---
title: Industry 4.0 Readiness | AI + IoT Readiness for Business | Rayven
description: Discover if you're ready for Industry 4.0 AI + IoT technology. There is no doubt that AI + IoT will transform businesses, create new ways of operating,...
image: https://www.rayven.io/hubfs/Imported_Blog_Media/Tool-Results.jpg
---

[![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=AVxigLLMKwmFY8GdqZwqYYlqyLOfFnJXoIGd5bIbd437zeOUk2tHUrXgrhqz7VMppjKra02CJ4mj83M7euRvi1U8RmLtsjMpGBx6Oy3ZA5ggX4UriHeXHjw7Ax%2BMhgabkmKw99xlsA%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=AVxigLLMKwmFY8GdqZwqYYlqyLOfFnJXoIGd5bIbd437zeOUk2tHUrXgrhqz7VMppjKra02CJ4mj83M7euRvi1U8RmLtsjMpGBx6Oy3ZA5ggX4UriHeXHjw7Ax%2BMhgabkmKw99xlsA%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=AVxigLK48ObVANs60%2BdP9czQd3oyAmjZmKqE8HslcwybEtpl0rkCQzsjcrQgiRGAwx6CJzC%2B7GorT680i%2BJPyRPaVJFMq4vLFF6ARVDUE3hQGcG8u23pajEQJlGKpoDgG93b8OJ5TdCBGzmZ4b93uchSx6JQ7z0wL%2F%2FEXDQOKUV8IUTpP66q6fepETFdqcRI%2FbvOvaiLbDOxcqLpZrmZtbDT4g%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=AVxigLIawKu8%2Bo%2FIag8Qdz4Uxa%2B5a8FeSrKQbprfJzOqIvVySXETL5RGyj6O4ic6AD8xp4Km1LK5ibL9B5Cl6sBKS13KmtCIIEJwEyu0XrVkfWI%2B56Tm%2FiX2S5wndQVzPXQIYdkEepyUrAoZr6haBgSpdWpN2DkwsJ%2FYTad8t5lsLp2%2BRTxwALZNUfLlwPIrdFNzvf04KKZpKOlKxw%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=AVxigLKguAY7JmgwKbwpSGg0bhMb%2FNa7UUd34CteilxWc81HyHMmda%2BfFkgYlKjaiGxPg%2Bvgn36Xs1boeHKVof0PzXc6MNcSjkYU%2FDhMlgxkzuEYv0%2F8GPxw7zQeejV0M9hBPs%2F8WDk4kcAEJqGkZFQnk8f82%2Fmh5YWNNNP7kxrICmWcMq0taIoZRN61q1oLkvrbJ%2B9cjNqjvJAf9w%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=AVxigLKqK1jqqLt3Jmzay0LrMzl2lkVIBQzSztIxIBLTjRKiGL2HeimY%2FSYOLyOqrHKAIa4bM7Aey3EjWOhHb5xV6ftzlF3WbiXolpUrwiVMvks1%2BQIZ6ShRcu3imwy9%2B74KxDs5DLsKZYaJkb2ZCbxH%2FXXzMUMH5Hp9mo3MC%2BlZDgvCrri1MPB%2FGZTPKOxhrlPWTik7w%2FtWFdu6nw1%2FjZYdKqA%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=AVxigLIpnpR90oEBouML3hCbEWhPcLGKRLVt0PzA8AdBbq357fid7dgazVWsidp6L78mQ5y4gMhTj4BfHlNaGJH0ujZAoKPhX4xLNAgKoFYkE5oslUAQjUclCMQQOSFq67D1w7FJKgrKt6Hgy%2Byp1mpGi3ttvHLiCUvVg6nz6iCUV3Xqpq8md69yNfOQIUhtHUuu3mlBbFCCON5vNSNdwGU%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=AVxigLJDT9RsOzmTH%2BBXuj8%2B4DDgtymXFVkStLKtnOjsApN6JO%2FnHYmwWpsNmpz9A2FGhBzbf%2B7MZpZFjQtWOCQb7DSW0ZddbO%2BKLacVNPsByLXmQWytQEBkX%2FPyBylokOeSaxARPGWKO3WFlq7ZUZ34gYGID5EMwNBgEqsKnxxvBlpK7XxK4ClnxD7YO685WNCiw6Rkz%2FMi7Ik5njjwOMM0ubW0xA%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=AVxigLIdHZWFpfPxHevcyphueFxUahqpaQstfrA0vTe8DbCunKQJGglnaHnfx9zgPzgKuvdVDk%2Bx9tVbWonc8a0jQcIkf9Nzbgg9z2LNQPZg6vMhmkmvLiZXYslON3L7E3WxkUsph4vQesqMtRixiacW7R6tK92vRc%2B6qCCuU6CSZKQeQAbZp8jX1DoQDA6bsWWyemN0a4Nm1lD6KTdK28mtAzvxQNg%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=AVxigLKOAraZewJWZuWA%2BMl%2FjyZqsX9SOun1b1MR67IsI2KI6NLbM1p9qWu%2F30hvN05xp0ABx4zVoRkzymTGX68rbE9XAx%2BzvNsK9Nh0UVs84bhV6pSupFwGiZvNW1kOYCmtyNQQmTtTkk9yK3zUjIsPKVwWacOsdaHbivob8qarAV6%2BRR%2BB%2FlOesbDQ28D1ALjq2n5QHoAt%2FW0nEDQJnu5yIf0%