---
title: Safety Barrier Monitoring Solution | Rayven
description: Improve road safety with real-time safety barrier monitoring solution, ensuring timely maintenance and efficient monitoring to minimise delays.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

[![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=AVxigLIjsZugCiA9RYmP2XmDb8IKIp8YihIGNAGh2utQsc9trWVtP4wdQ4SForfnVqSO9bR%2B8JxvBQfQtPXZFKM8%2BiP0%2FDn1slvaFZrAObvDz%2BXVArgEnIXJaFmfGBPZD20RuwIrtg%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=AVxigLIjsZugCiA9RYmP2XmDb8IKIp8YihIGNAGh2utQsc9trWVtP4wdQ4SForfnVqSO9bR%2B8JxvBQfQtPXZFKM8%2BiP0%2FDn1slvaFZrAObvDz%2BXVArgEnIXJaFmfGBPZD20RuwIrtg%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=AVxigLLFgcZg4ZEzX2vgqDjeRUHkP25jEE3NkNOYqxT89iNy1%2BsdOwWNebkKJQNcxbJ6OAGyISYMN%2FB6o5kGzcLa3pOyudCPAEGGYynQGTX5iJH6w8qd5kGT0c9OBtoFYF3YOBnA%2B6Fhrxim%2BtRlBhbGbGaWU%2Fj3BL7yfvGKMyrNDbbb8oAJEKf01ZEE5FfpUEQYVK5gp0MSlj%2Fz%2FdWjOclF3w%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=AVxigLLfyQRE%2Bw0FKGL4SdGupjLm6X9IrL%2FOc537uluMoiSq3b80F239y47uGKPPpZ7MW95dzDWBEG7WHr3nhqRgcu9tzOg0GHpqFO7QKRqJFJlFO1y49QSBLoEX6w%2FBW%2BTfA5WddebT7F70xMivO37beNwkN6jA5hsQfIu4E096tPM1LqUy53lf9kIA4hol36r2iDWELq75uNaigQ%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=AVxigLJAI6W5Zt3VeUfL%2BOM9nfZx%2F%2BbQXeL7LmlPwPkfWifxC8P5HHtxDjdMjG35hB31zBX4Lcf5Rn41h86eutgZzvF6gIuf%2Bj8Tzudadyx1V1fj0jCJ4G1o9Z%2BRWR4sKeYPKBbITKzNK8nWef%2FUPey7Ao1nVJuvAgT0FLPW1oBiHOZLaP9FMoyQo1SB2jwpsiA1yH2bPid5U4co7Q%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=AVxigLJ3S4mYMpdOZHULck140wOgcnxzsQRhEU7%2FaMXqMPmXpZCrNGjm%2FLjXUfXUcjLqJ%2F%2BDBA4xKWqdWVpWgvYbt1DVI0u8FqN0dQh%2FgotFa2vt%2BIP7aIIAfVQocfOnQCQyW9b0EJh5CgHOVxbO%2BQuazmScZ%2BhhQnZWRaEcSs8pCVyNZ9IbV45u5pBN5kFET561oQECzdKS11tyVjj8XvCbm3w%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=AVxigLK9nQgZk%2Fo6l3ivVkCEm41tovatn1XfQEEPISMEeJvPPNgyoLcVbkNLEvBkY1QNckUnpWmgtkJyGBzv91OOGx3PowOSwxa4aXdLc9bdnvuMnYXcJ6TF4JVzIWKf2jW1tdf%2BHvTaE4xo%2F3vb24acBqiML8S%2BSPTwIFcZdua96pHcdiT3Fvw11so%2B5pxTwQ92si5VAP505mWFQVKuRk4%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=AVxigLLC6D67FgDUyOAWm9U%2BLJl7C1CfvYKcb53lkZmmDOsb1yYpT9diHHCrg7RzPNUHSQa93GPBNAmmiBoOSgUpPHedFWECiDHflQPsPs5NUlnJMbZNIZtqRBUXUeNf5pOACBCZClWj%2Fij56SAhzmJdgoVSp6qTFyFWC%2F5ws8IxBJ7ZtunqsyW8x4ASAAafPYNqBWak7muLcLRCNM8ZCM3Ozwnv1g%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=AVxigLIISQfVWyy9dcbzv9Rrmh%2Fc9MSgCLUksHAjDegRz9e6fWgdSEaf%2Bi9jm9x7PnXBUpab8eC8GPk%2FtJVppypMduqlbY56W1XA%2BmxilISpH7KaXZ6nSaBDb6oD9hP%2FUVjWfENnCgYxoINz%2FA0uK99vf0r59L79B0DHjt8AhkR8NRc9oxn116mi5vgg5MofbkJSndDys6dnwXmPsuMirAhmKPqUiWs%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=AVxigLIKYfYBJTihon8qpZxE%2FF9Evmb%2B5cthRoxZUr4xcCsARrdyRuqbmR4QXcppywNvgLxBxVrOp469EdZbBYvxf85UOth2zvWw4Av%2BCa16tQAeXbehjsQnMkxaYYciqjUiCXPkUsA9pYc1exRBPA5kkZfgET4h7gy4WhRHFQ22sMKv9JSzpe26zeRTwvHPK0PEn7C%2Bi901P7fH30Nghcqb%2BM4%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=AVxigLIOTXYOyGIElepwiV11ee1dltPrm1H0i3TSWeHvUWZ94W2TUMRU%2BQLz8v4f2N3eLYQH2qHPbZ26nh%2B5JeWeYooy8JvALa3ms4CQ4D6Pp5o2iFgSCbGLO9u9Qmdj8Bw16xf08R%2FXOGYdHfLJXt43JGcIbQS5ffdF4CpsGCQGPGm0tH2j8fW8NEwytJZmugtqOdewiPYLjwoJFcnN74dvtg%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=AVxigLJNmxjYlNz8ipzmwKdAqfs7yDlzcUhOpiS%2FvNW3ErdF59Wi6rmbRQ8BRuaREEC5KEzl8npf%2BtwrlL8KxU7CaBwR6UrQALQrjNnWSngZYzfkMMO%2FamUgrJ9cO4tlEcxIVwnxOAlRQT7xL0v%2FN3FAdKL8bYG6WkeZr0q8wMTXukPZ6mwwKIlRCdriF7hmtwVqqqL3OSEYVkPBiMYymkUPRPYM0EyqZ%2F%2BLqGdyRSVa4sZ3vQ%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=AVxigLJRndWxXCDbK6DK2vhht%2FApZtj2PMWk60PdLRdTAd5GJdbb4xXmuGMG%2BGtjfcHk%2BwRDzgbCbpp9%2BdQRLgOEJe1D3WdOX7kYU4zAN4gl%2B7K8zA3432n5E%2BVtQze1FRD%2BrBQA%2BykPDxYz%2FgHQ%2BLM3DUA27MgwAN26L%2FL07LFsukHPGUNSYDV7VsVDypfpRrQv9biwoADZ346aIbjsDsNZwD4o&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=AVxigLLFEGCiT8B4lVzeDUv9KRW48OIkO8Ui8DCZB1gVk7Y8rnH4VCJN1%2Bqj30sQPvGTKiUIz%2BhKUbU5r032NqNVAciSa8%2BHeMrt38HiyNnIq7VFm39%2Bt6DF81u3ILSel3u7c10JU%2FqkC%2BfkL%2FQyYuML91mwlUT2YbBmxB0Qob7dZyCj%2BSXvuid%2BJbqqHzuGeWIgAvy1LbDHTcl4Bkr05%2FgkVRq86g%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=AVxigLJaM8FZW3bOCx6XA7bCy3gu%2BVH8WETr0GqHJmZb76i7TLpLheEenDbZaGA8ernXI24g2TxQGMBBAvr5Y5DJd22SuXwVYZ9UGepY5E9hxABBMYK1WSRppT0tr6vlQ%2Fi9ZKppvjxpl8aArE1t6HX0N4QpjI5orD%2Bvx9af2w%2BsZ7PbdfheYHd2ajG9e%2F%2BaY6u82sOPFy%2FAaSTDe6Pf33VPyO%2Bk4FHZm2w%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=AVxigLKB6LaJkbsDeOvTboyP7OHURf9R88xQmodXWFYumCskQSpf%2FrzAK5Uf0Gl24GaN1w9Crqmi%2FvxO8v1Xb5YxXfVP5rNIgDN0c8EYua0%2Fpxpj%2BfKgoVXK6PrMF7JvOsk7I2vRSjeaYBa7%2B8mkGVynFQ37y2q1Xz4IcjkZjZvxXjIg4qxrdwFkJu4Yn