---
title: "Real-time OEE solution: improving manufacturing performance, simply"
description: Boost manufacturing efficiency with Rayven's real-time OEE solution, providing accurate insights + user-friendly interfaces for seamless team adoption.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Case%20Study%20Images/Use-case-OEE.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=AVxigLITYxBzRpbvQyQLNhqs6zLClRaFqFnPP%2Fq%2FlMBzNsMSDOLixmhTbga7A8DcXKGdnUGST9ZBGkhQK3VjMUJb562dbGJW6nlQ137RNRVU4mle4jypSrCPCRJM2AVm8%2FJajPYcQQ%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=AVxigLITYxBzRpbvQyQLNhqs6zLClRaFqFnPP%2Fq%2FlMBzNsMSDOLixmhTbga7A8DcXKGdnUGST9ZBGkhQK3VjMUJb562dbGJW6nlQ137RNRVU4mle4jypSrCPCRJM2AVm8%2FJajPYcQQ%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=AVxigLLmZkaYdyrOucL2Dgm6caI%2BBhdlhEri%2Bj01ODeiUcRaYJo7TkVHRXbLP4ctO3rrccuSODPb6RT6LFr0tY82vllFirCQmwgaBTmaCbZbBUj4dQ3LL3mEQ7hwzvEU7NVW1AqLOHc7vQNbc9PA1rhBPW%2F2lVnolqy1dKTOiOtUsdM1jhTysgg4FpcKwjkvdWeiT7bM1vhv8rilagbNFQSuAQ%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=AVxigLIXU%2Bpm2Hlax5rs4z8%2BFukpgk%2F5zmYaA2S6aq%2F%2Bx2zPpNzFjS2CRSHR5RU7ekRAu%2Fzeyv2N5STW%2FD5Nfwm2DiTcEh%2FbSc3nwjQMBsuQByVEp0YHC7%2FnafeJyPEJgcDRchJZmcZcarK2HGK2WCYdTFatnAcZIrDmiTWLTTqllzncVM2eAO2LpJuSBHCBrYpls4yMcVqhL56d1w%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=AVxigLJKe3h%2FVQnbkkbuj0HTssvtycmoyjTUAG6KaolzeoULXNmgQHOogy7J%2BwWsMtnfMSoMPgJeF01SUU5DzhW0YBr4llFdFlRZzawFFIoYeBTfu8zojOIlsWvQ30nNnroUBokltnAieDEs3pzWO8o4TIulFDq25%2B6223MvZ1hjlAJlMzKYKenIrLl2%2FQqjXpgB2yUSIHvQr%2Bh75Q%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=AVxigLKZfUcspg%2BzmWj91N3FvyCXg2lQADFh%2BWL%2BJSfwULyigdkiNErxm8yFCH9Cg6UbdZpk%2Bh%2BNPRgV6aYdjKIlhpV1nWn3JKGWpHW%2Bw%2BqcSFGPE76C17qbRR8CEZFtTKLezsJ7KL5grZ%2F8XjTApI7n9lP%2B62PDJXEgXZglbKgvGC7oBQKqAo7HXNJnYyNgXbdz9MtUARiWJ02QMMjYACD5KMM%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=AVxigLLXbsBHx7x5nD2kuj08evnlFBF%2FGUfrYCDwbSkaGmpLlx7uK1Gpt0OxhtroZBrq6V8pR4N8y1Q6Vv9wXB2l61Yi68P%2BcPW3uKqsEggiIORhRqr%2FCuK3hNrjUpr%2Fm9bUz2gUQnp7Nx9o7X2KP19h4Mv6VZWXVbOwHaKF62Prcb0UtYFbPAIN1eHbIzB2M%2Fzq0fMhOiVMV39iU%2BHJVlQ%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=AVxigLJvb40H%2B6l8%2BGChKndFaxIi8mJy2tRT7yTDmC0GpVy5Eb9xEelMAPPc1p3xHk4hNc6%2BplqRdsDolzN4NSK0GPeh%2Bflv11WFCB6TNbDNZaQ72bHjivcnJzC5rjiCUyTNsNYqEIaT0GDpuyiCNyfwykjRULmFjUCVw7gsqwmJRqhAlL11JvPVF%2FzhV0isX2JBZND2ICJw%2FUF%2BkcPvlPr6GHdGQg%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=AVxigLIq5X0KLWeAmxlR67gewE3IErgOG4vpV6yOCDdsw8OuVQIkSL6k76j%2FNo5swiySXvwtLNrnzGo%2BuYvcoVU5xU7P73GLcv00BcMmJSPHmLcxM%2Fnjvei4JOVz4EVLHVovcSok0GYbsVRDv9hgm7G9PyUsv5n%2Bp%2BfaOQDqcpJAM7C97Arn1sgITmgCifGAK%2FuHg2sFZKn0RJ6Q3VEUkzlUIJOUfWc%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=AVxigLJ%2BRyzYh0fK%2FqMk6A1aLPsaI482ERvUN1oBWIZdwrl8VIshriuYuNR4WyNYPB3FVWulsKOYAyszIq4em%2BulVSK0ZYxPpJqIKy7B9tF3Le2NeMw1IZnh6S2n%2FoJQCBCpypjaIH%2BheBTrYCLkCumESHjhwDYw4dm2P3DB%2FXRq0wGXHfWEbgVNzMwBbDzXaPEMssqiMrIFD7aa4Jx21rrPB2o%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=AVxigLI0Zo7Zmpi7%2BhieqkrXRXJyNbNXkv8yd%2FSujr1Js9J%2FcZeFtyS%2FiG%2BT5%2Fj%2ByZxzG4Pl6liZXV0O0iMidiFJ4BhB%2BX4vLidRhfqnIQmecbKNCGREjEZOD2C51CcwPsIuN16CFyIAaRLsuDUijLaIu8pcaPgzXmkHMBLne%2B4fFqJBPtWMZnK%2BPvkuLigBeftGq9v5BvECIQiTzXg0PGEQKA%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=AVxigLIe6ZeOFKu30mjxnIhxa%2BHj0LM0q4iCjpX4LqBmxr0izRdnWX9k%2BVhH9WRSfgGivcmWsewRjIKqeLFTriynVoaXCpJao0%2FGvO1jv2u0NbfKFlA1%2FWlAj0o15CFRbHM8yo46LBGwhMmXfoX4LS6CiZHr7plA5%2FiXz5KtiBKcpB%2FKGenKOKXaYAKfWC1rwHDJH4NihXMddzeshbLYLbzXR7lCb4PevLD%2BQTdqYXeSugXslg%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=AVxigLJHdlIN4OfXbbDB4YvT6iu7%2B9FE1Lt0l5B1kOvLb2zMJHsDWu6T%2BZ%2B1JUnAcaSEGpx48ToyTz8upheqIrxDDEXBtR%2BdvH61DIPaALaq6JP%2B%2Bn7U7pSaTAQJpm0%2FnmtaTY3TsJdDGfGo4aniF227Ks4GYwFtO4L31KMAijKouaxauDlqmjHPhbrgM9yvSOkVGcSz0DqLMIf1oFKVdhhTRdOj&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=AVxigLLHoChBKoY5VAEgB%2BDTE48wDP6%2Fj7OOTy1Sfk73tVkWRFCftgA%2F0fr%2Fz5CO73qVz6Cm%2FRBFEdOd0yt0s6n9TRNjXA4KP4qK8hRsLC%2B6dTgJx9yfmwXt36svHdrOfDSioEtMDMpdyaPVn1oE2QLLZPf%2BhI7uXsMrGjglK%2BXWZkriAoGVy%2Bb3KXepOaTsj1DTUeWfmSYtcohdo95PZPa3i5b58w%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=AVxigLK8PEBnb8LVOeIIYIadh8rzi7Ho%2B9Ex2cyslDvlfd19Pdck2Qv5tBVr2rLUWGK7pQBdKpv%2BrO%2FQTh325o9jjxS3EEF7uv7R7cQJZ1BzgUKI3X3q4s8b1py9utuPx%2BrXlW32tCGwyGlQ2sR7yrvKRryVvGzd3AGI873taRWtG%2FQk8EwiJOXcgbr%2BLCWXXRX5Zdob12Dm6enyhgXsXOewxN%2BSAS9rA2w%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=AVxigLLU111VCkUwxznr2x2S6gZwi8GYZBd9UlkalCW18Inzv4q04KnEqhbO7DkBVtamZardUFM4yXzblCc55ACP13R6FPBA0dCk9vIm36gCaIFmUlgip09PC2MUr1%2F1FEGwynjX9daJzRXhXrC3MEKesG4ovKWRCZhspYSi7t6JdSoXIDJ2W%2FUGi91vWDz5YZJ%2Br9VW44dLAlQlu3auBfc3%2B5M%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=AVxigLIRTrFB0dP3vpG3knuRSq1HGn1wgp1mI2fY0NJcfbL5awywx63LWwLfSL57IFuTsjSJlnTais%2Fuvwbh7g%2BrjnykqW9zGombToFQ9a3D9R5mhCdGsYUVhKISzR0BSXxfHgl2s7szz7iN6BhvPtw8o2fpCkeHBzQKXveMCCnjGMqXQCw6B2CictQfjBCOG45RxhD2G3XSJA4Re1k%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=AVxigLIc2H%2BLbV6znTt6ZP1neOiYMXI7bvcim6VgrTyN8YRkyaRMQHEPBjrMhjNVCroyf9CGyU9m8eOR9XgMUWx3hDeMo2R346QdAHFcZTQyutwCQrfsU8j%2BTR%2BnP4SlAppc%2FvwPVW5wAuHScUddeLqfHLq8bXVSGkbqzXH7RJJezSOgUduKVi0OqDkcd%2BnIykxKuMLpBA%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=AVxigLJI1Gu75JtKc24Pw2R%2FxnmYjwr%2FMWLdwkG4xELh7Hd9YB8dB%2F2zLJwUh%2FVW7AvmBcOMVxaepbL9C0kjtAHc13A4UCRUyljc66GEoKmQdKfxI3ykheZvwlDTc2bVJnbgO8s77375Lc%2Bi2QZvpZosVXumqs3i%2BtecF5P1KVtGqt6Ie7asA5Htl6fv7xpGdsZy6Uqe&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=AVxigLJk0CcMCVnzcyVNu5f6g4LROgGdqsP35thFjteGar2V%2Fa8Q8eCdYtHalpGQ50nSfgxoudFicy%2FG9OSzIGEa3J4wX6wzqXhKlJ%2FAfyvHEAajFJ1fHC%2FiDK2%2BOBwcCzvqvCbmnl3rHHPyq3GbUyT7UqLHYVTnAct%2BOPSv%2FRnDIyvK9vahLYjQI6Gdr%2FbvBL6Unif6zjX%2FnlvvhA%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=AVxigLIbJwk%2BVnHej9H7MjEUC%2FkCaZWt2m5wVomSKAyUp2KKcBK8yZzeNkOGzFl5%2BisJH5ySvHUtxbkRvewfH78wCSYxVAq8OCskPGkCQaZ6uEg8M%2F%2FSpUH9bolokfm%2FzoorGhmjXZRqqatzXPXhm3yGiSMhhP5Ld7FvW6WzlmSNQVuB0J%2FepmoawGt8hnIcdz66tPJAu3Q6ETBr8c49vkVdGK6FLZVRGDM%