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=AVxigLL7ZI5lr3bvF818FiKqW8Cc3ffRAkqVwxaCaDaO7fvGywiuGRNA7uzyaJzKYHeReQTrC9oRzhBiC1KnhYGXzOm%2FKskTlBgm2AdhgSUkT5zzcsrhw0d%2F1eqJm%2FzfgoXzXwyZVlAirpec4cIit%2Bl1bHowoFgjimRgRNkV3ZG76wyLBbXC1%2BSfk1sKNAtUhIzz2ptudQEdC8B1wUZU2UUeKA%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=AVxigLJRbAeBNGiJcW9jBbkqPIzVWrtPhvcVbnwEUFoUmqYVmKZm%2B7soEODEm0jwDGVL9zPvIeMCnZefUIJariQxGXAxetiOiE2v6gJJmucv%2Bnj5dggwglmkOoMcXSupxTd0fNoKywHZMXSAmdRZ64PFJM7QNRSpB8sKmRjCECktxyTncsDwxuN%2F1ILA6JRc698qWZuoJ2p3yhKtEfJgF9ORouxGNgUMKcsoSsNIuEh2%2BlcOkQ%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=AVxigLLISEDztAo1IoG4j6ruwSvN8PFiSw5ExBfP5DDyJszAEV5YCBMZH9Cb3xwNOyjTeYlWcn3YEfMtYKFkE0gjDhSTU%2FdT71sI94DvztHIKtHXQ1%2B1KuXkMQA8O36YhiCcSD3oEtOB6qhcRkb1qgEE12nth23d2c86add1%2FaX7MPOAI0l1IaB%2BZW1nE%2FV%2BJAcoKdy2txvfxrcWu0utloU4eNum&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=AVxigLKBau9X9o7jUn0QoLnURY5xi1SZ3RMwSimVX2ayocctuebxHL3pUaS5pXMn%2FK6qHaOC1c%2F70NMGv6%2FOK8y3dsWLXp2dTi8vFOXDQxDkUrWYXVBb164c4SOPfDdN%2FJIp%2BkwHn6FOV7H0BEQaHFv2HlTvpyI1LpUS9oTq71MbVmk%2BlSMZV5nTdwVdnbpvUClsIv5EXEFwf6CmndMttGQoYu8Q8g%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=AVxigLKVLu8nx1up%2Bnh1gu3EFHzhyCUWedBNIrQQ%2FdZzvDx4Xa%2BVs4hYCeV2QKItr7YzSdrdSnSGCUssbeWL6%2BZoGWsmed5ifVXP2faGG%2BnbbBuLUZMoU7gdBT3SXTxGLPw0dZjmT7%2F2f2Ijaky26c1wrG8qHeW89mSllKV3TtBwWFNmX9XZ6Z4iC6mmwu%2FB3HoJNqgqoZynodOaeChp9cLLMreayXpCMIY%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=AVxigLLLmNCnUbC4zc9nndCnGPPeAIQ%2FcqxwfA34QOBZPgMx5H7WFT5ORKJpxqiGdd3FVhv9uQgJfI9Bzyypwbqn%2BRHYDnvGbQgWAR9SQpsrdd0lZ%2BP%2F0Ks2ZhOCYNVkGekNR9ZwRnETC1jzK6sSOiCo50lNrAq86ZRpQmpNWcWcdFJCYEntxOexskQ6M30PK9%2FlOvdEg8dZLee7wRMk5LPjZ%2F4%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=AVxigLLTMs4mibDCsDNj1lAX0FMHj%2FxpJvmhRCoR9Af4wTc8l4PuMVeU0L%2FmM20Lms63gB4RRDs4OMiMskPDo4plW%2B0gOh%2F9cnw8rzRecFX5%2BwiyS8E07AKMJJt2N3WDyX%2FCpFZDmR1qdkelRNzO1Vt%2BeHunZmNi%2BHRzGuqahlhZepDbrXA3%2F6oVMidw6TnjHS1D8qL4YwkjfjppWMw%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=AVxigLJ50nd%2BtAXvOIB8o9n6omdxL7XNtjRTj07KLUB4pSU2k63ns1sPKqnhvtWF2O74IJfcrWTUtrKdtNQioqKXw3qc4seMQXFOnsg0HfVgH%2BGUsjtEY90mSj7ZGPBMgFKndCRhU3ZbAML5j4GCTa%2FmbiQR4REc38FgwDniFzcucCzPTl9fugVL9GA8VqSfZDvcFvdjlA%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=AVxigLKE08QaTwhSxjko4CxawPmycuKrGOXl57JLvJvfQ%2BNE5nC5Rg%2B4hFVN8aTc5XTzz1yxGQraj5mpySIUl1UtTFS9YrybVTADtpRjt6iQL%2BYFPCRyPtlQ75mxUcQ0QMZZx7TNX73JkZag7%2FymUVlao9ocH%2F1wsONE3lcdnaShAJ%2FoFLvj6jXZkYbUWa2RhmAlwzP7&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=AVxigLLWCTVwG9eo3GvvVXE22nOeSrGWrftmr%2BcDLzhqxSLscUNmh9GL4pXZmnbeiinvteMXv20py9Cw8i%2FODyqr2SZ1BmBaaBvkDCvexkJrqI09UZHIUc%2F3nR7jizJ9uB6XjBxnfvddoGcUk4e06%2B2eu14Txm0oeHq2EsZwogKPXkxESoWftSEWWbi2AtGdGma4YWPT%2BAq55W%2BRmw%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=AVxigLJvyXvxl8DsgIyh0e%2BNoEuJRk%2Bm%2BWOebQJWbDx5UirFCXTPQJUVahiom%2Fpq0VrTjk6ED1vDuXetY4u8Lopnv5kwgTyYaFIMBCZ8VU28NPlAY3V9jiy%2BcHXwaobjDM2yUYVrTs8QR5vuLB6WRyThMeWu3FvQkyIpwlZDjYXifOLGj9nKf%2Fhw3ccDG%2FbrGOJw8tyYb9%2FC5s2vPR1h8yuQjkMUthbkf9M%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=AVxigLJeVn310SmiIXTX8PFs6sfQD0h6YkLEKDJDlvAIS3Aj8Hd9u%2BG1NdjnScWH1ip6iAItU9xEuQRcj7m4bxZAey0QxLQ%2FmfSsgUmnO2QBD%2FoRtjW10Re2UShcBXLDQTBv1WyezJCZvVAillwiHu3K6fj9SE3AQrCsoscTHvtQau2Kxn1FfXujnsPXY6sl1cf9G2p%2B6EIX37WGNyyslm3945EEUYmfEGrJaZE%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=AVxigLItKl897byTwVZwJSqdYbk%2FfgSqT5EOT8JmEIN7aJAe%2B4Vk4J1dMAi6WD9jTkgwS5%2FO%2BB6neuTw0%2FAin5jRmQzUbKhBFjwRRsU2lffSsqCJrKF4G3Y0WJamSZ55dJSw6KNz0Rw8T6mQ7o9eSph4LGL%2F4xfcX9n1tHCyI2pUH7Rk67E4pFlrotL%2B21TyCCR%2FD5nkr79JukcSOA6b5bF2qUhdHQ8kPvg%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=AVxigLLWCTVwG9eo3GvvVXE22nOeSrGWrftmr%2BcDLzhqxSLscUNmh9GL4pXZmnbeiinvteMXv20py9Cw8i%2FODyqr2SZ1BmBaaBvkDCvexkJrqI09UZHIUc%2F3nR7jizJ9uB6XjBxnfvddoGcUk4e06%2B2eu14Txm0oeHq2EsZwogKPXkxESoWftSEWWbi2AtGdGma4YWPT%2BAq55W%2BRmw%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=AVxigLKwDPyH6pbDswmNMQMPpCnlHEkYIKoC4zwivgRCbDexHhLhl7H%2BPsMzD26C9hcHuUSS4155mx0jhcoqZRqhTs8TMAeOOoBgra9QOz2yaocuahHSUsi%2BBYMjmCpm2rO1jYgLh7XGejq9XrE5fKaxiUZZ%2Fd3SeEmGaUdQ3t9%2Fa1GKx8Bt8fv1ajtJ5WQ8FfBXm8JQ%2BSkyodMYMwzmTGQ%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=AVxigLJ1eQcgygOq5kTwtbXqStkREloumFP%2BFsVDcqRvFwx7do2jNHQGetcMobeMj2Tub16WINDKqAptdsZaj%2FzmBCfL3JJ%2B0%2BN3P34Jdisfn4gMDsDGvSu%2F4uYwh%2F1U55AIMRRwBFvvFAZpKucOcM9grkUqWwUrAUVVn%2F5kFUxY97TdCA%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=AVxigLLkzbt4amvpiiIMqr1z002uY1wFs3wyxmPeyTbDs7PVP6dD9i3AGBSD9nIdpDd1YUscHrZqdSlPKiGY9j%2FhSSTxMWlQzU%2FouTsIvOmVhWFb7f63cBx8%2F7LyJVAg6Kz%2F9WmHmuG0INoIjx0n3qpVDF3AlrcR5OPPqSrWvS2OnBUXQDfxQ3ZsFlrD%2ByKqmg%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=AVxigLKrGZKHAwXx4Vd1qP13HSqkLooFJaVPi68IU%2BGMjyT0r2IWH0IPpZFiWltG6vW9AtOk3FuOoi5XLvbpyo%2FozCutTH00zLIcimf2M63d6ASHITIgiBV1vVZI1c9Cmh5H6OUfyjwZMWzEthi9%2F3zuBiY9scQ7y6zwfAgLiajC&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=AVxigLJACb08Q0q9HEx5GIt3YA%2F%2Bh%2BHsryWfqV29D%2BR4jvxMpEUEFWlvX2hg168P0k%2Bh34FJQHFjvQDhe9fZIDWjmZZ3rH8GdiC%2Bh0Nw3mnM3CecJfFVDWaOaZQ2q0e%2FS%2B%2FxfUgxvPpFwyHAjwYPaJP8YlkYydAxTJEIl0qQ7OoHK%2BW1D9qMAh6weSXe4A%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=AVxigLJce26P0QM2A66g3uruxWWC5bis%2BqLJattkn%2Fv9ZqFBfw95vC9lfa6z5KXrIq1PUOa5OzLli2M4JGwWcox2XrQMbDQhsl2S7Atej9Plrd0ALwUvOUlWvkI3NA6cRz%2Bygl0B5IrduSY9Iy2y9%2BWrYrOn3H7uRe8zVl6ceP3i6NSab3gziGNTBBDMvLDbtO4feeV54mrpRg%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=AVxigLLAu%2Bwxn1MagPAfR2cri%2Bc34i2Ww1EaFap9ES7FGyYyIurhUxc0qF1fWEnXvjG3EcT%2F9V%2F5%2F3M%2Fp4JvFFWattTkIO14yQrixen0vQGhiYno9ae8%2FoDFTc9oPuCsuCzZPsdE%2Bo6%2B2JlVLU5SwsADVGmbOFygBzZbD3P1snGDw63YK1up90zgTS8faQ%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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&webInteractiveContentId=185823046841&portalId=8302174)

