---
title: Custom Light Pollution Monitoring Solutions | Monitor + improve, fast
description: Conquer the challenge of assessing, monitoring and predicting light pollution, so that you can improve decision-making, reporting + compliance, simply.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Solution%20-%20Use%20Case%20-%20Images/Light-Pollution-Monitoring-smaller.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=AVxigLL8I7a3u2iGYN8KxGCsWUAjv0%2BpX55PdiyO00F%2B5L8Nh3e9W7kkTYmJvTuicVVF960dbkH6YkZ7j6zPmmrrzdHARCnxYvev7WdAjFtJjyw0oTHXPThwOW%2FNGYrtW%2BETxvdNGQ%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=AVxigLL8I7a3u2iGYN8KxGCsWUAjv0%2BpX55PdiyO00F%2B5L8Nh3e9W7kkTYmJvTuicVVF960dbkH6YkZ7j6zPmmrrzdHARCnxYvev7WdAjFtJjyw0oTHXPThwOW%2FNGYrtW%2BETxvdNGQ%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=AVxigLIfTMS%2FpTbBfl5qMAVYG9Sr5eBn4hJcw3iDmrsSWjhMXeA0UNFy0RMeTCiyarFBOBLb9MZBoAi7mSXMYesDOIgY6nYxmK7vmhQLZyuVsipJfD7bebZ2oCOl6rnYr0jokVX7X2nkleWcThdZVX2p%2Beo%2Bg0U6PpnAanUMXRjAB%2FDGrm%2BrOWQOqKBMjo%2FtmIT9ySvIGB6b6egPIrW7zh0%2FGA%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=AVxigLKwLNBmNGVxxescbCz4CIYSPvkHNfFIDCL4Ljs7UmP%2Ft4%2FZib%2FY%2BzPeXPUA9bZcQyJJCh3PyWlpByAyfkBSv%2FHxFMhgoI1VTUd24IP1qln8Drl4%2FF4TA4hZbJnLaX0olkTfCkROveMs6yqguhVFBJ8puHzJoUUHZkaqjTd56T5Weoqat8%2B6z6%2B767pkWPQKYyCjxi%2BMRl%2F1sQ%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=AVxigLLQz1dPqXZVMXzgAFFjIEjtWubv6D%2B%2B3%2FOT6DXNmjxnzhXP8hQD1I7gb4oaJbsnn44Uht1tEiTSovstIaLRIdFZcUp3PKzzt0i09G7bai7%2BURsjz8vmVxE0pTeTG%2F48TeZq0Y1b03VbGOPrs3dKjLT7PmKDG8q%2F2ls3e4tU4OuKS8Y4Vmexcm4MnjiPQrLtf%2FnlQOk%2BhnAGJw%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=AVxigLKoctyYG%2FV%2FNKiSvQ3tWA5C2EV6QczYGHI71yD%2BBWPlQpY03BQkWz%2FGPbib%2BdXZHxoGgKY6bsLecKAnfOeUWZPEtudqTKoSB6Qz%2FQKyy3FuRnzKHJ9WgMA6PpbMx8z8BI6iLcBRKp3v8rMWzDa1U0heimXEqVJD0iPjbTMX9bytg%2FDM5kcjdyreU%2Fb6LMvdffdnoYOWXCbwE6zwEfFFHIE%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=AVxigLKACZIn%2BXYGnGeA8jMdMR6FfXebirBSmR0Q25uNQqFOlfHWeuOOTWswu3FN6n374ppYGsrzR4bPCeUZy1VxWkryiaupVPOMdz0z675t6WrmK88QqEsMWKumUg%2BZb1dgnc0%2FAThNJrVhp%2FBmogviW2AzgvKhQg29%2Fg0Uvhn99LRRHImdJKmYRe8uQiFjzs3mOnq6vZwWLFT4MiXAERg%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=AVxigLIWm%2Ff0t9nxaLQpYsZMwH38k6Gthbk2EH08GDf1EJiRNu%2Bxugngru2mBJ%2FX3qyhWVMDClJSRzYu3%2BCCZQtUOy4DOs3IHoXx8NDW85u4VAiLGQBxldUDJ0jin1M2IAPzZISaNQ9H6cyUIGzivs5V814RtdtNQy8e%2BiROWVtIyE%2BgewMxpsuUGatxCsiplEab%2BnbKJxjGuOInKarc6qALJ4GMQA%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=AVxigLISan0jWb3OZIBtOzGkc26HoFrbfzE8OlQXsKzsG2lBdgp%2BjS2QyC0LG1Pur8dg%2Ff0c%2BUuYqerwRPBFMKOsWryiPWQJbl%2BgXSzKYrd1QWEI8N5A6CMC2w9MXfKYK2c3M%2B4rn4s5jmrwWPt80IUARf15RAj4T6Oz7vOLK71pnS5Q4vKwo2gNcK86CZG%2B5fctvunWqp1raqcXP2baftpXK6mhZD8%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=AVxigLKmSTmWIDAUi%2FCNB%2BsS6sYWp1Hw5k3iDIVFX%2FFPiHhc5aWKZMYpgnRZxMvhwe%2B8HWRyojIBjcKpIZckPrGjYJcdy9n9lD3dF7swCVETlRE8YPNKK9%2BUr9OoZhWKolh02eeBwMPGSwwEms%2BRfnrvFO3SNiyEzzUeACuTgcPLtQI81TYt9cAvFIt714eUvJkuCkjJsFcuxvYkkrOWuCe3vVc%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=AVxigLL04CLog5rSJ9Cfx8iKz%2BHfd%2FyV3OzStrqzoEbxdB8ZOM%2B4aaFZAxbnasrJMATdDkI3mA5ZJNW16%2BfrTX626RNMMbtBtGcOPCCd5tfdf5%2FSOhHxVz75gAc65zGR1s0K%2FzKCTFNxgqDYIPLPY05jzjW%2FxYh7Wo0rTGb1ZnURd8eh%2FqPzJCKvL7D%2FDZF16bZjr3nHLi6dPIT24AlJ%2BmZAnQ%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=AVxigLIRHCuucT%2FYVijPmjeZZrUK4PeObHx2r0n5uE%2Bd%2F%2FG4thIWyTaV%2F5XkIco73e1KPkUK5eaDFFc10cfac7BXWkyay%2BY0rtw%2BOkSmxpzn%2F%2Bx%2Fm4H8ufmzrcs96QmEYZn9gkpvr9wzBcDtoUZ7F6dKK2IFIBSkggpXGBeeAXuHM5e7APdBtq2DnHjAg6iBW6tLZdY0OuS0Uzy0%2BIZKnYiRF1%2FNO0gkJp8sVPNrvP8cp58yRg%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=AVxigLLqYOtH%2F6kG%2B0RTiDJSlhflZqFs3ZumRQwizqiwkTyOi6iAKdun5vazjzMR1q%2FnjDsd9KX3uYMtMgjATMq4PUhkWSIItKUaeO4hu0EjIyK%2BPHBkqelrQI9bsde1kp7nD1aQHX1NQ9lOLPAVevsMW9N%2BCBLoOqXBBRdnot9bb9A69a146k0V6XS%2FFoEjSqlmlhsRJohY%2Fjm2E1Xm42LXzcxf&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=AVxigLL2xPotgDSHnUUXK%2FAi0ntM6uhzwNb5en8hLNVKbcgdxhFQ0YMolAlCMmSjiPlPGGPgB9ayPlQWDjxc%2BAhpESEtGl1dRGtihFGoHeQQI7Mg8mkQ3XvtT8TLDMiI6Mk9rc7LgnM1%2F%2FCGFEWPKY8I5%2BUVZisGm60dSbjuBZ1T3wn4h6kjAUZPfufaUfgcXQhrGIzLnPeeqkbbBem7G%2FPN6IPHXw%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=AVxigLLlbaT9tm2xJUJ6b9%2BS1xHsnB7wbkUgcT%2BL6XjJHK%2F2P6qAtO2X5a%2F0EnpGccPtJUxSvUiZDJRjHPP8HPAetFW0f7fr3AYDTjfygnk6Cpez%2Fvufe0ZjGNWbqehmzkLf1yaXXZjrLNrLHQTnhXXpdE3URN%2Bo73GyVvSe2%2FIe2rxnyj7dudlZbm8VA8g6vZrdVfyvjHIdIdQszICDXtiVge8E9IfIoY8%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=AVxigLLL2OF%2Fo7mRp7glfxjKDTp0N0Ly%2BGCUf2e5PSNbNv1UHCCe%2F3%2BmF4nZd%2F3njSLe4wVm5xHAQ2yBpm%2FQpcg0rS2D4vHhE8DJICMQuJTTLVJMiXlHPf6BMfe5xNnvUgGQKTvqrqY0k9reJ9n2vmQja95hQi9PcI22uiKSjUmFLn4S8HjmUeb0oJObjx2Mbrlytf4%2BukSVXCKGEIRi43MpcqU%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=AVxigLKatvUb%2B855e3c0W6C8l%2FvdeLIGhUYJCNkUujoNvN0O8te6nxSNwd28%2FX1CZjBJOVAuPzTWgCYp%2BJV6sONBIypJJxcudnf1ua4g383UlforxLyn%2FtaV%2FAlQWdi4pMkc8A7vmiXRotZLkPZ4zLvL57R%2FocnGRbE1QazF2BqcTgcKoXdCxQipxhyN3zMMq3ZkySqf2%2F%2BmRl%2Bvkuo%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=AVxigLLT1TsLbFzPEjBfD1459h5B3U2zr%2BBeHhhED4Hc%2FqtnZOQnJMZXoODFzXuF8R4fIpersdl4HI8pIsqmDm7tfZ%2Bo4cpk9CJ51jgVHtBmMGlj8lMVY3o3Jl7ZN3u5ge9I8PPson2121w%2FFH8P%2BIc4zYhlAOBmmMYWhqxV1deEtSktHEOo51khxtfUceogXElXNKJJMQ%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=AVxigLKXijrf%2FD46SWVX5Mm7s2GVR3uYMffEVp0z8%2F19RbACNcMbA3Msx61SPwVi2B44ZUB12Y8c4kIYpsTrAE8nrzLTPpLhZvcKQTwkCGPbwHPAqZVNlrCHcDdkWAewgNYOR9OgsebCY60H%2BYr1AaDzv%2B9RR6DmUjWauq4iMEEAtHusLfAjILsfRUQWOy15Au6FTbb0&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=AVxigLJnH7ohXg%2FeD6VRpQlMx6jsH5zyki8ASnsRofmcQwJlnJyCRUCQ1jozROKe1ucYkHonr1czfjyGkhyVDMoW%2F0gFCRqqa%2FTCiQe%2FWMQk%2FMsXM6SqRb3lgXo95BqHRrbP5PJbd0Z%2BfMQAPRoWH26oZF5Uj9F2cKj%2FLdrKg89yf%2FiafnBsfYnwZMlYfqwm64vmIbec0k4qTQrMJw%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=AVxigLLXSwmT2y1iNYOFu%2Byt8xawCWQUOe6rnc70tphwA1bvLZnWQUvU%2BoMTmGBVpfSKADS5u2Do2P%2B6rSBAkHFb2Q19S8eQGXMAhv8DT16gLXdjYvm839jHI%2Bb0%2BZi8C6WKkbVjKDLq0dnRrCaczH1nscR1KZscA%2BqdO67AZqoPGq6s0iQqx6wELzbFaqMvf%2Fei7jMQyRIP4ji2cuwChbZgoHAXSPkp1I8%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=AVxigLLs4sKHuIQNDiDPcX5UwL7lx6%2FrIzEni6saAm7cmrQBmwsuyYMr4UcyHHt9aGB7injjqjMH3vr674P2TT9dY%2BShwJKJJz5tOmrEPLhLoT1TLSsUhOKiimOS3DfTp7NwkHQgWTPTiiX270in3OSf3kwvYm4LRsQWW8zIOM3IVi393Aaf05X8UzvZlg%2FhHfM%2FN9bvLeXmvWw91dtl6a44NignNMKjNMU0bUM%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=AVxigLJX%2Fr6jIXr6qJKhpZ%2BY4k%2B1CHwYk1uQTQfyGkQGkaDO6z0S%2FZDZzgN35LEUtReSb2YBLGGxakxugpuEkys0TXdjxJ2Sps8Bh8Qh4umrTS9Vvb2FDVv6c6wQq%2FrN5M0A8%2FzUDPN7%2BQnONLkm4%2BUZo0e%2BxKuqwVFkjhxuUKQbs62LbmO9U524QF0dYhgc%2BMhbnnD64K2BAYSPE%2FG%2FXw%2FkRijm%2Fz%2BORIY%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=AVxigLJnH7ohXg%2FeD6VRpQlMx6jsH5zyki8ASnsRofmcQwJlnJyCRUCQ1jozROKe1ucYkHonr1czfjyGkhyVDMoW%2F0gFCRqqa%2FTCiQe%2FWMQk%2FMsXM6SqRb3lgXo95BqHRrbP5PJbd0Z%2BfMQAPRoWH26oZF5Uj9F2cKj%2FLdrKg89yf%2FiafnBsfYnwZMlYfqwm64vmIbec0k4qTQrMJw%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=AVxigLK3CMSCpK0cZ8JbZQ59il9yYQjKg7KJoWqq00wnUKFCXE34%2FKVbod7MFqKGjRt%2Bx8JExF4XxosEDSclgSHNGFzGXASgjjN1wa%2BsQIhtOeXl8FIonEsB2%2F6uOsv759%2BvrB9Nv1p7g79IIqhVbkjefxvEPkWlfFKLYfCXlp4CMLdBr3TnFpOTC9iwJ64HOSRcKaERxrdFGbYbQ9s0V80%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=AVxigLL%2BSB8ujGt%2BW%2B%2Bjz8TeIqM%2B1JTqv%2FX4EroDyy1atFCC9NqsNukBT38qnjFecfPEfkONtnKz2pt%2FV8b6MNFKFP3CYEaE%2BZAsaXw5xyxnakTKLTS8CMM8aW2jC5NjwWTqd52wWobI%2FjL9XXG0e2VOiwIjILT%2B006HfQPLk6d18prnGA%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=AVxigLJS9IBEmCncdNdRNQEumo43FVEkoI5q281clwp9H1uKEVHnO%2BkCJoc6XiyTEhcSQySc0aKXryArN6Kraej5nnfcbHmhPOfzYvfI6zuIoimhVuUPxJu3DnHxw6J9xDLNEF1yYcec5e9cXvN70nzxRw0pzc0hlnsPoXS08dutlqBodfVq9dk4kl3iz6L%2Faw%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=AVxigLItcK1141fF11WccQKkj1qn7t2Fd3X7iKqlf4mnqHvsarcY%2FIuNZt5MWA0ImpuD1vAcaHppQjQ%2Fayb3vZHyCErwg6MzH82pgsWITd6T%2B4opxKVV08dKr1x488kvHj5P37v5tAZTuXwMs01XYeMamzM%2B1BpNuneOmV3GWf4r&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=AVxigLI1Gt%2Fy%2F3Qy8G%2F430oUToasq2LL9AixjBI5oyA81JU1kBuEku5PFrfqj2EBlPEzE3fo%2FsShs%2FilX1LScH3nsA9G6vvKHmKkEf%2FlS5LQcQRLKAqvYzt6c%2B8uCrVskyBoNBkf%2BSED5gxZurLG4tjyg7htV4gZD0isvfoXTbe0fNi8VofkvbCJpdUldw%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=AVxigLK9gHZCLuI%2BIUL7CUQxnzX3SSjEgaG0ftMS%2FAPxouwLWQJweywi1dme0d0HFtif7XamDrZ6vrZReLXWwfjdZN%2FnD8TOJgLy8Q%2FxWg7uTUvckj1P7PxiTuxPTDnludHwIwaHmOYt2i285Q9nfpE0ZfNm0Ra6e4SSpVDAhc0oQtoSei1OeQ0NmHHoLzjd38YhucjORBDuDg%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=AVxigLJnFKElyR4wqEfmuAFaSsJFGy5eDEWafi9FKOiUEARooHufvOkP7mDfwisH794ufTPYllQ%2Fkhtk3AaIjpC3TIvbAQ77H0OWhDITTcwIR2nWZX%2BlfiVGH6ZYwe0LT8GwmKl%2BnU0Y02MlE8rUhos5DkpwQZbxp2R3QKSq4R8eEoa%2Fi2uLbB5wbwUR8A%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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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[ 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)

