE4nJ8IkalNpIEBywtVjEWvy89bAQt0GqQ%2BMu6Cgv%2BYxw9SVZ3GI%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=AVxigLISJaPw%2FeG81n1zqMjRTeD15p5mas5Yiwq%2FgbmJfB8NK1S%2FWb%2FujTMXoqYEuZ7aPuvCz0kRBtGFGllxjW39iko%2Bj4Ebc%2BLhGD4hGm1%2Bced7AGPkpbsAe8L6re9FPvquI0oxIpyKeRFpCLvXNmxTryQLgz2%2FWMIwdfA4dEE9FfPQ2bHWNqf0fGyHOy0dYBgCb%2Bz3rCKiOu%2BrDg%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=AVxigLJCufmK6Jawg1YEukSEx%2FMV79gR2JpE3oR5aBEIn8X2aRkp7FIGHiPHo%2Fq01oE8XtPQMpeO5cYyGpEYOqNsdbNeIN4WBuz62McaudNL7sho2m1ySd4C0An8bL84AHATLgLKQhuCXHTP40Oijhf8vRTLWfyyZxP69XkB%2BAf2SNWUP%2FWTN7XC9mLX%2BJx158qOVHs4t0wJ6laT0zeNe0s%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=AVxigLI%2Fo0WRSq5pnaiOkfFoZ06gi0oVqbjrcquJ2JNKKfQgmBldp7Xn%2BIURpyk6ixc6QTKVBVFre3PNwORn4zY5hTZiDWvHWz4B2ZoFYgDLpRoDu7fyq82TSCz0WdgqlYkWGAmQcroPr9ZTx4LVYxDkCcRcMMVHmYnYkSkLWNj7Qvsrbg%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=AVxigLKUTMb%2B8buWl7%2FC1Hl81ZJMl2Nf8a6QyhabobyZzYICCEaeFbpvq3aCna5fD1KdtS3a5cBUypGuG87uKY5DL3JvyCXb0F99J77jhZA167ZEdeStCgIiKDm6byNw0YdBCeP289RaIguXO%2FEPZBYAF2%2BEB%2BTPJrA51afz%2B6aI%2FdxySEh4cF7TL2EfEYeWeA%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=AVxigLIpofhbzG%2BzBYANLv9w7QYBVXIZyHcm7DcAfVvP8ayiurcExhq7o%2FXEH1dVXxkbprlFu9IacAVkfE2IfmKh5pkRDo98%2BuHpt0r3hToiz4hKzvdL27aj%2FFcvKLBvRgxj6jgtCHxM8h%2FLZ8JUQwW%2FLG39booPvSncEE7ePm1s&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=AVxigLIpVrsx5GQTAaZZoAAMZbEHgXpxe%2BKZTGwK3YD0yzxEOVvCbZ0xg1fhB0C1rrpx8iyCmFuyhHCQqtbKoYyUKA6Oa3UMifF2%2B9nekcY4xSUQBbSz%2Bo%2Fs7xHrZea2oRO4zFKg8kBCHAAbJiPuhCYq0h%2FeZd%2FfLro0GhNiJ7dMlREIxlebqMVTMqiojw%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=AVxigLJllL5trk6FxzCyU54%2F0TgpifBw%2FWaN3ls9VvTgXI091B%2FNritNEu%2FmbN7XjxxLeTewX2Z82js9MZu4861gMOM6piiXzEeQYPIRkbiSkjZfdX2N5mFQT1Eo1H8%2Bv7PEUWEmfT9neL4ZBJynl8TLdTQNTVsG84Fwhookcw8WaMYTsN7oJf0m5RBYxtIN0w2ewCcEPFKZJQ%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=AVxigLLI0nrzhijSLH9rUNe8TYAKXk2TNS8JltDFaCzfjPpVZ3sTOTkfgs9LX8MudrggI6%2BNd2d8Cf1C6hdaZ02%2Fs0uByF%2FMu7fW9msASwLLP0mzBTQq2I39HXdMtH7gSpB0rHhmbwyRGrPfV%2B%2BsZtfxcCI7K0vY1T1rkM3W5iiPDLvRmME%2Bv6OTMynEcQ%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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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)