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Library

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Our Company

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

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[![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=AVxigLKVUxTTpBQgnI%2FxEe086cPeH2hbyTiHbdEIX1spoTifm%2F3TnmjwtkLXhLc4yxd4EqO5xmvI1OsDTmLQWg7wq0KGL0%2FctFDHwOIjUo%2B86sVctksbHimVr6W%2F%2Fbo987JSD3NC3n%2F81TgwxZZ2sx8HoK3LZ0FH7r9Mgwd6dTfFpAE2yNCc2fPZelH5qdQYj1VQVg%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=AVxigLLMKwmFY8GdqZwqYYlqyLOfFnJXoIGd5bIbd437zeOUk2tHUrXgrhqz7VMppjKra02CJ4mj83M7euRvi1U8RmLtsjMpGBx6Oy3ZA5ggX4UriHeXHjw7Ax%2BMhgabkmKw99xlsA%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=AVxigLLMKwmFY8GdqZwqYYlqyLOfFnJXoIGd5bIbd437zeOUk2tHUrXgrhqz7VMppjKra02CJ4mj83M7euRvi1U8RmLtsjMpGBx6Oy3ZA5ggX4UriHeXHjw7Ax%2BMhgabkmKw99xlsA%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=AVxigLK48ObVANs60%2BdP9czQd3oyAmjZmKqE8HslcwybEtpl0rkCQzsjcrQgiRGAwx6CJzC%2B7GorT680i%2BJPyRPaVJFMq4vLFF6ARVDUE3hQGcG8u23pajEQJlGKpoDgG93b8OJ5TdCBGzmZ4b93uchSx6JQ7z0wL%2F%2FEXDQOKUV8IUTpP66q6fepETFdqcRI%2FbvOvaiLbDOxcqLpZrmZtbDT4g%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=AVxigLIawKu8%2Bo%2FIag8Qdz4Uxa%2B5a8FeSrKQbprfJzOqIvVySXETL5RGyj6O4ic6AD8xp4Km1LK5ibL9B5Cl6sBKS13KmtCIIEJwEyu0XrVkfWI%2B56Tm%2FiX2S5wndQVzPXQIYdkEepyUrAoZr6haBgSpdWpN2DkwsJ%2FYTad8t5lsLp2%2BRTxwALZNUfLlwPIrdFNzvf04KKZpKOlKxw%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=AVxigLKguAY7JmgwKbwpSGg0bhMb%2FNa7UUd34CteilxWc81HyHMmda%2BfFkgYlKjaiGxPg%2Bvgn36Xs1boeHKVof0PzXc6MNcSjkYU%2FDhMlgxkzuEYv0%2F8GPxw7zQeejV0M9hBPs%2F8WDk4kcAEJqGkZFQnk8f82%2Fmh5YWNNNP7kxrICmWcMq0taIoZRN61q1oLkvrbJ%2B9cjNqjvJAf9w%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=AVxigLKqK1jqqLt3Jmzay0LrMzl2lkVIBQzSztIxIBLTjRKiGL2HeimY%2FSYOLyOqrHKAIa4bM7Aey3EjWOhHb5xV6ftzlF3WbiXolpUrwiVMvks1%2BQIZ6ShRcu3imwy9%2B74KxDs5DLsKZYaJkb2ZCbxH%2FXXzMUMH5Hp9mo3MC%2BlZDgvCrri1MPB%2FGZTPKOxhrlPWTik7w%2FtWFdu6nw1%2FjZYdKqA%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=AVxigLIpnpR90oEBouML3hCbEWhPcLGKRLVt0PzA8AdBbq357fid7dgazVWsidp6L78mQ5y4gMhTj4BfHlNaGJH0ujZAoKPhX4xLNAgKoFYkE5oslUAQjUclCMQQOSFq67D1w7FJKgrKt6Hgy%2Byp1mpGi3ttvHLiCUvVg6nz6iCUV3Xqpq8md69yNfOQIUhtHUuu3mlBbFCCON5vNSNdwGU%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=AVxigLJDT9RsOzmTH%2BBXuj8%2B4DDgtymXFVkStLKtnOjsApN6JO%2FnHYmwWpsNmpz9A2FGhBzbf%2B7MZpZFjQtWOCQb7DSW0ZddbO%2BKLacVNPsByLXmQWytQEBkX%2FPyBylokOeSaxARPGWKO3WFlq7ZUZ34gYGID5EMwNBgEqsKnxxvBlpK7XxK4ClnxD7YO685WNCiw6Rkz%2FMi7Ik5njjwOMM0ubW0xA%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=AVxigLIdHZWFpfPxHevcyphueFxUahqpaQstfrA0vTe8DbCunKQJGglnaHnfx9zgPzgKuvdVDk%2Bx9tVbWonc8a0jQcIkf9Nzbgg9z2LNQPZg6vMhmkmvLiZXYslON3L7E3WxkUsph4vQesqMtRixiacW7R6tK92vRc%2B6qCCuU6CSZKQeQAbZp8jX1DoQDA6bsWWyemN0a4Nm1lD6KTdK28mtAzvxQNg%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=AVxigLKOAraZewJWZuWA%2BMl%2FjyZqsX9SOun1b1MR67IsI2KI6NLbM1p9qWu%2F30hvN05xp0ABx4zVoRkzymTGX68rbE9XAx%2BzvNsK9Nh0UVs84bhV