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

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Library

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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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 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=AVxigLL8I7a3u2iGYN8KxGCsWUAjv0%2BpX55PdiyO00F%2B5L8Nh3e9W7kkTYmJvTuicVVF960dbkH6YkZ7j6zPmmrrzdHARCnxYvev7WdAjFtJjyw0oTHXPThwOW%2FNGYrtW%2BETxvdNGQ%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=AVxigLL8I7a3u2iGYN8KxGCsWUAjv0%2BpX55PdiyO00F%2B5L8Nh3e9W7kkTYmJvTuicVVF960dbkH6YkZ7j6zPmmrrzdHARCnxYvev7WdAjFtJjyw0oTHXPThwOW%2FNGYrtW%2BETxvdNGQ%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=AVxigLIfTMS%2FpTbBfl5qMAVYG9Sr5eBn4hJcw3iDmrsSWjhMXeA0UNFy0RMeTCiyarFBOBLb9MZBoAi7mSXMYesDOIgY6nYxmK7vmhQLZyuVsipJfD7bebZ2oCOl6rnYr0jokVX7X2nkleWcThdZVX2p%2Beo%2Bg0U6PpnAanUMXRjAB%2FDGrm%2BrOWQOqKBMjo%2FtmIT9ySvIGB6b6egPIrW7zh0%2FGA%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=AVxigLKwLNBmNGVxxescbCz4CIYSPvkHNfFIDCL4Ljs7UmP%2Ft4%2FZib%2FY%2BzPeXPUA9bZcQyJJCh3PyWlpByAyfkBSv%2FHxFMhgoI1VTUd24IP1qln8Drl4%2FF4TA4hZbJnLaX0olkTfCkROveMs6yqguhVFBJ8puHzJoUUHZkaqjTd56T5Weoqat8%2B6z6%2B767pkWPQKYyCjxi%2BMRl%2F1sQ%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=AVxigLLQz1dPqXZVMXzgAFFjIEjtWubv6D%2B%2B3%2FOT6DXNmjxnzhXP8hQD1I7gb4oaJbsnn44Uht1tEiTSovstIaLRIdFZcUp3PKzzt0i09G7bai7%2BURsjz8vmVxE0pTeTG%2F48TeZq0Y1b03VbGOPrs3dKjLT7PmKDG8q%2F2ls3e4tU4OuKS8Y4Vmexcm4MnjiPQrLtf%2FnlQOk%2BhnAGJw%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=AVxigLKoctyYG%2FV%2FNKiSvQ3tWA5C2EV6QczYGHI71yD%2BBWPlQpY03BQkWz%2FGPbib%2BdXZHxoGgKY6bsLecKAnfOeUWZPEtudqTKoSB6Qz%2FQKyy3FuRnzKHJ9WgMA6PpbMx8z8BI6iLcBRKp3v8rMWzDa1U0heimXEqVJD0iPjbTMX9bytg%2FDM5kcjdyreU%2Fb6LMvdffdnoYOWXCbwE6zwEfFFHIE%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=AVxigLKACZIn%2BXYGnGeA8jMdMR6FfXebirBSmR0Q25uNQqFOlfHWeuOOTWswu3FN6n374ppYGsrzR4bPCeUZy1VxWkryiaupVPOMdz0z675t6WrmK88QqEsMWKumUg%2BZb1dgnc0%2FAThNJrVhp%2FBmogviW2AzgvKhQg29%2Fg0Uvhn99LRRHImdJKmYRe8uQiFjzs3mOnq6vZwWLFT4MiXAERg%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=AVxigLIWm%2Ff0t9nxaLQpYsZMwH38k6Gthbk2EH08GDf1EJiRNu%2Bxugngru2mBJ%2FX3qyhWVMDClJSRzYu3%2BCCZQtUOy4DOs3IHoXx8NDW85u4VAiLGQBxldUDJ0jin1M2IAPzZISaNQ9H6cyUIGzivs5V814RtdtNQy8e%2BiROWVtIyE%2BgewMxpsuUGatxCsiplEab%2BnbKJxjGuOInKarc6qALJ4GMQA%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=AVxigLISan0jWb3OZIBtOzGkc26HoFrbfzE8OlQXsKzsG2lBdgp%2BjS2QyC0LG1Pur8dg%2Ff0c%2BUuYqerwRPBFMKOsWryiPWQJbl%2BgXSzKYrd1QWEI8N5A6CMC2w9MXfKYK2c3M%2B4rn4s5jmrwWPt80IUARf15RAj4T6Oz7vOLK71pnS5Q4vKwo2gNcK86CZG%2B5fctvunWqp1raqcXP2baftpXK6mhZD8%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=AVxigLKmSTmWIDAUi%2FCNB%2BsS6sYWp1Hw5k3iDIVFX%2FFPiHhc5aWKZMYpgnRZxMvhwe%2B8HWRyojIBjcKpIZckPrGjYJcdy9n9lD3dF7swCVETlRE8YPNKK9%2BUr9OoZhWKolh02eeBwMPGSwwEms%2BRfnrvFO3SNiyEzzUeACuTgcPLtQI81TYt9cAvFIt714eUvJkuCkjJsFcuxvYkkrOWuCe3vVc%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=AVxigLL04CLog5rSJ9Cfx8iKz%2BHfd%2FyV3OzStrqzoEbxdB8ZOM%2B4aaFZAxbnasrJMATdDkI3mA5ZJNW16%2BfrTX626RNMMbtBtGcOPCCd5tfdf5%2FSOhHxVz75gAc65zGR1s0K%2FzKCTFNxgqDYIPLPY05jzjW%2FxYh7Wo0rTGb1ZnURd8eh%2FqPzJCKvL7D%2FDZF16bZjr3nHLi6dPIT24AlJ%2BmZAnQ%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=AVxigLIRHCuucT%2FYVijPmjeZZrUK4PeObHx2r0n5uE%2Bd%2F%2FG4thIWyTaV%2F5XkIco73e1KPkUK5eaDFFc10cfac7BXWkyay%2BY0rtw%2BOkSmxpzn%2F%2Bx%2Fm4H8ufmzrcs96QmEYZn9gkpvr9wzBcDtoUZ7F6dKK2IFIBSkggpXGBeeAXuHM5e7APdBtq2DnHjAg6iBW6tLZdY0OuS0Uzy0%2BIZKnYiRF1%2FNO0gkJp8sVPNrvP8cp58yRg%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=AVxigLLqYOtH%2F6kG%2B0RTiDJSlhflZqFs3ZumRQwizqiwkTyOi6iAKdun5vazjzMR1q%2FnjDsd9KX3uYMtMgjATMq4PUhkWSIItKUaeO4hu0EjIyK%2BPHBkqelrQI9bsde1kp7nD1aQHX1NQ9lOLPAVevsMW9N%2BCBLoOqXBBRdnot9bb9A69a146k0V6XS%2FFoEjSqlmlhsRJohY%2Fjm2E1Xm42LXzcxf&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=AVxigLL2xPotgDSHnUUXK%2FAi0ntM6uhzwNb5en8hLNVKbcgdxhFQ0YMolAlCMmSjiPlPGGPgB9ayPlQWDjxc%2BAhpESEtGl1dRGtihFGoHeQQI7Mg8mkQ3XvtT8TLDMiI6Mk9rc7LgnM1%2F%2FCGFEWPKY8I5%2BUVZisGm60dSbjuBZ1T3wn4h6kjAUZPfufaUfgcXQhrGIzLnPeeqkbbBem7G%2FPN6IPHXw%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=AVxigLLlbaT9tm2xJUJ6b9%2BS1xHsnB7wbkUgcT%2BL6XjJHK%2F2P6qAtO2X5a%2F0EnpGccPtJUxSvUiZDJRjHPP8HPAetFW0f7fr3AYDTjfygnk6Cpez%2Fvufe0ZjGNWbqehmzkLf1yaXXZjrLNrLHQTnhXXpdE3URN%2Bo73GyVvSe2%2FIe2rxnyj7dudlZbm8VA8g6vZrdVfyvjHIdIdQszICDXtiVge8E9IfIoY8%