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Library

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

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

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

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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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLKtqlwbOwnPkYTC3RYLvx65XD1fiq1epS7yt%2Fj01OGZDJJjN%2F9NxU1kWlwHtSGuUiUq7jN%2B6zV1u9tmbfD2iOm0fDRh0OMYNzYY%2Fi0fPpEvx%2FfQIkxR5bF%2FRVv0XC7yv8dkWxB3laZtk9gKXnxUrPG1E8tA2tk4v9%2FhN61HMp0mY8wQ%2FWYut65391rG02lBbg%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=AVxigLKvwyRy2OE8zTLND2801cUnyIzDhbyVvckC1oia77kg8cJdSRxpO4mWES7YFRAVtazsICFolagh1obt8hCopCup%2FBgBlndHOfoxmIKAVh3z9eB0cMdabYrpV%2BTEomCJZDy6eA%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=AVxigLKvwyRy2OE8zTLND2801cUnyIzDhbyVvckC1oia77kg8cJdSRxpO4mWES7YFRAVtazsICFolagh1obt8hCopCup%2FBgBlndHOfoxmIKAVh3z9eB0cMdabYrpV%2BTEomCJZDy6eA%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=AVxigLIGHlYx1q7yPyZdYq3%2BocYrudPcFsEZNVWkDfbTBYbdsl7RGKVVb%2FREBV0LXWfYggKCn7oDWZSHMCJOOQDYciyBKPEaw85khn8tjHoO%2Fb16UF%2BXH8tpGsIW8kQ7tK5h04JEQ0R1TXM%2B6jqroRE5GQhkDZYM7YarLrpJfvr4qdE23GQGu6f9m9yLUNpJ6DkwqpaHnbolXDDL0hAOulzaYQ%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=AVxigLL8%2BeI3lmtoudQyZJcV9hz9hAF5%2FcldMcXi6bF4MXbgI00k9fJ9Xiv13SNsfZNKMeHDaCjWrB0m147sy%2BWWi5hDE3etfRygQLVJCjxhOEm2oJ%2BJlFXiRPuHAzETNgze4AUD9PaXi%2FnF1EzZVVIek7VFBz5QB0WS1cLCh%2FuwoOWannfdarJWQ%2BOEQTGeUCmavTzENgwEad4WRA%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=AVxigLKe7S5BqfVDUDDMDdq6eo0C2xBdOOTeRhxqh7DPOp5IsPUKm1bvan99%2B3quk8w0TrIGEZEYHxWzT6KCfpG%2FVfRhjRNPT%2BbIhlyg5A7ljAbr%2BFUzZX5XRLLRmGNOLWLFnLol7lu97eMYGzxYbYpXaHLZe5baN46rlayce7PAbUF3q%2BLgxXjJHAx%2Fl5x6n9JA552HWfMxyZbaAA%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=AVxigLL5URyU48aK%2BgjCocpQdtAN24mW%2F%2Fp8gf0ZXt%2BWAxZ1h0WpUXRnFQ59xgDZYJfMi9cjtkqonu8%2FOmkB8%2FbT9m8eJk%2F81MinYmXbBj3AXX33mRw9aJPnUNP7Ng2d%2BIekXF1TSRj3cFI2C1jtlogB5QWX8%2FzECCebNcI18swM5ZAOmDjD1NCeWMVc6aShXFuxgzEC4Q6j%2FdZVAO1lPP7ozus%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=AVxigLLlqUW6KIscywhx6%2FUl5oebTXVfspdP%2BkAR8fP%2FV5O5tBYHR1o%2BXnaplP4NOnb9znsnRaAm7yMwV1l5Y2Rt24idezuwLe9R8U6lfwUZfPpn9SfOmcbk%2BI9Dd%2B7tr5uAtOpjvRaeyRZxEA48rZpM8IPb7pQhGljZTn4of86kyMfLyvXCh9oAM9IV9iCwzIAoEcAtSc%2BBCUp%2BcWzFB5M%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