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=AVxigLIUQGqJdgLNDAfD8TED236PbfBWIdr3skUOugbAZvSBXBi1LDZPMXGGgpF0ZsE9qjGrOop15Ngx41xzZ1NkIeOuFMeItrBI4Bw%2FV1HcQ7z4V2iPytgBY8pSCMWhzyhv%2BP7Dxahkvl%2BMS8oTl8z9odzC7bRPpcYJKDeNWp9S3eRGwdXnC81C1GaVJBPfG0DTdu0IOfD4fMG48Rd05WazENFd2K3xMGtIADw%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=AVxigLIu3dBAVCNKyyxrEjuSIaJRfh5j%2FNn%2BoMMAs76F6waZssBDorwf6xq5o%2Fk0wqIAKXmACOJ3NORQ%2FH0exu7sZI34OXh0HfP%2Fqlvm4qo03SR5FmeU7L5HivSh9V0f8QggE2lMm4KYYu2ow4BA14Vkr%2Fu8xLxB3ctsn99o13qdcRwLmqlkUHX%2Fvz7kUHjaIc1LK6I1GCvHg7oY%2FWarBS9iZyIqrUgVI0A%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=AVxigLJk0CcMCVnzcyVNu5f6g4LROgGdqsP35thFjteGar2V%2Fa8Q8eCdYtHalpGQ50nSfgxoudFicy%2FG9OSzIGEa3J4wX6wzqXhKlJ%2FAfyvHEAajFJ1fHC%2FiDK2%2BOBwcCzvqvCbmnl3rHHPyq3GbUyT7UqLHYVTnAct%2BOPSv%2FRnDIyvK9vahLYjQI6Gdr%2FbvBL6Unif6zjX%2FnlvvhA%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=AVxigLLSfYlAf48GRj2qC%2BeeJYUVHvaGoADiyPsbcbDwsjtIn4QRjNEm1MeUGxFw%2F2etmyn1aYPgCmXfhOP9z87pZcnmOz5Xvn7KGu3QUrKMHJZSH%2FY8LwvAk%2BY88yhBJkdA5gYJCsdAHJU76sm6zUdvl8ceJBO4SXbfe1e5fHQl%2BQqDVHgiyg%2BGpTX2p7KnF5VzV9bZCPqGDkQjDgUddls%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=AVxigLJm6WA7lqZHqz5qvOXNz6%2FrOegD3%2BpWUsqONmbtMjFobWK6%2BzNqTAuceWMPs7u1PxDfBJel41wU6gp9eN2ui34t6YhjSL42OzrPYlI5Nnvre4IACjX%2BBE%2BGWjiMOUHzglLYtw3MUAXxUO%2BQG0xalxDW1QupqLxEVr9e4pSx8xXJXA%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=AVxigLJG57nEQbZGBqm7mp3fhgnoOzyh80E%2B1VoxqUzJTks4YXUB1AnSsOcT0yA2FiZs1tZlL3pi2GyRGu7gUn1hcaaONq1ASG2QG2uzhBd1GQRep7zuJ%2Ba%2FRZSIrhAluXomoxIyJwCgXGB6j4lrC%2FFcPHcqtaPj%2FejEQToyo2DAbjSiNZZOnhoRtKhc6w%2BJPQ%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=AVxigLJ1ZMogNMIbZszRWSnGP63U33vfeVGW3vwJbznrP2vbxbbtDcXtDkrQLe21Hj8mdjApEZIcTIvEnp%2BS55O5m6WXt3ULqQG%2FzYNPK8zjyWptHkfrwfAFtYur0jF6CIi47J4wN2JWAsMxFpVJvR6cTFreI4%2FwOt0LDg2Xsmu4&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=AVxigLL53ki3ItUw7OprSQZeeWNEmUWNqEnkKjOZtcq7mZZuTM%2Bo%2BiuMKwLAmeP7SFX7dSXcTkcTsfEIaUNpBhvWwdeAAOgrrbR%2FMH3Sa6r%2BCAYzhot4jjwUihg9idTMBC4sqwpxUXHnZHRuuYsc1E3vRX8nGXLSNX1YLYBcACJSOdKvkSl%2BAX3A0Qf8zQ%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=AVxigLLxlzQT9Qx42GDrZzj8N1GtL8z%2ByQmahXeCjCyaBqD5Twh0omcYLD7y3UozL6QBB%2Bhelj2NEx%2FbIAl3MBkdcss6yfrl91ixAC8YD6rEkpWvTKQ5k96VB7uF8znyR8heC4OzT24HpdHvFySy3N0WCI4E8VYpL%2BO9gGIOpkAuwPGjixEE1vmQe3%2FJBtbiffUOrWDW6HTJTw%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=AVxigLL%2BrU01LZNx2coXrdLvy7qNhEXNflIFHWhZ35vOhxQ3w57SPlNfdOnox4SC5JNyBRyaGRCWLfDwCpz48sCQA1%2FqL4YQW7zjcEV4%2B5IwpcAdXxA9CEmTawuFncWvmzqWKtpElSRdbs4HewsfbocykjdHa6puhSAKTuPIDwIVRXZUebQetgKO5gBT2A%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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLKbENB25SC9m%2BS6F3lo19rpXe4Ub1hmpKQqhCODiy%2BhR2f4SCcjt0b1nnd14Z%2BRTrtJHA2H0GC70%2B9DG3Z1ENJRj6j%2BJauPqZERNAahipHeIEssBqiFhb%2BUXrVUQkZ3jEjv9T4o28ijbapDQ8VFkCTqLbmxVy9JHIbUeDtgtoh4aBepcKfK0rSsvi%2FarKb9Ow%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=AVxigLITYxBzRpbvQyQLNhqs6zLClRaFqFnPP%2Fq%2FlMBzNsMSDOLixmhTbga7A8DcXKGdnUGST9ZBGkhQK3VjMUJb562dbGJW6nlQ137RNRVU4mle4jypSrCPCRJM2AVm8%2FJajPYcQQ%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=AVxigLITYxBzRpbvQyQLNhqs6zLClRaFqFnPP%2Fq%2FlMBzNsMSDOLixmhTbga7A8DcXKGdnUGST9ZBGkhQK3VjMUJb562dbGJW6nlQ137RNRVU4mle4jypSrCPCRJM2AVm8%2FJajPYcQQ%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=AVxigLLmZkaYdyrOucL2Dgm6caI%2BBhdlhEri%2Bj01ODeiUcRaYJo7TkVHRXbLP4ctO3rrccuSODPb6RT6LFr0tY82vllFirCQmwgaBTmaCbZbBUj4dQ3LL3mEQ7hwzvEU7NVW1AqLOHc7vQNbc9PA1rhBPW%2F2lVnolqy1dKTOiOtUsdM1jhTysgg4FpcKwjkvdWeiT7bM1vhv8rilagbNFQSuAQ%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=AVxigLIXU%2Bpm2Hlax5rs4z8%2BFukpgk%2F5zmYaA2S6aq%2F%2Bx2zPpNzFjS2CRSHR5RU7ekRAu%2Fzeyv2N5STW%2FD5Nfwm2DiTcEh%2FbSc3nwjQMBsuQByVEp0YHC7%2FnafeJyPEJgcDRchJZmcZcarK2HGK2WCYdTFatnAcZIrDmiTWLTTqllzncVM2eAO2LpJuSBHCBrYpls4yMcVqhL56d1w%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=AVxigLJKe3h%2FVQnbkkbuj0HTssvtycmoyjTUAG6KaolzeoULXNmgQHOogy7J%2BwWsMtnfMSoMPgJeF01SUU5DzhW0YBr4llFdFlRZzawFFIoYeBTfu8zojOIlsWvQ30nNnroUBokltnAieDEs3pzWO8o4TIulFDq25%2B6223MvZ1hjlAJlMzKYKenIrLl2%2FQqjXpgB2yUSIHvQr%2Bh75Q%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=AVxigLKZfUcspg%2BzmWj91N3FvyCXg2lQADFh%2BWL%2BJSfwULyigdkiNErxm8yFCH9Cg6UbdZpk%2Bh%2BNPRgV6aYdjKIlhpV1nWn3JKGWpHW%2Bw%2BqcSFGPE76C17qbRR8CEZFtTKLezsJ7KL5grZ%2F8XjTApI7n9lP%2B62PDJXEgXZglbKgvGC7oBQKqAo7HXNJnYyNgXbdz9MtUARiWJ02QMMjYACD5KMM%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=AVxigLLXbsBHx7x5nD2kuj08evnlFBF%2FGUfrYCDwbSkaGmpLlx7uK1Gpt0OxhtroZBrq6V8pR4N8y1Q6Vv9wXB2l61Yi68P%2BcPW3uKqsEggiIORhRqr%2FCuK3hNrjUpr%2Fm9bUz2gUQnp7Nx9o7X2KP19h4Mv6VZWXVbOwHaKF62Prcb0UtYFbPAIN1eHbIzB2M%2Fzq0fMhOiVMV39iU%2BHJVlQ%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=AVxigLJvb40H%2B6l8%2BGChKndFaxIi8mJy2tRT7yTDmC0GpVy5Eb9xEelMAPPc1p3xHk4hNc6%2BplqRdsDolzN4NSK0GPeh%2Bflv11WFCB6TNbDNZaQ72bHjivcnJzC5rjiCUyTNsNYqEIaT0GDpuyiCNyfwykjRULmFjUCVw7gsqwmJRqhAlL11JvPVF%2FzhV0isX2JBZND2ICJw%2FUF%2BkcPvlPr6GHdGQg%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=AVxigLIq5X0KLWeAmxlR67gewE3IErgOG4vpV6yOCDdsw8OuVQIkSL6k76j%2FNo5swiySXvwtLNrnzGo%2BuYvcoVU5xU7P73GLcv00BcMmJSPHmLcxM%2Fnjvei4JOVz4EVLHVovcSok0GYbsVRDv9hgm7G9PyUsv5n%2Bp%2BfaOQDqcpJAM7C97Arn1sgITmgCifGAK%2FuHg2sFZKn0RJ6Q3VEUkzlUIJOUfWc%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=AVxigLJ%2BRyzYh0fK%2FqMk6A1aLPsaI482ERvUN1oBWIZdwrl8VIshriuYuNR4WyNYPB3FVWulsKOYAyszIq4em%2BulVSK0ZYxPpJqIKy7B9tF3Le2NeMw1IZnh6S2n%2FoJQCBCpypjaIH%2BheBTrYCLkCumESHjhwDYw4dm2P3DB%2FXRq0wGXHfWEbgVNzMwBbDzXaPEMssqiMrIFD7aa4Jx21rrPB2o%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=AVxigLI0Zo7Zmpi7%2BhieqkrXRXJyNbNXkv8yd%2FSujr1Js9J%2FcZeFtyS%2FiG%2BT5%2Fj%2ByZxzG4Pl6liZXV0O0iMidiFJ4BhB%2BX4vLidRhfqnIQmecbKNCGREjEZOD2C51CcwPsIuN16CFyIAaRLsuDUijLaIu8pcaPgzXmkHMBLne%2B4fFqJBPtWMZnK%2BPvkuLigBeftGq9v5BvECIQiTzXg0PGEQKA%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=AVxigLIe6ZeOFKu30mjxnIhxa%2BHj0LM0q4iCjpX4LqBmxr0izRdnWX9k%2BVhH9WRSfgGivcmWsewRjIKqeLFTriynVoaXCpJao0%2FGvO1jv2u0NbfKFlA1%2FWlAj0o15CFRbHM8yo46LBGwhMmXfoX4LS6CiZHr7plA5%2FiXz5KtiBKcpB%2FKGenKOKXaYAKfWC1rwHDJH4NihXMddzeshbLYLbzXR7lCb4PevLD%2BQTdqYXeSugXslg%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=AVxigLJHdlIN4OfXbbDB4YvT6iu7%2B9FE1Lt0l5B1kOvLb2zMJHsDWu6T%2BZ%2B1JUnAcaSEGpx48ToyTz8upheqIrxDDEXBtR%2BdvH61DIPaALaq6JP%2B%2Bn7U7pSaTAQJpm0%2FnmtaTY3TsJdDGfGo4aniF227Ks4GYwFtO4L31KMAijKouaxauDlqmjHPhbrgM9yvSOkVGcSz0DqLMIf1oFKVdhhTRdOj&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=AVxigLLHoChBKoY5VAEgB%2BDTE48wDP6%2Fj7OOTy1Sfk73tVkWRFCftgA%2F0fr%2Fz5CO73qVz6Cm%2FRBFEdOd0yt0s6n9TRNjXA4KP4qK8hRsLC%2B6dTgJx9yfmwXt36svHdrOfDSioEtMDMpdyaPVn1oE2QLLZPf%2BhI7uXsMrGjglK%2BXWZkriAoGVy%2Bb3KXepOaTsj1DTUeWfmSYtcohdo95PZPa3i5b58w%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=AVxigLK8PEBnb8LVOeIIYIadh8rzi7Ho%2B9Ex2cyslDvlfd19Pdck2Qv5tBVr2rLUWGK7pQBdKpv%2BrO%2FQTh325o9jjxS3EEF7uv7R7cQJZ1BzgUKI3X3q4s8b1py9utuPx%2BrXlW32tCGwyGlQ2sR7yrvKRryVvGzd3AGI873taRWtG%2FQk8EwiJOXcgbr%2BLCWXXRX5Zdob12Dm6enyhgXsXOewxN%2BSAS9rA2w%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=AVxigLLU111VCkUwxznr2x2S6gZwi8GYZBd9UlkalCW18Inzv4q04KnEqhbO7DkBVtamZardUFM4yXzblCc55ACP13R6FPBA0dCk9vIm36gCaIFmUlgip09PC2MUr1%2F1FEGwynjX9daJzRXhXrC3MEKesG4ovKWRCZhspYSi7t6JdSoXIDJ2W%2FUGi91vWDz5YZJ%2Br9VW44dLAlQlu3auBfc3%2B5M%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=AVxigLIRTrFB0dP3vpG3knuRSq1HGn1wgp1mI2fY0NJcfbL5awywx63LWwLfSL57IFuTsjSJlnTais%2Fuvwbh7g%2BrjnykqW9zGombToFQ9a3D9R5mhCdGsYUVhKISzR0BSXxfHgl2s7szz7iN6BhvPtw8o2fpCkeHBzQKXveMCCnjGMqXQCw6B2CictQfjBCOG45RxhD2G3XSJA4Re1k%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=AVxigLIc2H%2BLbV6znTt6ZP1neOiYMXI7bvcim6VgrTyN8YRkyaRMQHEPBjrMhjNVCroyf9CGyU9m8eOR9XgMUWx3hDeMo2R346QdAHFcZTQyutwCQrfsU8j%2BTR%2BnP4SlAppc%2FvwPVW5wAuHScUddeLqfHLq8bXVSGkbqzXH7RJJezSOgUduKVi0OqDkcd%2BnIykxKuMLpBA%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=AVxigLJI1Gu75JtKc24Pw2R%2FxnmYjwr%2FMWLdwkG4xELh7Hd9YB8dB%2F2zLJwUh%2FVW7AvmBcOMVxaepbL9C0kjtAHc13A4UCRUyljc66GEoKmQdKfxI3ykheZvwlDTc2bVJnbgO8s77375Lc%2Bi2QZvpZosVXumqs3i%2BtecF5P1KVtGqt6Ie7asA5Htl6fv7xpGdsZy6Uqe&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=AVxigLJk0CcMCVnzcyVNu5f6g4LROgGdqsP35thFjteGar2V%2Fa8Q8eCdYtHalpGQ50nSfgxoudFicy%2FG9OSzIGEa3J4wX6wzqXhKlJ%2FAfyvHEAajFJ1fHC%2FiDK2%2BOBwcCzvqvCbmnl3rHHPyq3GbUyT7UqLHYVTnAct%2BOPSv%2FRnDIyvK9vahLYjQI6Gdr%2FbvBL6Unif6zjX%2FnlvvhA%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=AVxigLIbJwk%2BVnHej9H7MjEUC%2FkCaZWt2m5wVomSKAyUp2KKcBK8yZzeNkOGzFl5%2BisJH5ySvHUtxbkRvewfH78wCSYxVAq8OCskPGkCQaZ6uEg8M%2F%2FSpUH9bolokfm%2FzoorGhmjXZRqqatzXPXhm3yGiSMhhP5Ld7FvW6WzlmSNQVuB0J%2FepmoawGt8hnIcdz66tPJAu3Q6ETBr8c49vkVdGK6FLZVRGDM%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=AVxigLIUQGqJdgLNDAfD8TED236PbfBWIdr3skUOugbAZvSBXBi1LDZPMXGGgpF0ZsE9qjGrOop15Ngx41xzZ1NkIeOuFMeItrBI4Bw%2FV1HcQ7z4V2iPytgBY8pSCMWhzyhv%2BP7Dxahkvl%2BMS8oTl8z9odzC7bRPpcYJKDeNWp9S3eRGwdXnC81C1GaVJBPfG0DTdu0IOfD4fMG48Rd05WazENFd2K3xMGtIADw%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=AVxigLIu3dBAVCNKyyxrEjuSIaJRfh5j%2FNn%2BoMMAs76F6waZssBDorwf6xq5o%2Fk0wqIAKXmACOJ3NORQ%2FH0exu7sZI34OXh0HfP%2Fqlvm4qo03SR5FmeU7L5HivSh9V0f8QggE2lMm4KYYu2ow4BA14Vkr%2Fu8xLxB3ctsn99o13qdcRwLmqlkUHX%2Fvz7kUHjaIc1LK6I1GCvHg7oY%2FWarBS9iZyIqrUgVI0A%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=AVxigLJk0CcMCVnzcyVNu5f6g4LROgGdqsP35thFjteGar2V%2Fa8Q8eCdYtHalpGQ50nSfgxoudFicy%2FG9OSzIGEa3J4wX6wzqXhKlJ%2FAfyvHEAajFJ1fHC%2FiDK2%2BOBwcCzvqvCbmnl3rHHPyq3GbUyT7UqLHYVTnAct%2BOPSv%2FRnDIyvK9vahLYjQI6Gdr%2FbvBL6Unif6zjX%2FnlvvhA%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=AVxigLLSfYlAf48GRj2qC%2BeeJYUVHvaGoADiyPsbcbDwsjtIn4QRjNEm1MeUGxFw%2F2etmyn1aYPgCmXfhOP9z87pZcnmOz5Xvn7KGu3QUrKMHJZSH%2FY8LwvAk%2BY88yhBJkdA5gYJCsdAHJU76sm6zUdvl8ceJBO4SXbfe1e5fHQl%2BQqDVHgiyg%2BGpTX2p7KnF5VzV9bZCPqGDkQjDgUddls%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=AVxigLJm6WA7lqZHqz5qvOXNz6%2FrOegD3%2BpWUsqONmbtMjFobWK6%2BzNqTAuceWMPs7u1PxDfBJel41wU6gp9eN2ui34t6YhjSL42OzrPYlI5Nnvre4IACjX%2BBE%2BGWjiMOUHzglLYtw3MUAXxUO%2BQG0xalxDW1QupqLxEVr9e4pSx8xXJXA%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=AVxigLJG57nEQbZGBqm7mp3fhgnoOzyh80E%2B1VoxqUzJTks4YXUB1AnSsOcT0yA2FiZs1tZlL3pi2GyRGu7gUn1hcaaONq1ASG2QG2uzhBd1GQRep7zuJ%2Ba%2FRZSIrhAluXomoxIyJwCgXGB6j4lrC%2FFcPHcqtaPj%2FejEQToyo2DAbjSiNZZOnhoRtKhc6w%2BJPQ%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=AVxigLJ1ZMogNMIbZszRWSnGP63U33vfeVGW3vwJbznrP2vbxbbtDcXtDkrQLe21Hj8mdjApEZIcTIvEnp%2BS55O5m6WXt3ULqQG%2FzYNPK8zjyWptHkfrwfAFtYur0jF6CIi47J4wN2JWAsMxFpVJvR6cTFreI4%2FwOt0LDg2Xsmu4&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=AVxigLL53ki3ItUw7OprSQZeeWNEmUWNqEnkKjOZtcq7mZZuTM%2Bo%2BiuMKwLAmeP7SFX7dSXcTkcTsfEIaUNpBhvWwdeAAOgrrbR%2FMH3Sa6r%2BCAYzhot4jjwUihg9idTMBC4sqwpxUXHnZHRuuYsc1E3vRX8nGXLSNX1YLYBcACJSOdKvkSl%2BAX3A0Qf8zQ%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=AVxigLLxlzQT9Qx42GDrZzj8N1GtL8z%2ByQmahXeCjCyaBqD5Twh0omcYLD7y3UozL6QBB%2Bhelj2NEx%2FbIAl3MBkdcss6yfrl91ixAC8YD6rEkpWvTKQ5k96VB7uF8znyR8heC4OzT24HpdHvFySy3N0WCI4E8VYpL%2BO9gGIOpkAuwPGjixEE1vmQe3%2FJBtbiffUOrWDW6HTJTw%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=AVxigLL%2BrU01LZNx2coXrdLvy7qNhEXNflIFHWhZ35vOhxQ3w57SPlNfdOnox4SC5JNyBRyaGRCWLfDwCpz48sCQA1%2FqL4YQW7zjcEV4%2B5IwpcAdXxA9CEmTawuFncWvmzqWKtpElSRdbs4HewsfbocykjdHa6puhSAKTuPIDwIVRXZUebQetgKO5gBT2A%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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLKQg0yMRzdPoTF1tnTH3oDJ2%2BJ%2FyNl5%2B02LS7Lil8buZV7dLmtck9qTdqcZtMoyvhYIEWlBLpzn9BKO1W2jQa2LM1j9WdjwEGqjrF%2FU%2FJ83dlsQnWFa%2BlF2mawFchMvMnUktbI%2BJOINX4RyunldRNw5h%2BQgrz1j2kt7b3l%2F5Qrq4g%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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&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=AVxigLI%2BFmnzYC8Gyk2zMQYCogfMfaWXje8wJsEIi1U8qgBPRx%2FXjZhB%2FShSxYeMSs94g1kVFAgJ2NBXJefMYeS6XCJlEbvklS3DkWV2PdzUFTJPZ0LqJE6Tp4d%2FPsEsk59bTNrnlE2yMMLEYd6gu3tHCURoR7kGg5QeLBzoU5XMSIqJ&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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![Real-Time-OEE-smaller](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Solution%20-%20Use%20Case%20-%20Images/Real-Time-OEE-smaller.jpg)