6pSupFwGiZvNW1kOYCmtyNQQmTtTkk9yK3zUjIsPKVwWacOsdaHbivob8qarAV6%2BRR%2BB%2FlOesbDQ28D1ALjq2n5QHoAt%2FW0nEDQJnu5yIf0%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=AVxigLL7ZI5lr3bvF818FiKqW8Cc3ffRAkqVwxaCaDaO7fvGywiuGRNA7uzyaJzKYHeReQTrC9oRzhBiC1KnhYGXzOm%2FKskTlBgm2AdhgSUkT5zzcsrhw0d%2F1eqJm%2FzfgoXzXwyZVlAirpec4cIit%2Bl1bHowoFgjimRgRNkV3ZG76wyLBbXC1%2BSfk1sKNAtUhIzz2ptudQEdC8B1wUZU2UUeKA%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=AVxigLJRbAeBNGiJcW9jBbkqPIzVWrtPhvcVbnwEUFoUmqYVmKZm%2B7soEODEm0jwDGVL9zPvIeMCnZefUIJariQxGXAxetiOiE2v6gJJmucv%2Bnj5dggwglmkOoMcXSupxTd0fNoKywHZMXSAmdRZ64PFJM7QNRSpB8sKmRjCECktxyTncsDwxuN%2F1ILA6JRc698qWZuoJ2p3yhKtEfJgF9ORouxGNgUMKcsoSsNIuEh2%2BlcOkQ%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=AVxigLLISEDztAo1IoG4j6ruwSvN8PFiSw5ExBfP5DDyJszAEV5YCBMZH9Cb3xwNOyjTeYlWcn3YEfMtYKFkE0gjDhSTU%2FdT71sI94DvztHIKtHXQ1%2B1KuXkMQA8O36YhiCcSD3oEtOB6qhcRkb1qgEE12nth23d2c86add1%2FaX7MPOAI0l1IaB%2BZW1nE%2FV%2BJAcoKdy2txvfxrcWu0utloU4eNum&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=AVxigLKBau9X9o7jUn0QoLnURY5xi1SZ3RMwSimVX2ayocctuebxHL3pUaS5pXMn%2FK6qHaOC1c%2F70NMGv6%2FOK8y3dsWLXp2dTi8vFOXDQxDkUrWYXVBb164c4SOPfDdN%2FJIp%2BkwHn6FOV7H0BEQaHFv2HlTvpyI1LpUS9oTq71MbVmk%2BlSMZV5nTdwVdnbpvUClsIv5EXEFwf6CmndMttGQoYu8Q8g%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=AVxigLKVLu8nx1up%2Bnh1gu3EFHzhyCUWedBNIrQQ%2FdZzvDx4Xa%2BVs4hYCeV2QKItr7YzSdrdSnSGCUssbeWL6%2BZoGWsmed5ifVXP2faGG%2BnbbBuLUZMoU7gdBT3SXTxGLPw0dZjmT7%2F2f2Ijaky26c1wrG8qHeW89mSllKV3TtBwWFNmX9XZ6Z4iC6mmwu%2FB3HoJNqgqoZynodOaeChp9cLLMreayXpCMIY%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=AVxigLLLmNCnUbC4zc9nndCnGPPeAIQ%2FcqxwfA34QOBZPgMx5H7WFT5ORKJpxqiGdd3FVhv9uQgJfI9Bzyypwbqn%2BRHYDnvGbQgWAR9SQpsrdd0lZ%2BP%2F0Ks2ZhOCYNVkGekNR9ZwRnETC1jzK6sSOiCo50lNrAq86ZRpQmpNWcWcdFJCYEntxOexskQ6M30PK9%2FlOvdEg8dZLee7wRMk5LPjZ%2F4%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=AVxigLLTMs4mibDCsDNj1lAX0FMHj%2FxpJvmhRCoR9Af4wTc8l4PuMVeU0L%2FmM20Lms63gB4RRDs4OMiMskPDo4plW%2B0gOh%2F9cnw8rzRecFX5%2BwiyS8E07AKMJJt2N3WDyX%2FCpFZDmR1qdkelRNzO1Vt%2BeHunZmNi%2BHRzGuqahlhZepDbrXA3%2F6oVMidw6TnjHS1D8qL4YwkjfjppWMw%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=AVxigLJ50nd%2BtAXvOIB8o9n6omdxL7XNtjRTj07KLUB4pSU2k63ns1sPKqnhvtWF2O74IJfcrWTUtrKdtNQioqKXw3qc4seMQXFOnsg0HfVgH%2BGUsjtEY90mSj7ZGPBMgFKndCRhU3ZbAML5j4GCTa%2FmbiQR4REc38FgwDniFzcucCzPTl9fugVL9GA8VqSfZDvcFvdjlA%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=AVxigLKE08QaTwhSxjko4CxawPmycuKrGOXl57JLvJvfQ%2BNE5nC5Rg%2B4hFVN8aTc5XTzz1yxGQraj5mpySIUl1UtTFS9YrybVTADtpRjt6iQL%2BYFPCRyPtlQ75mxUcQ0QMZZx7TNX73JkZag7%2FymUVlao9ocH%2F1wsONE3lcdnaShAJ%2FoFLvj6jXZkYbUWa2RhmAlwzP7&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=AVxigLLWCTVwG9eo3GvvVXE22nOeSrGWrftmr%2BcDLzhqxSLscUNmh9GL4pXZmnbeiinvteMXv20py9Cw8i%2FODyqr2SZ1BmBaaBvkDCvexkJrqI09UZHIUc%2F3nR7jizJ9uB6XjBxnfvddoGcUk4e06%2B2eu14Txm0oeHq2EsZwogKPXkxESoWftSEWWbi2AtGdGma4YWPT%2BAq55W%2BRmw%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=AVxigLJvyXvxl8DsgIyh0e%2BNoEuJRk%2Bm%2BWOebQJWbDx5UirFCXTPQJUVahiom%2Fpq0VrTjk6ED1vDuXetY4u8Lopnv5kwgTyYaFIMBCZ8VU28NPlAY3V9jiy%2BcHXwaobjDM2yUYVrTs8QR5vuLB6WRyThMeWu3FvQkyIpwlZDjYXifOLGj9nKf%2Fhw3ccDG%2FbrGOJw8tyYb9%2FC5s2vPR1h8yuQjkMUthbkf9M%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=AVxigLJeVn310SmiIXTX8PFs6sfQD0h6YkLEKDJDlvAIS3Aj8Hd9u%2BG1NdjnScWH1ip6iAItU9xEuQRcj7m4bxZAey0QxLQ%2FmfSsgUmnO2QBD%2FoRtjW10Re2UShcBXLDQTBv1WyezJCZvVAillwiHu3K6fj9SE3AQrCsoscTHvtQau2Kxn1FfXujnsPXY6sl1cf9G2p%2B6EIX37WGNyyslm3945EEUYmfEGrJaZE%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=AVxigLItKl897byTwVZwJSqdYbk%2FfgSqT5EOT8JmEIN7aJAe%2B4Vk4J1dMAi6WD9jTkgwS5%2FO%2BB6neuTw0%2FAin5jRmQzUbKhBFjwRRsU2lffSsqCJrKF4G3Y0WJamSZ55dJSw6KNz0Rw8T6mQ7o9eSph4LGL%2F4xfcX9n1tHCyI2pUH7Rk67E4pFlrotL%2B21TyCCR%2FD5nkr79JukcSOA6b5bF2qUhdHQ8kPvg%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=AVxigLLWCTVwG9eo3GvvVXE22nOeSrGWrftmr%2BcDLzhqxSLscUNmh9GL4pXZmnbeiinvteMXv20py9Cw8i%2FODyqr2SZ1BmBaaBvkDCvexkJrqI09UZHIUc%2F3nR7jizJ9uB6XjBxnfvddoGcUk4e06%2B2eu14Txm0oeHq2EsZwogKPXkxESoWftSEWWbi2AtGdGma4YWPT%2BAq55W%2BRmw%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=AVxigLKwDPyH6pbDswmNMQMPpCnlHEkYIKoC4zwivgRCbDexHhLhl7H%2BPsMzD26C9hcHuUSS4155mx0jhcoqZRqhTs8TMAeOOoBgra9QOz2yaocuahHSUsi%2BBYMjmCpm2rO1jYgLh7XGejq9XrE5fKaxiUZZ%2Fd3SeEmGaUdQ3t9%2Fa1GKx8Bt8fv1ajtJ5WQ8FfBXm8JQ%2BSkyodMYMwzmTGQ%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=AVxigLJ1eQcgygOq5kTwtbXqStkREloumFP%2BFsVDcqRvFwx7do2jNHQGetcMobeMj2Tub16WINDKqAptdsZaj%2FzmBCfL3JJ%2B0%2BN3P34Jdisfn4gMDsDGvSu%2F4uYwh%2F1U55AIMRRwBFvvFAZpKucOcM9grkUqWwUrAUVVn%2F5kFUxY97TdCA%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=AVxigLLkzbt4amvpiiIMqr1z002uY1wFs3wyxmPeyTbDs7PVP6dD9i3AGBSD9nIdpDd1YUscHrZqdSlPKiGY9j%2FhSSTxMWlQzU%2FouTsIvOmVhWFb7f63cBx8%2F7LyJVAg6Kz%2F9WmHmuG0INoIjx0n3qpVDF3AlrcR5OPPqSrWvS2OnBUXQDfxQ3ZsFlrD%2ByKqmg%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=AVxigLKrGZKHAwXx4Vd1qP13HSqkLooFJaVPi68IU%2BGMjyT0r2IWH0IPpZFiWltG6vW9AtOk3FuOoi5XLvbpyo%2FozCutTH00zLIcimf2M63d6ASHITIgiBV1vVZI1c9Cmh5H6OUfyjwZMWzEthi9%2F3zuBiY9scQ7y6zwfAgLiajC&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=AVxigLJACb08Q0q9HEx5GIt3YA%2F%2Bh%2BHsryWfqV29D%2BR4jvxMpEUEFWlvX2hg168P0k%2Bh34FJQHFjvQDhe9fZIDWjmZZ3rH8GdiC%2Bh0Nw3mnM3CecJfFVDWaOaZQ2q0e%2FS%2B%2FxfUgxvPpFwyHAjwYPaJP8YlkYydAxTJEIl0qQ7OoHK%2BW1D9qMAh6weSXe4A%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=AVxigLJce26P0QM2A66g3uruxWWC5bis%2BqLJattkn%2Fv9ZqFBfw95vC9lfa6z5KXrIq1PUOa5OzLli2M4JGwWcox2XrQMbDQhsl2S7Atej9Plrd0ALwUvOUlWvkI3NA6cRz%2Bygl0B5IrduSY9Iy2y9%2BWrYrOn3H7uRe8zVl6ceP3i6NSab3gziGNTBBDMvLDbtO4feeV54mrpRg%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=AVxigLLAu%2Bwxn1MagPAfR2cri%2Bc34i2Ww1EaFap9ES7FGyYyIurhUxc0qF1fWEnXvjG3EcT%2F9V%2F5%2F3M%2Fp4JvFFWattTkIO14yQrixen0vQGhiYno9ae8%2FoDFTc9oPuCsuCzZPsdE%2Bo6%2B2JlVLU5SwsADVGmbOFygBzZbD3P1snGDw63YK1up90zgTS8faQ%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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&webInteractiveContentId=185823046841&portalId=8302174)