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=AVxigLLL2OF%2Fo7mRp7glfxjKDTp0N0Ly%2BGCUf2e5PSNbNv1UHCCe%2F3%2BmF4nZd%2F3njSLe4wVm5xHAQ2yBpm%2FQpcg0rS2D4vHhE8DJICMQuJTTLVJMiXlHPf6BMfe5xNnvUgGQKTvqrqY0k9reJ9n2vmQja95hQi9PcI22uiKSjUmFLn4S8HjmUeb0oJObjx2Mbrlytf4%2BukSVXCKGEIRi43MpcqU%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=AVxigLKatvUb%2B855e3c0W6C8l%2FvdeLIGhUYJCNkUujoNvN0O8te6nxSNwd28%2FX1CZjBJOVAuPzTWgCYp%2BJV6sONBIypJJxcudnf1ua4g383UlforxLyn%2FtaV%2FAlQWdi4pMkc8A7vmiXRotZLkPZ4zLvL57R%2FocnGRbE1QazF2BqcTgcKoXdCxQipxhyN3zMMq3ZkySqf2%2F%2BmRl%2Bvkuo%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=AVxigLLT1TsLbFzPEjBfD1459h5B3U2zr%2BBeHhhED4Hc%2FqtnZOQnJMZXoODFzXuF8R4fIpersdl4HI8pIsqmDm7tfZ%2Bo4cpk9CJ51jgVHtBmMGlj8lMVY3o3Jl7ZN3u5ge9I8PPson2121w%2FFH8P%2BIc4zYhlAOBmmMYWhqxV1deEtSktHEOo51khxtfUceogXElXNKJJMQ%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=AVxigLKXijrf%2FD46SWVX5Mm7s2GVR3uYMffEVp0z8%2F19RbACNcMbA3Msx61SPwVi2B44ZUB12Y8c4kIYpsTrAE8nrzLTPpLhZvcKQTwkCGPbwHPAqZVNlrCHcDdkWAewgNYOR9OgsebCY60H%2BYr1AaDzv%2B9RR6DmUjWauq4iMEEAtHusLfAjILsfRUQWOy15Au6FTbb0&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=AVxigLJnH7ohXg%2FeD6VRpQlMx6jsH5zyki8ASnsRofmcQwJlnJyCRUCQ1jozROKe1ucYkHonr1czfjyGkhyVDMoW%2F0gFCRqqa%2FTCiQe%2FWMQk%2FMsXM6SqRb3lgXo95BqHRrbP5PJbd0Z%2BfMQAPRoWH26oZF5Uj9F2cKj%2FLdrKg89yf%2FiafnBsfYnwZMlYfqwm64vmIbec0k4qTQrMJw%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=AVxigLLXSwmT2y1iNYOFu%2Byt8xawCWQUOe6rnc70tphwA1bvLZnWQUvU%2BoMTmGBVpfSKADS5u2Do2P%2B6rSBAkHFb2Q19S8eQGXMAhv8DT16gLXdjYvm839jHI%2Bb0%2BZi8C6WKkbVjKDLq0dnRrCaczH1nscR1KZscA%2BqdO67AZqoPGq6s0iQqx6wELzbFaqMvf%2Fei7jMQyRIP4ji2cuwChbZgoHAXSPkp1I8%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=AVxigLLs4sKHuIQNDiDPcX5UwL7lx6%2FrIzEni6saAm7cmrQBmwsuyYMr4UcyHHt9aGB7injjqjMH3vr674P2TT9dY%2BShwJKJJz5tOmrEPLhLoT1TLSsUhOKiimOS3DfTp7NwkHQgWTPTiiX270in3OSf3kwvYm4LRsQWW8zIOM3IVi393Aaf05X8UzvZlg%2FhHfM%2FN9bvLeXmvWw91dtl6a44NignNMKjNMU0bUM%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=AVxigLJX%2Fr6jIXr6qJKhpZ%2BY4k%2B1CHwYk1uQTQfyGkQGkaDO6z0S%2FZDZzgN35LEUtReSb2YBLGGxakxugpuEkys0TXdjxJ2Sps8Bh8Qh4umrTS9Vvb2FDVv6c6wQq%2FrN5M0A8%2FzUDPN7%2BQnONLkm4%2BUZo0e%2BxKuqwVFkjhxuUKQbs62LbmO9U524QF0dYhgc%2BMhbnnD64K2BAYSPE%2FG%2FXw%2FkRijm%2Fz%2BORIY%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=AVxigLJnH7ohXg%2FeD6VRpQlMx6jsH5zyki8ASnsRofmcQwJlnJyCRUCQ1jozROKe1ucYkHonr1czfjyGkhyVDMoW%2F0gFCRqqa%2FTCiQe%2FWMQk%2FMsXM6SqRb3lgXo95BqHRrbP5PJbd0Z%2BfMQAPRoWH26oZF5Uj9F2cKj%2FLdrKg89yf%2FiafnBsfYnwZMlYfqwm64vmIbec0k4qTQrMJw%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=AVxigLK3CMSCpK0cZ8JbZQ59il9yYQjKg7KJoWqq00wnUKFCXE34%2FKVbod7MFqKGjRt%2Bx8JExF4XxosEDSclgSHNGFzGXASgjjN1wa%2BsQIhtOeXl8FIonEsB2%2F6uOsv759%2BvrB9Nv1p7g79IIqhVbkjefxvEPkWlfFKLYfCXlp4CMLdBr3TnFpOTC9iwJ64HOSRcKaERxrdFGbYbQ9s0V80%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=AVxigLL%2BSB8ujGt%2BW%2B%2Bjz8TeIqM%2B1JTqv%2FX4EroDyy1atFCC9NqsNukBT38qnjFecfPEfkONtnKz2pt%2FV8b6MNFKFP3CYEaE%2BZAsaXw5xyxnakTKLTS8CMM8aW2jC5NjwWTqd52wWobI%2FjL9XXG0e2VOiwIjILT%2B006HfQPLk6d18prnGA%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=AVxigLJS9IBEmCncdNdRNQEumo43FVEkoI5q281clwp9H1uKEVHnO%2BkCJoc6XiyTEhcSQySc0aKXryArN6Kraej5nnfcbHmhPOfzYvfI6zuIoimhVuUPxJu3DnHxw6J9xDLNEF1yYcec5e9cXvN70nzxRw0pzc0hlnsPoXS08dutlqBodfVq9dk4kl3iz6L%2Faw%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=AVxigLItcK1141fF11WccQKkj1qn7t2Fd3X7iKqlf4mnqHvsarcY%2FIuNZt5MWA0ImpuD1vAcaHppQjQ%2Fayb3vZHyCErwg6MzH82pgsWITd6T%2B4opxKVV08dKr1x488kvHj5P37v5tAZTuXwMs01XYeMamzM%2B1BpNuneOmV3GWf4r&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=AVxigLI1Gt%2Fy%2F3Qy8G%2F430oUToasq2LL9AixjBI5oyA81JU1kBuEku5PFrfqj2EBlPEzE3fo%2FsShs%2FilX1LScH3nsA9G6vvKHmKkEf%2FlS5LQcQRLKAqvYzt6c%2B8uCrVskyBoNBkf%2BSED5gxZurLG4tjyg7htV4gZD0isvfoXTbe0fNi8VofkvbCJpdUldw%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=AVxigLK9gHZCLuI%2BIUL7CUQxnzX3SSjEgaG0ftMS%2FAPxouwLWQJweywi1dme0d0HFtif7XamDrZ6vrZReLXWwfjdZN%2FnD8TOJgLy8Q%2FxWg7uTUvckj1P7PxiTuxPTDnludHwIwaHmOYt2i285Q9nfpE0ZfNm0Ra6e4SSpVDAhc0oQtoSei1OeQ0NmHHoLzjd38YhucjORBDuDg%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=AVxigLJnFKElyR4wqEfmuAFaSsJFGy5eDEWafi9FKOiUEARooHufvOkP7mDfwisH794ufTPYllQ%2Fkhtk3AaIjpC3TIvbAQ77H0OWhDITTcwIR2nWZX%2BlfiVGH6ZYwe0LT8GwmKl%2BnU0Y02MlE8rUhos5DkpwQZbxp2R3QKSq4R8eEoa%2Fi2uLbB5wbwUR8A%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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