7AuCjdpBh6bhyzhUEWdGh8yC%2FJWWVc%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=AVxigLI5sdmWmPkwbydhi8h1rT%2BWV6uAGercKvWs0ichZr8AZtPJvTLzmsnvNufUr7bEyxHVngtivbH4PEKsjtHKl3AsogLTMrwbOIypK2qBAO3%2FOcpREny2lFf85dBsyOCAZNEEB2gikiUbuAwzrD%2FvZdxEldaEbvB73QKItmbRU2CZkFzoHmOyu0LoXhnqPOxBIyTIqJSuiUk5dbw%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=AVxigLK3kLACc5biBSyQw6xTPz8EAQvAUbthYmUk62SdjqvR7v%2Bkb6i%2Fxc4YCgFAQeqdTRCUc7oRfIfRTiSF0x8Qho3P7XwB3quhsndw%2F1G1I2PnZ28eK9%2BI7jfQMsZZrBsfq1S6BWep%2Fk9lntBmzrWOVJYqGRxDNvRlo%2Fe1VqBfJ3nZ8JFhe3L%2Bx5i0UNqAcUVOKxXcew%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=AVxigLKStZ9gfxU2lTXdeMjLLvA92G7DAyKyaeyNqLpYok5KWDmhnG8X6keSE5rPQvpOm31WbcxZ5bun6wmQsFeVothu2zhYy3AMbCoCKv2AlZiYIATQiS5WxwknuEVVUs65qxM6PzOMiQFYBt5qAWDmJmlmZmsYXWqZX7TK67%2BOXlGychqZH9WihAI3QyiI7Sy8tO2F&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=AVxigLKJ6moG9f412q27MrM%2FMstelgj4abCGWvyTXQCq9vsCReWPVij19qN8rdizzuDjm3tyMoWbkcVbgujXYg5U0MHc1CWVwMSSs%2BSX4GYYTUHpl%2BmQo3GGBEfEwMWzH80OClwQbm5hqGfjGNTey3HMKxS833l7vhXz42KDWA4bAF%2BqM1N9B%2ByyMTYN6liL2EiIDVoTIZYKLK7dug%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=AVxigLLm6at%2Bex1rF2m0PEBmGK4SjE7EXpE%2Fn2zCTLQ9zKQV8vPQYIUI14JFGvwo8jU1PEmBU72MT6tLRlqgBPzyvbd4U16CUj1FGmuY%2BTh%2BWaBCyxb3F3j3c%2FJWnsOMmFo1Zji0EhMF6snvhb8GrUHNmJuHmG14RzJp6IyP%2F0rMbfNr966zBhJmvD83u0CMHLfJvpS6pEBurhfUH2mTD4i0QXYO72EFn%2FU%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=AVxigLKAajnTwJ%2FlI8ROuKZi1e%2FIYuMHUs6WEvREV9Yzb18hbmVES6qfI%2Boz3cB2X0j91Fvm94Lxrso%2FVwHiVE%2BHPL84bXMQ8QNARD7ngSd6bMJNp3KexoGOepe957Wl6L9P919iWFS0Qjzfg%2BFoprye3%2BjNChQRgKbITUcJsjk%2FmBNhMlyYl0joc4KTwFZrtrKvgpYVFO0fyZ5Dd8SMs0VW2Uw1PIJToEyrM98%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=AVxigLJHyjXsMgYjo8wRzW6jOSSYys%2FmrsDIICCjS5BkCE5hhwhYTj1dmqZjHOt7qOq%2B3ZRFh3swqmNEftF3SQjHqWeaYqRG7dBTwL%2Bs0dDSNAhhXGSBhYIFsFE9SgatCY7mpl0Z46va%2FfEQYrP86selwqjo0Gwc2Pl2bn%2FM0lzbF4YS%2FAzfmakuEdS8Xy6tGtkERXSL0En2aHTCMeCEGVNfM6bosveSqr0%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=AVxigLKJ6moG9f412q27MrM%2FMstelgj4abCGWvyTXQCq9vsCReWPVij19qN8rdizzuDjm3tyMoWbkcVbgujXYg5U0MHc1CWVwMSSs%2BSX4GYYTUHpl%2BmQo3GGBEfEwMWzH80OClwQbm5hqGfjGNTey3HMKxS833l7vhXz42KDWA4bAF%2BqM1N9B%2ByyMTYN6liL2EiIDVoTIZYKLK7dug%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=AVxigLIq%2BghhRp0HDDBYOqZDngY3JSnww5eIZoCQVE05B0LxDpeTjSZ6j8DXvxqwwPc3MnJFGnhlelxylmMo73BqX3ZEIxLgK9kAQre9E2Eem7fjozkeG0uTzPkA3G8cBAGxKkRqCKOEiK2g4Q3xeHCTY7zeuJssbwcNommYvQavo8D57uowwN%2FF07nq2yNi%2FU6PdQShGy4Ojp8MLD0p%2Fl8%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=AVxigLLQd5bYZt3CGOLp2oD0Guw3YAzutTOvZbW6wKEiSMeNbMfBepAtsFBhwVBYyCwMfD3zznWFNZ1gnPr013FgCP0Xjrk87h99i9perOFY4RNNBLiG5jykc87dSf82%2FlxlDTSOdMHiIwzen2M7oCrLVz9cmoyAQhyrukZC5mxgRagGLQ%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=AVxigLJsF5iIRf7sj3I7oAG20Y31QQ3NhwYzvt1Rw4l1nweYr8ncBvN5Gt79g9e3i9NMNQF%2FOQPuh1pLORRhYW%2FLGr5Jl%2FYa6UnHZDilmJbks%2F0Mh5HXkcv6cno6dDvrXKWrqVexVF%2Bl3dvU55TC%2Br9fcQBqbX7LFVbLwFvtRY0RcjEyFQIK%2BiGuBWw8Gk7Rgg%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=AVxigLKCwvLgN4Ks%2BN058xenanGwgk%2FLmF5x6pp5A6d1CKS5xqwEYLxos1vkMV%2B7oPOaJsCRtF7KcNshXnq2oZYtB6ABBMCRcK%2BuZLz7x262TJf93Qg8fvlD7nOfFxqviPwgK5dM5tJeX9IARaLiHM15Xw%2BIdi%2B7ZST0SiaeSlu1&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=AVxigLI%2BmWTxCgZ4PsUayG82jliELlXfWUWTi19p2jmZ19kd5KCwXtJ%2BOLEaN9iRXYyT%2FIbw%2BpEW3SiPXi8XmsjM0fB1BzF6y%2FlwNYSYQFxLtW%2BQZ05eHJSLxI9OCL%2FQup8mvcpyIuDVZpmKtGF7DkyrZZIlczFsSsQewcnn7s5qo1BawsMJuH45pX0tRQ%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=AVxigLJ4gctKsR7lkQMe9KmsFTxjixJxRprr8YCXZ3OZ9YbmlYeeh8TPM9JPm33rE6r7yMaOnur9fbleQ61E6xEzHHy43ljOUKkUbGn6eAr9oACsthMw6iHmgLneIS7kx%2F0BcSIEyqXnBKiao5YMqx9GiaEtogy48OlL%2BNS4ti6G%2Be1ZO9L9QL7uVX0hg4P8tYK%2FjZ4CaWgh4A%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=AVxigLJ2umB2EM69vyG3pfetKU4YldUmcmDEFEuLzQMQJauPKuXAO0i3LuHgA9CZPh0XntAaDOEZ%2Bz1t8mdhhnwp0e88i2PdY47ppxEmXRU2NDS2eSpGaxVDIpw4TisEy5TbW1EGOG14G5Kn%2ByFAnk3ZZZJWjV5dJeTciM1I2Xh4YzJHIU6d%2BsYBvdW7nQ%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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLK5ie0bLrodwI%2F0n%2Bym2n%2BnqaDsi6fVCzfmfNj0B4nexb2mBwrtfjR1MuPsa7Eokuob7Hm19wnWiOczfmVNER5z%2FHE5f8GMoK2dRNVeW6NBc9PODAkntG0P2NOlNnsjG0YfN1eQXvTXkFLAXSoMt1p%2BLNL8NngCHLJGmcR3vTQY4g%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL39J0lwWhSAYmt8JB%2F5jZCS9PtY0NB13xTWMzPhEIxKo1f13Zg6chEyO4%2F2T79v4LPsLByhXhpOtnm5Wmz%2F62N4HWLPm4po1aLADUhrYwUFnV60wtfrXBKLLwlqWAKtX%2B9ZoeYFpgEiWMhpeRlcuvFJTux1CIlyVKtlnm1vhfiEFqkuZCXPTXH87GD2W2Pvg%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