[ 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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKvaVVpljjkPciHfiG3rqVHlp5enK78NGI4Yhbl8hYfZvrnVRREbsoFrFouj%2BdFMwAlQ71SRSjzmM1Fo8or3FADg09UGrUocvY1BRPxrZITH2LiY2plvuF9%2BTsqnkxL3tttv6Tgkxuc1TXap%2BFfND5FhBjCVOnn5SPAJBgR1YWHjQ%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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[ 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=AVxigLKyPPvoqWEbvsZD63nMhPx7ccFUrrH5gZlQX3FKFY4VrsN9XEATW6tMTU%2BAz%2BYvC%2FZu8ObRuaoNsdkguyQ8zW30draXfQGeP5kPL7AHCIKuEo2kwbeFeBvFbSOQzmeLF01rbQdt4uY2sktOFcNOMNmNhbpj1L4LMs%2FDFJFRIrc1&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=AVxigLKVUxTTpBQgnI%2FxEe086cPeH2hbyTiHbdEIX1spoTifm%2F3TnmjwtkLXhLc4yxd4EqO5xmvI1OsDTmLQWg7wq0KGL0%2FctFDHwOIjUo%2B86sVctksbHimVr6W%2F%2Fbo987JSD3NC3n%2F81TgwxZZ2sx8HoK3LZ0FH7r9Mgwd6dTfFpAE2yNCc2fPZelH5qdQYj1VQVg%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)