=AVxigLJQzNOXbVAp6eq%2F1M177zG8n%2Bi11MqbDW2F2rUBjzwm7gB%2B5acb%2FzeCWb%2FzyuXYXceO46739%2Bk%2BfWGzYbxptkrJ5AXSy8AzlY0C1KaK5%2Bts2uTfKc%2BdaXLZIrEBBLDsVQrKzjwvBaeG0f4pUibY6%2FqFwM1mlhwxfXtVzsBDpzBMtt9uBV9NRfwYpVrYDMm5DYHMjiIB6YVS86%2FU2AJP6t%2Bh2Q%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=AVxigLJinPBmA%2BPs5cV1kybkTZIvezZ2PAWTZZ7L3%2BRUWcukM%2FKThQP5S9rxyglxYGFONXlZNEWoUFEQSd9WM4NfbNhWDMJM92HQPoUCrUJ%2BBaqQ2lQVu9oTkTMDsGeeBQeYf4VDtoSvod9XrW8k1K6f7MpxQLp9LeGKiNR%2F5cjykAjjT2VexNUBn24l6axByWAwYIArrhhcG2z7nIzW09iapAEFhc8%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=AVxigLLoo3Aw0vCxfvnwwI5il5D41bmtDGM0ZenJna4MXPcAZY1OZ5X9QGuPLe%2FRr7Ql1DpzhWLYvRIRlHwgHGZud1TPen7nd2iSnYCtPtRO3W%2F%2Bi0tGjXk%2BbCdbosyTFUg8SreoHIxLnpQc1LaDrdteeRpUrmjFLdXDCPgQT%2BsUsj85mMzYG0o0MrMQdDggovCjes4G9THfmy%2Fzw3J66jcf9UU%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=AVxigLKGcvHx%2FDuSJXG94mTtW8TJuVXADJdIbAdEtXepDeCcyHqNrBRFBv0%2FRRW3ZPZ%2FDCOliKlRMoZ6PhX%2FZlgIhXXIlWfILg42Mpc%2FrDmUM4rcoUCSVV%2FTQRMU76y1N7MCJXdOo%2BFLimOTt%2Fb4LzjhhmVbz9%2F4Py1gJkhepOxuYdzgB%2BpyxywKWIlv1XmawCgw6D8qhtbIY%2B5Hz1wrOB6XHQ%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=AVxigLLXo1vaG68qdHbpSKeBdC52OuYh%2F56zqNYw8O7XUm%2Fmx8Qt08TwAyd36i4MDYnjYGi2t0VPX55%2BCZ3ROeZo2EI8CepBEHyKGv896hm8PbUwZn0GfQ8fonUs8twZAJSb%2BbNXXkQCigDBBI7Zt7oF3IXRMi2nfzQWnxbNRDT1H3pZm40Tika2VdWflnC4P1h9FYgPbdPDAVS6K8grgJ5u4sLvXWU5QDEaxY2H9f0bnMc%2FlQ%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=AVxigLIxHvgKGE7fUnCCKzjRFOcjHgREU8a3nGfz%2BvjfJ7ayNOQ5sGjZa1a27YVewYHmL4jnJxOBPdDb82BSKdVwJx6O56hhPJsVEjWOYBN9JZiar%2B6Uk8FsNWNTMt7x0yRkELqYQ0x6Chlp1vs617lsD%2BTfo18PlZ7GxqtYq%2BuJ6IkyyUOJaSSGAa11orMP4fp87g9N8Pgh2IPdhY2t0aImYmqg&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=AVxigLKZwyugdgaHSAf0rXiw%2F7ZumrBN13anLE5In9FXm0vaLYKLoSEbTMCozecXhawaP0bIKurPGGWl4xxR1hbM6cLfX9NLm6%2BuLpTfpSdYd3AvwFmT2ceESDKoGhxJ0Qam%2BrNHterhD6oQTwb9SLUTvs2OBnNzqGy871eo8ygkog8obFRLmaoYzd4NTxObzmLZmyEQ3nYwtq9c4v%2BkqZtRvt%2BzyA%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=AVxigLLSTRL8DjGlmEe7G%2Be2ge%2FPScQKht6pNPkv4iGcgrKktepuHgmCvbAolQgEFf%2FlCXOklztab5Q4aJNSAaBxc0q7ahKSIF8k1wPCDbUy2jY91wCYMuKW6kYshktOGBXvw2%2FoDDKAUYU2Wn77TwkXnilqwe410UwFEVjsHvAW5xkTyyxPK2cGx3LSR8KXt4YzZnyyDwXGHkyjgNma07wPz0p92psqQAM%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=AVxigLIwzyMpOrvA4eJkh1meWRJXnx7gADjZPQElmE6Swm%2F49Ig7OP4annQI%2Fv0GJTNq5bVAO%2BHTZtlPA3EI%2BTrTOcYJ5YmcVEvMAQUlq2j9ILPDGK5bghXkaNTgE1OwCkXXNWusPaOjPCmjn%2BjiUpImeI0jHIl3QyqYAFnA76cbMXfqe6WXuYMDBAm1PEnZmuRzPmnFU9y2YW0kqt7BBYUSFcg%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=AVxigLIwj11T4rPPTYxVAYVU0JeVc8XSN4eU3VWCGkEH2py8Id2aqXOz0PgCyQHeq6%2BU%2FdIVoY7yANxFpJ9WHKmUe8uMLALZfzzEyw1E3i5z00qtY3DdW3t4aBk1Vup1WtpI1w%2FHQUFeSGyUeQI7N8foosht849BPF3xJNFRUdQkKEl9JbziVR0JsJmnrputj9bji5gHf4uVZrV9Q2s%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=AVxigLIqbMzl2uD%2FLzExmUmzFqDpa55QIlWoPwC3HxypMfUT7kQo1vp7VDJwOn%2BaqTKTFE8vEHbsshPWEXxjjf1mjY9nReTO8YQg4fYU%2FLYtxJ%2BXn8r14Q2zSGH%2FOJsPUO6kKwWzkqkaE9cmrYSHoCFCPsjacULydD9AaVdUh3ODwhuSCIao29yiErI5tDICd6cOIfsDiw%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=AVxigLJ%2FkO8wnFFJAvdvwTMj3YKO2snc7CJv4UKUl9zf%2FjXbmPnYxZ83aGRLWSbn%2F25D%2FTtMuVRx%2BHGKDVGET93YbjipUMY%2FsxwpxZDgxorviaPmAsVyyesYfdCWdC1sRaGLrzZ15sGPGfCxrUzFasZCemPnkdPsRr9d9vxPiJcSRxvVp3YO7cMrVlpkVzYceKid9Akz&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=AVxigLISJaPw%2FeG81n1zqMjRTeD15p5mas5Yiwq%2FgbmJfB8NK1S%2FWb%2FujTMXoqYEuZ7aPuvCz0kRBtGFGllxjW39iko%2Bj4Ebc%2BLhGD4hGm1%2Bced7AGPkpbsAe8L6re9FPvquI0oxIpyKeRFpCLvXNmxTryQLgz2%2FWMIwdfA4dEE9FfPQ2bHWNqf0fGyHOy0dYBgCb%2Bz3rCKiOu%2BrDg%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=AVxigLL1pdfGb1cZhsgEQfILWAXgFQoYjCA92oSrV98RrDw0ea%2FYTVrfarXaydKcmg9MJiLqXP2g3Zl4qsFtbVoMlqjgyeF7YKXVccH9N0k0mEILENZBg5s00ZJofQi%2FZihNBKboYnCP1%2Fysjo4YnfKhbZRuXa8%2FnE8Ghu3zbXNOzRXrMSFnlazCeIZtNU7Ja0tEmWm1%2BzKTtcp6N6tXbny4TIrFVaLOhUg%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=AVxigLK%2Fwq6XMct2j8xCnqTd1zvB3Cj6eD5zgZOL7CdpxK1gNKkdkyTacAF2ieq2RFaZiILuUsc%2F5QgQ28IUQLcstXN0PHteGQP0PJB1gRLHhfajAfSoWMRjeNFf8Wnmi9Se3QhEx22WxgjuMVIr7mI6hL%2FOLHzMgTuiNcWRiNxgkfqV5wLhdyHR7%2BaSDh5dPZa20NtzdL4AJ2JYwuTcKs3L8RJ3EIbbCMVDf6A%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=AVxigLKyvWG50718%2BN3O8weiMjzdatK%2Bcm42bU%2FQFmX2bTzxrxaFSoqrD34jDW8mhIVOmo5uWCTjZob9Og4h6vN%2FIhNLoweq30WXR71qv2FEhVjYfLLT1KppOck2WKDgrOvzzejXJ8FWeQH%2Bsk31fb%2Bt3QzF0f%2B10IsQZf%2BsOtlCa2sAE4nJ8IkalNpIEBywtVjEWvy89bAQt0GqQ%2BMu6Cgv%2BYxw9SVZ3GI%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=AVxigLISJaPw%2FeG81n1zqMjRTeD15p5mas5Yiwq%2FgbmJfB8NK1S%2FWb%2FujTMXoqYEuZ7aPuvCz0kRBtGFGllxjW39iko%2Bj4Ebc%2BLhGD4hGm1%2Bced7AGPkpbsAe8L6re9FPvquI0oxIpyKeRFpCLvXNmxTryQLgz2%2FWMIwdfA4dEE9FfPQ2bHWNqf0fGyHOy0dYBgCb%2Bz3rCKiOu%2BrDg%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=AVxigLJCufmK6Jawg1YEukSEx%2FMV79gR2JpE3oR5aBEIn8X2aRkp7FIGHiPHo%2Fq01oE8XtPQMpeO5cYyGpEYOqNsdbNeIN4WBuz62McaudNL7sho2m1ySd4C0An8bL84AHATLgLKQhuCXHTP40Oijhf8vRTLWfyyZxP69XkB%2BAf2SNWUP%2FWTN7XC9mLX%2BJx158qOVHs4t0wJ6laT0zeNe0s%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=AVxigLI%2Fo0WRSq5pnaiOkfFoZ06gi0oVqbjrcquJ2JNKKfQgmBldp7Xn%2BIURpyk6ixc6QTKVBVFre3PNwORn4zY5hTZiDWvHWz4B2ZoFYgDLpRoDu7fyq82TSCz0WdgqlYkWGAmQcroPr9ZTx4LVYxDkCcRcMMVHmYnYkSkLWNj7Qvsrbg%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=AVxigLKUTMb%2B8buWl7%2FC1Hl81ZJMl2Nf8a6QyhabobyZzYICCEaeFbpvq3aCna5fD1KdtS3a5cBUypGuG87uKY5DL3JvyCXb0F99J77jhZA167ZEdeStCgIiKDm6byNw0YdBCeP289RaIguXO%2FEPZBYAF2%2BEB%2BTPJrA51afz%2B6aI%2FdxySEh4cF7TL2EfEYeWeA%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=AVxigLIpofhbzG%2BzBYANLv9w7QYBVXIZyHcm7DcAfVvP8ayiurcExhq7o%2FXEH1dVXxkbprlFu9IacAVkfE2IfmKh5pkRDo98%2BuHpt0r3hToiz4hKzvdL27aj%2FFcvKLBvRgxj6jgtCHxM8h%2FLZ8JUQwW%2FLG39booPvSncEE7ePm1s&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=AVxigLIpVrsx5GQTAaZZoAAMZbEHgXpxe%2BKZTGwK3YD0yzxEOVvCbZ0xg1fhB0C1rrpx8iyCmFuyhHCQqtbKoYyUKA6Oa3UMifF2%2B9nekcY4xSUQBbSz%2Bo%2Fs7xHrZea2oRO4zFKg8kBCHAAbJiPuhCYq0h%2FeZd%2FfLro0GhNiJ7dMlREIxlebqMVTMqiojw%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=AVxigLJllL5trk6FxzCyU54%2F0TgpifBw%2FWaN3ls9VvTgXI091B%2FNritNEu%2FmbN7XjxxLeTewX2Z82js9MZu4861gMOM6piiXzEeQYPIRkbiSkjZfdX2N5mFQT1Eo1H8%2Bv7PEUWEmfT9neL4ZBJynl8TLdTQNTVsG84Fwhookcw8WaMYTsN7oJf0m5RBYxtIN0w2ewCcEPFKZJQ%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=AVxigLLI0nrzhijSLH9rUNe8TYAKXk2TNS8JltDFaCzfjPpVZ3sTOTkfgs9LX8MudrggI6%2BNd2d8Cf1C6hdaZ02%2Fs0uByF%2FMu7fW9msASwLLP0mzBTQq2I39HXdMtH7gSpB0rHhmbwyRGrPfV%2B%2BsZtfxcCI7K0vY1T1rkM3W5iiPDLvRmME%2Bv6OTMynEcQ%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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&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=AVxigLJMIkBpwxWmaL7qprOHrKEGGOg3eNF0%2BDvUFfDYrH6tZSUv2vyvFfPab9uWxEbHYSYOjHk3fdRC%2F%2B0WWuAVDWu2ujPnIXd090HSvR4rRc1Niub52AU3Mka0VJtUmhEcOFE7ResyzfKztoqUr0StlF9dP9m4wrgmiL%2B7ZK3G1HaVOQ%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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![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=AVxigLLUWDfgPv8CsO%2B9F5lMqemgpSqMGf8XPdUl6yVnQ7cxSzaRERDwNK5Cz9cUFeK1AWA3bXvN220i89wVycbuGfd0y47jSQ1aqZooFtzwEsxqcz%2FvH6OYVC8mFG0ZTVi2KLhZO2CDNG9SMVI2ZUL8fzwD%2FY4q8nJh21pRUhzBYIzW&webInteractiveContentId=185823046841&portalId=8302174)