# Real-Time OEE Solution: improving output in the food & beverage sector.

### **The problem.**

Measuring OEE accurately, consistently and at any given moment can be incredibly difficult for manufacturers.

What’s more, getting entire teams to embrace new methodologies and tools is not easy, so it needs simple and friendly interfaces and careful planning to drive change on the factory floor – which is where Rayven’s Real-time OEE solution can help.

### [![Asset-Intelligence-Web-Banner](https://www.rayven.io/hubfs/Rayven_January2023/Images/Riverina-Fresh-website2.gif)](https://insights.rayven.io/riverina-fresh-transformation)

## Real-time OEE solution: understand + improve output in real-time.

### **The solution.**

Overall Equipment Effectiveness (OEE) measures the six big causes of lost production, providing organisations with an overall measure of asset utilisation. The problem is, measuring OEE accurately, consistently and at any given moment can be incredibly difficult for manufacturers.

That’s why Rayven came together with the client’s continuous improvement team to implement a Real-time OEE solution (built on our [Rayven Platform](https://www.rayven.io/rayven-platform)), to monitor their OEE in real-time, providing a custom view for the causes of loss and web tools for the people on the factory floor to enter the reasons for downtime. This would enable them to establish an accurate OEE baseline calculation, and then identify and implement both reactive and proactive enhancements, fast.

Defining what data to collect is critical.**  
**In order to create a Real-time OEE solution that can provide the insights needed to increase OEE, we started by identifying the key metrics required to measure them. In this solution it included:

1. Hourly and daily targets
2. Machine status
3. Shift schedules
4. Real-time throughput
5. Downtime reasons
6. Production schedule.

Initial goals of the Real-time OEE solution.**  
**The first goals of the real-time OEE solution were to focus on connecting to a range of data sources on the factory floor. This included installing proximity sensors and PLCs to track movements of product along the production line without interfering with the proprietary controllers, and ERP to have visibility around shifts schedules and production targets. All of this data was to be collected in real-time and sent to the Rayven Cloud where it would be compared with the data from the factory floor to ensure data quality and integrity. This would deliver the following solution features:

1. Monitoring of critical operational data received from the equipment via a web-based and mobile system
2. Device management monitoring of PLCs and Gateways that are in place
3. Ability to define business logic to reach the organisation’s OEE rules
4. Provide alarm and alert notifications via email or SMS messages when there was downtime, or when OEE below target
5. Deliver real-time OEE metrics on iPads on the factory floor as well as the capability to input downtime reasons
6. Connection with the ERP system to collect daily targets and shift schedules
7. Test the application, making sure all of the above goals are met, based on the below solution architecture:![OEE-Diaram](https://www.rayven.io/hs-fs/hubfs/Rayven_January2023/Images/OEE-Diaram.jpg?width=900&height=499&name=OEE-Diaram.jpg)

 

### **Before setting the solution live, we tested four critical aspects of the Real-time OEE solution:**

Security.**  
**Our [Rayven Platform](https://www.rayven.io/rayven-platform) is built with security as a top priority and our proprietary security architecture ensures that data is secure at all points of the environment.