Tools

# Free Tool: Discover if your business is ready for Industry 4.0 AI + IoT technology.

 Rory McNeil, 06 October 2021

## Discover if you’re ready for Industry 4.0 AI + IoT technology.

There is no doubt that AI + IoT will transform businesses, create new ways of operating, and provide organizations with a competitive advantage. However, to succeed with it, your business needs to be ready to implement it.

Take this short test and see if you’re ready for Industry 4.0 AI + IoT technology, and get your results online as well as a personalised report emailed to you.

[Take the test now.](https://insights.rayven.io/business-ready-ai-iot-1?hsLang=en)

#### Tags

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

#### Author

Rory McNeil

#### Share

<http://www.facebook.com/sharer/sharer.php?u=https://www.rayven.io/blog/free-tool-discover-if-your-business-is-ready-for-industry-4-0-ai-iot-technology> <https://twitter.com/intent/tweet?url=https://www.rayven.io/blog/free-tool-discover-if-your-business-is-ready-for-industry-4-0-ai-iot-technology&text=Free%20Tool:%20Discover%20if%20your%20business%20is%20ready%20for%20Industry%204.0%20AI%20+%20IoT%20technology.> <http://www.linkedin.com/shareArticle?mini=true&url=https://www.rayven.io/blog/free-tool-discover-if-your-business-is-ready-for-industry-4-0-ai-iot-technology>

### Explore further related content:

<https://www.rayven.io/blog/where-can-i-buy-ready-made-machine-learning-algorithms-for-an-industrial-iot-solution>

Blogs

## [Where to buy ready-made machine learning algorithms for IoT solutions](https://www.rayven.io/blog/where-can-i-buy-ready-made-machine-learning-algorithms-for-an-industrial-iot-solution)

 There are several places where you can buy ready-made machine learning algorithms for an industrial application. Some of the most popular options include:[Read More](https://www.rayven.io/blog/where-can-i-buy-ready-made-machine-learning-algorithms-for-an-industrial-iot-solution)

<https://www.rayven.io/blog/the-benefits-of-real-time-monitoring-of-industrial-hvac>

Blogs

## [The benefits of real-time monitoring of industrial HVAC](https://www.rayven.io/blog/the-benefits-of-real-time-monitoring-of-industrial-hvac)

 Industrial HVAC systems are critical components of many buildings, facilities, factories, and industrial warehouses.[Read More](https://www.rayven.io/blog/the-benefits-of-real-time-monitoring-of-industrial-hvac)

<https://www.rayven.io/blog/how-to-implement-real-time-pump-monitoring-and-the-technologies-needed>

Blogs

## [How to implement real-time pump monitoring and the technologies needed](https://www.rayven.io/blog/how-to-implement-real-time-pump-monitoring-and-the-technologies-needed)

 Real-time monitoring of pumps is a critical aspect of industrial plant management. It enables plant operators to detect issues with pumps early and take proactive...[Read More](https://www.rayven.io/blog/how-to-implement-real-time-pump-monitoring-and-the-technologies-needed)

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

<https://www.rayven.io>

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<https://www.rayven.io/blog/free-tool-discover-if-your-business-is-ready-for-industry-4-0-ai-iot-technology#body> 

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