### Overview

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

**

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

**

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

**

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

**

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### We Partner With

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

**

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

**

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

**

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

**

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

**

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

**

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

**

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[ 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=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

### Library

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

**

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

**

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLodqU5sjJsn3CxMODywqo%2F6zFtR1ujSFjQlccl8fMOrBHRn6a%2BBfEkEkqiay%2Boy6pzkCeIsBkyvd4UCd6iVYY3Xs1su9FHtwo6dSqilkGeawyBWVVZ4TqBwxk%2BrPnwBo9PCig328tvJUAzK2kDt1TQTLQOSoZcQ2nsSOTOg644&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJmGOsBE13AAwFDhzxmxmA1Ma3O%2FY6%2FLVGsCBIJ4P3OD4%2FkM2E70swzjgamKbt3YyPtHTYNydUC%2F3wpoHuONNvGnz7BAirW6pzuk32qUi%2FXNfqd9E5PjEZQlGhvmLIpKPFPlHKL5qcSbz2fImhF8Ri1tTmhRCinIwDYJLtIqBA9dw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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

**

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLE7MYs%2F3BKltS5WZs%2BjaxnC22NnfnBNoYk7YncJ5zDTFi18GAgGOjkTCEGYPsEYwlSXmheltJ7HYz1snPM7CqPnEJOsls0%2FrMOPS8QpQCuUR88as5FMjDB3zTKaXj8Yvn9ge8wgaqD6lnoh3RjmJ3%2BqEcVQTi0ho7gTCrJJmbZMrtugbs6xOr9Cpnmb1ukRA%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

# Light Pollution Monitoring Solution

## Monitor levels in real-time, mitigate breaches + leverage AI, simply.

We rapidly create and deliver custom Light Pollution Monitoring solutions for industry, fast + affordably.

## Better assess light pollution and make decision-making + compliance effortless with a custom, real-time solution.

Conquer the challenge of assessing, monitoring + improving light pollution, simply.

Using our [Rayven platform](https://www.rayven.io/platform) and proven solution templates; we integrate in-field devices, systems + assets to deliver real-time and predictive insights to the people who need them, anywhere.

With universal integration, machine learning, automation + AI built-in; a Rayven solution helps you to monitor + maintain a safe, healthy, and compliant environment, simply.

![brightness-80a](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/brightness-80a.png?width=80&height=80&name=brightness-80a.png "brightness-80a")

## Remote, real-time light monitoring from anywhere

Monitor light levels, spectrum, intensity + sources across sites, simply. Integrate multiple data sources and sensors to get the complete, real-time view, anywhere.

![alarm-grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/alarm-grey.png?width=80&height=80&name=alarm-grey.png "alarm-grey")

## Set thresholds + trigger alerts: make compliance simple

Set-up thresholds and trigger alerts. Use automation + control to alert employees, shutdown machinery, and mitigate breaches.

![Dashboard-Grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/Dashboard-Grey.png?width=80&height=80&name=Dashboard-Grey.png "Dashboard-Grey")

## Build interactive dashboards + drill into performance

Build custom dashboards to explore performance. Interrogate sources, analyse the different factors that contribute to light, and spot trends hidden in Big Data.

![Future-grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/Future-grey.png?width=80&height=80&name=Future-grey.png "Future-grey")

## Add custom AI + universal automation

Our solution enables you to utilise inbuilt predictive analytics with your own and third-party data to predict outcomes and enable you to prevent compliance breaches.

![interoperable-blue](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/interoperable-blue.png?width=80&height=80&name=interoperable-blue.png "interoperable-blue")

## Fits all existing hardware + technologies

Our light pollution monitoring solution will integrate with any machinery, system, hardware, sensor, technology, or data repository - guaranteed.