The real-time OEE solution includes data encryption in transit from device-to-cloud, as well as device authentication; security (Bearer) tokens; SSL, AES and RSA encryption; as well as additional device security checks done via automated polling.

Connectivity.**  
**Once the proximity sensors were installed and connected to PLCs, a Wi-Fi connection to a 4G Gateway proved to be the best solution. The combination of a secure and encrypted transmission path together with a dedicated, direct connection (that eliminates the need to connect to the factory’s network) meant that a fast and secure connection could be established without the need to involve IT.

Data integrity.**  
**Once connectivity was established and data started flowing consistently to the Rayven Cloud, the next important process was to validate that the data from the factory floor matched the data being processed in the [Rayven Platform](https://www.rayven.io/rayven-platform). In addition, all of the business logic and calculations were tested to ensure that decisions would be made based on reliable, accurate information

Industrial data science.**  
**The objective of exploratory data analysis was to observe trends in the data and compare them with what was happening on the factory floor, which included:

1. Real-time OEE by shift, day, line, and product
2. Dual and target shift production displayed as pitch charts
3. Cost of downtime
4. Shift efficiency, based on targets and shift comparison
5. Reasons for downtime trends, by shift, day, line, and product.

### **What’s next?**

After providing initial insights, optimisation alterations were made accordingly and the factory is now in the planning phase to expand the real-time OEE solution to additional lines and into three other facilities, with the goal of providing a cross-facility view for senior management.

## Data sources used to deliver our real-time OEE solution.

New and existing data was used to create the custom applications and business insights that come from our Real-time OEE solution.

![Data sources used to deliver OEE Dynamix - our Manufacturing OEE AI + IoT solution.](https://www.rayven.io/hubfs/Rayven_January2023/Images/feature-2.png)

Proximity sensors

PLC

ERP

Energy meter

Shift schedules

Human-entered data

## Key features of our Real-time OEE solution.

All of these features were customised to fit the customers specific business objectives through our Real-time OEE  solution, but it's very easy to adjust and set-up your own goals using our solution.

##### Real-time throughput

Display actual output in continuous real-time displays on the shop floor or head office. Compare actual vs. planned with real-time pie charts.

##### Real-time OEE

Monitor OEE continuously in real-time from any location. Identify problems early and act while production is still running.

##### Reasons for downtime

Record every downtime event automatically and record additional operator inputs on an HMI or iPad. Assess problems in real-time or analyse by shift, line, day product etc. as part of your continuous improvement program.

##### Operator feedback

Operators can see where production stands vs. targets in real-time charts and color-coded numerical displays.

##### Alerts and notifications

Receive immediate alerts by Andon, SMS, or email when production or OEE falls below threshold.

##### Production schedule

Use the built-in schedule tool to identify when shifts start and end, when planned maintenance or breaks are scheduled.

![Understand your OEE in real-time with OEE Dynamix.](https://www.rayven.io/hubfs/Rayven_January2023/Images/manuf-drinks-small-AdobeStock_141806480-wide.jpg "Understand your OEE in real-time with OEE Dynamix.")

## The business outcomes from Rayven's Real-time OEE solution.

##### ![Reduced downtime](https://www.rayven.io/hubfs/Rayven_January2023/Images/fault.png) Reduced downtime

Any unplanned stoppages reduce your output or force you to work overtime. Understand the causes of downtime and drive uptime improvements.

##### ![Increased yields](https://www.rayven.io/hubfs/Rayven_January2023/Images/warehouse.png) Increased yields

Understand the causes of yield losses and rework so that you can drive the continuous improvement of your production lines.

##### ![Better energy efficiency](https://www.rayven.io/hubfs/Rayven_January2023/Images/energy-saving-1.png) Better energy efficiency

Change energy from an overhead to a direct cost by comparing real-time energy consumption with output. Learn how stoppages, changeovers and breaks all drive energy waste.

##### ![Improved quality](https://www.rayven.io/hubfs/Rayven_January2023/Images/order.png) Improved quality

Quality defects can be isolated by location on a line, providing you with information vital to quality improvement actions.

##### ![Increased ROA](https://www.rayven.io/hubfs/Rayven_January2023/Images/manufacturing.png) Increased ROA

OEE helps you to drive uptime and throughput on each and every line, helping you to maximise your ROA.

##### ![Better staff engagement](https://www.rayven.io/hubfs/Rayven_January2023/Images/smile.png) Better staff engagement

By placing data in the hands of your staff and engaging them in the collection of it via easy-to-use tools, you’ll improve engagement in continuous improvement and drive better outcomes.

![The business outcomes from Rayven's Manufacturing OEE AI + IoT solution.](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_202816039-webwide.jpg "The business outcomes from Rayven's Manufacturing OEE AI + IoT solution.")

## Did you know?

#### Custom

###### Pricing & plans

Simple, fair pricing that scales with your business model.

#### Unlimited

###### Integrations

OEE Dynamix integrates with any asset, device or system.

#### 4 Weeks

###### Until solution-live

Create a custom solution in weeks not months.

#### Scalable

###### Infinitely

Easily expand, grow, and adapt your solution for future use cases.

Join the Shift

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