[ 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=AVxigLKtqlwbOwnPkYTC3RYLvx65XD1fiq1epS7yt%2Fj01OGZDJJjN%2F9NxU1kWlwHtSGuUiUq7jN%2B6zV1u9tmbfD2iOm0fDRh0OMYNzYY%2Fi0fPpEvx%2FfQIkxR5bF%2FRVv0XC7yv8dkWxB3laZtk9gKXnxUrPG1E8tA2tk4v9%2FhN61HMp0mY8wQ%2FWYut65391rG02lBbg%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)

EBOOK DOWNLOAD

# The New Rules of Operational Software.

Why industrial + asset-rich organisations are moving beyond legacy platforms to build faster, smarter operational systems.

![eBook-New-Rules-Ops-fotware WebP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brochures%20+%20Assets/011%20-%20New%20Rules%20of%20Op%20Software%20Mar-26/eBook-New-Rules-Ops-fotware%20WebP.webp?width=460&height=307&name=eBook-New-Rules-Ops-fotware%20WebP.webp "eBook-New-Rules-Ops-fotware WebP")

​Operational technology and data is reshaping how businesses operate, but results from new investments are often mixed.

The old way piles technology on top of technology, delivering a patchwork of tools that never quite work together how they're supposed to and rely on manual workarounds, uploads, and paper; meaning they never deliver on their potential.

Download our free eBook to discover how you can modernise your own operational software faster, cheaper + without ripping out all the systems, hardware, plant, and technology that you already have in place - in weeks.

### ​What you will learn:

- ​The 5 ways to approach operational software - and when each works
- The true cost of your current systems (beyond licensing)
- Why most projects fail to deliver operational value
- How to modernise without ripping out existing systems
- A practical roadmap to deliver results in weeks, not years

### Who should download it:

- <https://www.rayven.io/ai-for-digital-teams>[Digital, transformation + innovation leaders](https://www.rayven.io/ai-for-digital-teams) in industrial businesses
- [IT/OT leaders](https://www.rayven.io/cios) managing fragmented systems and integrations
- [​Ops leaders](https://www.rayven.io/ai-for-operations) responsible for performance, uptime + efficiency
- Asset, maintenance + reliability managers
- [Senior management](https://www.rayven.io/senior-management) accountable for performance + costs

Join the Shift

## Discover the easy way to do something new.

Book a free 30 minute assessment with our team and we'll scope your project, needs + what a solution might look like.

[Book a free assessment →

Book the free 30-minute call with one of our Australia-based team.

](https://www.rayven.io/book-demo) [Message us →

Not ready for an assessment? Send us a message and we'll get back to you with free, tailored advice.

](https://www.rayven.io/contact)

Join the Shift

## Discover the easy way to do something new.

Book a free 30 minute assessment with our team and we'll scope your project, needs + what a solution might look like.

[Book a free assessment →

Book the free 30-minute call with one of our Australia-based team.

](https://www.rayven.io/book-demo) [Message us →

Not ready for an assessment? Send us a message and we'll get back to you with free, tailored advice.

](https://www.rayven.io/contact)

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