![Environment-Performance-Grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/Environment-Performance-Grey.png?width=80&height=80&name=Environment-Performance-Grey.png "Environment-Performance-Grey")

## Monitor more: add noise, weather, dust - anything

Incorporate different in-field sensors to develop a complete, real-time view of environmental performance + enhance predictive modelling.

## How Rayven works with you to deliver, fast.

## Why we're faster, better + lower cost.

**Don't start from scratch:** we balance customisability + capability with speed and long-term support.

70%

### Ready-to-go from the start.

The Fragmented Enterprise Stack.

![Integration](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Integration-mulesoft.webp)Integration

![Storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/storage-snowflake.webp)Storage

![Streaming](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Streaming-Confluent.webp)Streaming

![Workflow](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/workflow-zapier.webp)Workflow

![App Dev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Other%20Pages/Bubble-alt.png)App Dev

![Data Lake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Data-Lake-Databricks.webp)Data Lake

![Visualization](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Visualization-PowerBI.webp)Visualization

![IoT / ML](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/IoT-ML-AWS.webp)IoT / ML

![Security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Security-Crowdstrike.webp)Security

→

Security, Governance + Hosting

Presentation / UI Layer

Execution Layer

Data Layer

Integration Layer

↑  ↑  ↑

Your Systems + Infrastructure

IT Systems · OT Systems · IoT · Data Streams · Files + Data · Third-Party

One platform with the capabilities of multiple technologies - united, ready + managed for you.

30%

### Customised for you.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/AAMG-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Inventrory-Optimisation-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Market-Tracker-Solution-500.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Workspace/AI-Ready-Flow%20WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Conversational-Analytics-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Custom-Analytics-Solution-WebP.webp)

Built for your needs - no bloat, no consultants, no lock-in.

### How Rayven creates your solution in weeks:

After onboarding and a thorough discovery process with you and your team, we'll utilise our tried and tested solution delivery model.

![Custom-Integration-New-Blue](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/New%20Blue/Custom-Integration-New-Blue.png?width=90&height=90&name=Custom-Integration-New-Blue.png "Custom-Integration-New-Blue")

### 1: We connect to what you already use

Asset systems, site tools, safety platforms, plant data, sensors, project tools, files - whatever you use - united. No rip-and-replace.

![All-in-one2](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/New%20Blue/All-in-one2.png?width=90&height=90&name=All-in-one2.png "All-in-one2")

### 2: We make your operational data usable

All your data is cleaned, stored + made available within Rayven, so that all your teams and systems have access to it.

![design](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/New%20Blue/design.png?width=90&height=90&name=design.png "design")

### 3: We build the logic, dashboards + alerts

We create the things you'll need, from custom UIs and reports, through to the logic, AI and automations that deliver it.

![data-flow-grey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/New%20Blue/data-flow-grey.png?width=90&height=90&name=data-flow-grey.png "data-flow-grey")

### 4: We run it, add capabilities/AI + scale

We don't just deliver it and forget; we'll support your use with 24/7 support, updates + work with you to develop your solution.

- ![Siemens](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Siemens-logo-300.webp)
- ![ABB](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ABB-logo-300.webp)
- ![Rockwell Automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Facility%20Management/Facility%20Management%20Tech%20Logos/Rockwell_Automation_logo-300.png)
- ![Honeywell](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Honeywell_logo-300.webp)
- ![Schneider Electric](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Schenider-electric.png)
- ![EcoStruxure](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ecostruxurelogo-300.png)
- ![AVEVA](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Aveva-logo-300.webp)
- ![GE](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/GE-logo-300.webp)
- ![Emerson](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/1200px-Emerson_Electric_Company.svg.png)
- ![IBM](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Mining/Mining%20Tech%20Logos/IBM-logo-300.webp)
- ![OSIsoft PI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/OSIsoft-logo-300.png)
- ![Ignition](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/IgnitionLogo-300.png)
- ![Hitachi](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Hitachi-logo-300.png)
- ![Samsara](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Samsara-logo-300.png)
- ![CAT VisionLink](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/CAT-VisionLink-logo-300.png)
- ![Komtrax](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Komtrax-logo-300.png)
- ![Teletrac](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/teletrac-secondary-logo-300.png)
- ![Trimble](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Trimble_Logo-300.png)
- ![Xylem](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Construction%20+%20Infrastructure/Construction%20+%20Infrastructure%20Tech%20Logos/Xylem_Logo-300.png)
- ![Taggle](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Taggle-logo-300.png)
- ![Itron](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/itron-logo-300.png)
- ![Landis+Gyr](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/landis-gy-logo-300.png)
- ![Elster](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Elster-logo-300.webp)
- ![Fiix](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/fiix-logo-300.webp)
- ![MEX CMMS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Facility%20Management/Facility%20Management%20Tech%20Logos/MEXLogo-300.png)
- ![Damastra](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Damastra-logo-300.png)
- ![SAP](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/SAP-logo-300.webp)
- ![Oracle](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Mining/Mining%20Tech%20Logos/Oracle-Logo-300.webp)
- ![Microsoft Azure](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Azure-60.webp)
- ![AWS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/AWS-60.png)

## Rayven [connects with any IoT device, system + asset you already use](https://www.rayven.io/platform/integration).

Discover **1,228+ pre-built connectors** + a custom integration framework to connect ANYTHING else.

- ![Microsoft 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/microsoft365-logo-300.png)
- ![AWS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/AWS-60.png)
- ![Microsoft Azure](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Azure-60.webp)
- ![Salesforce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Salesforce-60.png)
- ![HubSpot](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/300/HubSpot-300.png)
- ![SAP](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/SAP-logo-300.webp)
- ![Oracle](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Mining/Mining%20Tech%20Logos/Oracle-Logo-300.webp)
- ![NetSuite](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Netsuite-Logo-60.png)
- ![Xero](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Xero-300.png)
- ![MYOB](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/300/MYOB_Logo-300.png)
- ![QuickBooks](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Facility%20Management/Facility%20Management%20Tech%20Logos/QuickBooks-300.png)
- ![ADP](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/ADP-logo-300.png)
- ![Workday](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Workday-60.png)
- ![DocuSign](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Docusign-300.png)
- ![Slack](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Slack-300.png)
- ![Gmail](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Gmail2020-300.png)
- ![OneDrive](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/OneDrive-logo-300.png)
- ![Outlook](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/Outlook-Emblem-300.png)
- ![Excel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Excel-logo-60.png)
- ![Jira](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Jira-300.png)
- ![Power BI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Power-BI-300.png)
- ![Tableau](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Tableau-Filter.png)
- ![Databricks](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/databricks-logo-60.png)
- ![Snowflake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Snowflake_Logo-60.png)
- ![PostgreSQL](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Integration%20Pages/Logos/Postgre-SQL-60.png)
- ![OpenAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/OpenAI-Logo-300.png)
- ![Claude](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Claude_AI_logo.png)
- ![Google Gemini](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Google_Gemini_logo.png)
- ![Stripe](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Stripe-300.png)
- ![Cisco Meraki](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Cisco-Meraki-primary-logo.png)

## Give us 30 minutes + we'll map your solution and delivery timeframe:

Book a 1-on-1 call with one of our Australia-based experts to jump-start your project.

![sourceforge-100H](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/sourceforge-100H.png?width=80&height=91&name=sourceforge-100H.png "sourceforge-100H")

![Capterra-100H](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/Capterra-100H.png?width=165&height=54&name=Capterra-100H.png "Capterra-100H")

![Software-Advice-100H](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/Software-Advice-100H.png?width=148&height=60&name=Software-Advice-100H.png "Software-Advice-100H")

![top-business-software-100H](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/top-business-software-100H.png?width=80&height=70&name=top-business-software-100H.png "top-business-software-100H")

![slashdot](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/slashdot.png?width=80&height=90&name=slashdot.png "slashdot")

![GetApp-100H](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Referrers/GetApp-100H.png?width=120&height=81&name=GetApp-100H.png "GetApp-100H")

![Rayven-team](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Headshots/Contact-Us-Team-1.png?width=440&height=102&name=Contact-Us-Team-1.png "Rayven-team")

## Why Rayven costs less than enterprise solutions.

Businesses of all shapes and sizes need powerful systems, but not the cost and chaos that come with traditional enterprise software.

Rayven delivers the same outcomes as multiple, expensive enterprise technologies, but with a radically lighter footprint + much, much faster.

[Speak to us today to find out more.](https://www.rayven.io/iot-solutions/light-pollution-monitoring-iot-solution#)

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/infinity.png)

### Everything you need in one platform.

Integration, storage, data processing, automation, AI + apps: one platform.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/ownership.png)

### We own, build + run our own technology.

No resellers or third-party mark-ups; new capabilities are aligned to you.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/costumer.png)

### Delivered for you by our specialists.

We design, build, deploy + support - no need for developers or consultants.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/NEW-A/zoom-in.png)

### Start small then scale, infinitely.

Start small, expand across sites + teams without engineering or lock-in.

FREQUENTLY ASKED QUESTIONS

## Light Pollution Monitoring - your questions answered

### What is a Light Pollution Monitoring IoT solution?

A Light Pollution Monitoring IoT solution uses photometric sensors and real-time data to continuously measure artificial light at night across outdoor environments. Rayven's [IoT platform](https://www.rayven.io/iot-platform) centralises light level data, tracks trends over time, and supports environmental impact assessments and licence compliance reporting for councils, mining operations and infrastructure projects.

### What parameters can a Light Pollution Monitoring solution measure?

The solution measures illuminance (lux), luminance, sky brightness (in magnitudes per square arcsecond), light spectrum and colour temperature. Sensors can be deployed across site boundaries, sensitive receptor locations and reference points to create a comprehensive spatial picture of light impact.

### How does IoT light monitoring support planning and compliance?

The platform creates a continuous, timestamped record of light levels at all monitored locations. Automated reports can be generated to demonstrate compliance with development conditions, environmental licences and dark-sky protection commitments, replacing manual spot-check measurements.

### Can the solution integrate with existing lighting control systems?

Yes. Rayven's [Integration Layer](https://www.rayven.io/platform/integration) connects to lighting management systems, SCADA platforms and smart street lighting controllers. Measured light data can trigger automated dimming, curfew schedules or alert notifications when light levels exceed agreed boundaries.

### How quickly can a Light Pollution Monitoring solution be deployed?

Most clients go live in 2-12 weeks. Rayven's pre-built environmental monitoring components handle the majority of the build, with sensor placement, threshold configuration and reporting formats customised to your specific site and compliance requirements.

### Can the solution monitor multiple sites or large geographic areas?

Yes. The Rayven platform supports multi-site and area-wide deployments, aggregating light data from sensors across kilometre-scale areas into a single dashboard. Sensors communicate via cellular or LoRaWAN, enabling deployments in locations without fixed network infrastructure.

### What alerts can be configured for light level exceedances?

Threshold-based alerts can be configured per sensor location, per time period (e.g., after-curfew limits) and per regulatory boundary. Alerts can be delivered via SMS, email or push notification, and can trigger automated lighting control responses to reduce light output immediately.

### What industries and projects use Light Pollution Monitoring solutions?

Light pollution monitoring is used by mining and resource operations, local councils, renewable energy projects, construction sites, sports facilities, airports and observatories. Any project with planning conditions or environmental obligations related to artificial light at night benefits from continuous real-time monitoring.

### How does real-time light data improve environmental decision-making?

Continuous monitoring replaces periodic manual surveys, providing objective data for environmental impact assessments, community consultations and regulator reporting. Historical trend data demonstrates whether mitigation measures are effective, enabling evidence-based decisions about lighting design changes.

### How does Rayven's solution cost less than enterprise light monitoring alternatives?

Rayven charges a flat subscription with no per-sensor fees, uses pre-built environmental monitoring components to reduce implementation time, and avoids specialist consultancy mark-ups. Automated reporting further reduces ongoing labour costs. [Book a demo](https://www.rayven.io/book-demo) to discuss your requirements.

Join the Shift

## Discover the easy way to do something new.

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

[Book a free assessment →

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

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

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

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

<https://www.rayven.io>

- Solutions 
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<https://www.rayven.io/iot-solutions/light-pollution-monitoring-iot-solution#body> 

![](https://px.ads.linkedin.com/collect/?pid=2581828&fmt=gif)

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