**

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

 Solutions

**

[![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png)

**Custom AI + Agents**

Train and deploy AI trained on your files, systems + data.

](https://www.rayven.io/solutions/custom-ai-solutions)

**

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

    Rayven MCP

](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

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

    AI Data Fabric

](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

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

    AI Agents

](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

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

    Private LLM

](https://www.rayven.io/solutions/custom-ai-solutions/private-llm)

[![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png)

**Custom Applications**

We build tools, apps + software over the top of your existing stack.

](https://www.rayven.io/solutions/custom-software)

**

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

Field Applications

](https://www.rayven.io/solutions/data-collection-software)

[![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png)

**Integrations**

Integrate and move data across all your systems, assets + files.

](https://www.rayven.io/solutions/data-integration-platform)

**

[![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png)

**Unified Data Platforms**

Complete platforms, pipelines, hybrid storage + real-time orchestration.

](https://www.rayven.io/solutions/unified-data-platform)

**

[![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png)

**Automations**

Design and run real-time automation across systems, data + workflows.

](https://www.rayven.io/solutions/automation-software)

**

[![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png)

**IoT Solutions**

IoT platform for building custom IoT solutions that work with any device.

](https://www.rayven.io/iot-platform)

**

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIjsZugCiA9RYmP2XmDb8IKIp8YihIGNAGh2utQsc9trWVtP4wdQ4SForfnVqSO9bR%2B8JxvBQfQtPXZFKM8%2BiP0%2FDn1slvaFZrAObvDz%2BXVArgEnIXJaFmfGBPZD20RuwIrtg%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=AVxigLIjsZugCiA9RYmP2XmDb8IKIp8YihIGNAGh2utQsc9trWVtP4wdQ4SForfnVqSO9bR%2B8JxvBQfQtPXZFKM8%2BiP0%2FDn1slvaFZrAObvDz%2BXVArgEnIXJaFmfGBPZD20RuwIrtg%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=AVxigLLFgcZg4ZEzX2vgqDjeRUHkP25jEE3NkNOYqxT89iNy1%2BsdOwWNebkKJQNcxbJ6OAGyISYMN%2FB6o5kGzcLa3pOyudCPAEGGYynQGTX5iJH6w8qd5kGT0c9OBtoFYF3YOBnA%2B6Fhrxim%2BtRlBhbGbGaWU%2Fj3BL7yfvGKMyrNDbbb8oAJEKf01ZEE5FfpUEQYVK5gp0MSlj%2Fz%2FdWjOclF3w%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=AVxigLLfyQRE%2Bw0FKGL4SdGupjLm6X9IrL%2FOc537uluMoiSq3b80F239y47uGKPPpZ7MW95dzDWBEG7WHr3nhqRgcu9tzOg0GHpqFO7QKRqJFJlFO1y49QSBLoEX6w%2FBW%2BTfA5WddebT7F70xMivO37beNwkN6jA5hsQfIu4E096tPM1LqUy53lf9kIA4hol36r2iDWELq75uNaigQ%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=AVxigLJAI6W5Zt3VeUfL%2BOM9nfZx%2F%2BbQXeL7LmlPwPkfWifxC8P5HHtxDjdMjG35hB31zBX4Lcf5Rn41h86eutgZzvF6gIuf%2Bj8Tzudadyx1V1fj0jCJ4G1o9Z%2BRWR4sKeYPKBbITKzNK8nWef%2FUPey7Ao1nVJuvAgT0FLPW1oBiHOZLaP9FMoyQo1SB2jwpsiA1yH2bPid5U4co7Q%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=AVxigLJ3S4mYMpdOZHULck140wOgcnxzsQRhEU7%2FaMXqMPmXpZCrNGjm%2FLjXUfXUcjLqJ%2F%2BDBA4xKWqdWVpWgvYbt1DVI0u8FqN0dQh%2FgotFa2vt%2BIP7aIIAfVQocfOnQCQyW9b0EJh5CgHOVxbO%2BQuazmScZ%2BhhQnZWRaEcSs8pCVyNZ9IbV45u5pBN5kFET561oQECzdKS11tyVjj8XvCbm3w%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=AVxigLK9nQgZk%2Fo6l3ivVkCEm41tovatn1XfQEEPISMEeJvPPNgyoLcVbkNLEvBkY1QNckUnpWmgtkJyGBzv91OOGx3PowOSwxa4aXdLc9bdnvuMnYXcJ6TF4JVzIWKf2jW1tdf%2BHvTaE4xo%2F3vb24acBqiML8S%2BSPTwIFcZdua96pHcdiT3Fvw11so%2B5pxTwQ92si5VAP505mWFQVKuRk4%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=AVxigLLC6D67FgDUyOAWm9U%2BLJl7C1CfvYKcb53lkZmmDOsb1yYpT9diHHCrg7RzPNUHSQa93GPBNAmmiBoOSgUpPHedFWECiDHflQPsPs5NUlnJMbZNIZtqRBUXUeNf5pOACBCZClWj%2Fij56SAhzmJdgoVSp6qTFyFWC%2F5ws8IxBJ7ZtunqsyW8x4ASAAafPYNqBWak7muLcLRCNM8ZCM3Ozwnv1g%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=AVxigLIISQfVWyy9dcbzv9Rrmh%2Fc9MSgCLUksHAjDegRz9e6fWgdSEaf%2Bi9jm9x7PnXBUpab8eC8GPk%2FtJVppypMduqlbY56W1XA%2BmxilISpH7KaXZ6nSaBDb6oD9hP%2FUVjWfENnCgYxoINz%2FA0uK99vf0r59L79B0DHjt8AhkR8NRc9oxn116mi5vgg5MofbkJSndDys6dnwXmPsuMirAhmKPqUiWs%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=AVxigLIKYfYBJTihon8qpZxE%2FF9Evmb%2B5cthRoxZUr4xcCsARrdyRuqbmR4QXcppywNvgLxBxVrOp469EdZbBYvxf85UOth2zvWw4Av%2BCa16tQAeXbehjsQnMkxaYYciqjUiCXPkUsA9pYc1exRBPA5kkZfgET4h7gy4WhRHFQ22sMKv9JSzpe26zeRTwvHPK0PEn7C%2Bi901P7fH30Nghcqb%2BM4%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=AVxigLIOTXYOyGIElepwiV11ee1dltPrm1H0i3TSWeHvUWZ94W2TUMRU%2BQLz8v4f2N3eLYQH2qHPbZ26nh%2B5JeWeYooy8JvALa3ms4CQ4D6Pp5o2iFgSCbGLO9u9Qmdj8Bw16xf08R%2FXOGYdHfLJXt43JGcIbQS5ffdF4CpsGCQGPGm0tH2j8fW8NEwytJZmugtqOdewiPYLjwoJFcnN74dvtg%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=AVxigLJNmxjYlNz8ipzmwKdAqfs7yDlzcUhOpiS%2FvNW3ErdF59Wi6rmbRQ8BRuaREEC5KEzl8npf%2BtwrlL8KxU7CaBwR6UrQALQrjNnWSngZYzfkMMO%2FamUgrJ9cO4tlEcxIVwnxOAlRQT7xL0v%2FN3FAdKL8bYG6WkeZr0q8wMTXukPZ6mwwKIlRCdriF7hmtwVqqqL3OSEYVkPBiMYymkUPRPYM0EyqZ%2F%2BLqGdyRSVa4sZ3vQ%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=AVxigLJRndWxXCDbK6DK2vhht%2FApZtj2PMWk60PdLRdTAd5GJdbb4xXmuGMG%2BGtjfcHk%2BwRDzgbCbpp9%2BdQRLgOEJe1D3WdOX7kYU4zAN4gl%2B7K8zA3432n5E%2BVtQze1FRD%2BrBQA%2BykPDxYz%2FgHQ%2BLM3DUA27MgwAN26L%2FL07LFsukHPGUNSYDV7VsVDypfpRrQv9biwoADZ346aIbjsDsNZwD4o&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=AVxigLLFEGCiT8B4lVzeDUv9KRW48OIkO8Ui8DCZB1gVk7Y8rnH4VCJN1%2Bqj30sQPvGTKiUIz%2BhKUbU5r032NqNVAciSa8%2BHeMrt38HiyNnIq7VFm39%2Bt6DF81u3ILSel3u7c10JU%2FqkC%2BfkL%2FQyYuML91mwlUT2YbBmxB0Qob7dZyCj%2BSXvuid%2BJbqqHzuGeWIgAvy1LbDHTcl4Bkr05%2FgkVRq86g%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=AVxigLJaM8FZW3bOCx6XA7bCy3gu%2BVH8WETr0GqHJmZb76i7TLpLheEenDbZaGA8ernXI24g2TxQGMBBAvr5Y5DJd22SuXwVYZ9UGepY5E9hxABBMYK1WSRppT0tr6vlQ%2Fi9ZKppvjxpl8aArE1t6HX0N4QpjI5orD%2Bvx9af2w%2BsZ7PbdfheYHd2ajG9e%2F%2BaY6u82sOPFy%2FAaSTDe6Pf33VPyO%2Bk4FHZm2w%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=AVxigLKB6LaJkbsDeOvTboyP7OHURf9R88xQmodXWFYumCskQSpf%2FrzAK5Uf0Gl24GaN1w9Crqmi%2FvxO8v1Xb5YxXfVP5rNIgDN0c8EYua0%2Fpxpj%2BfKgoVXK6PrMF7JvOsk7I2vRSjeaYBa7%2B8mkGVynFQ37y2q1Xz4IcjkZjZvxXjIg4qxrdwFkJu4Yn7AuCjdpBh6bhyzhUEWdGh8yC%2FJWWVc%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=AVxigLI5sdmWmPkwbydhi8h1rT%2BWV6uAGercKvWs0ichZr8AZtPJvTLzmsnvNufUr7bEyxHVngtivbH4PEKsjtHKl3AsogLTMrwbOIypK2qBAO3%2FOcpREny2lFf85dBsyOCAZNEEB2gikiUbuAwzrD%2FvZdxEldaEbvB73QKItmbRU2CZkFzoHmOyu0LoXhnqPOxBIyTIqJSuiUk5dbw%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=AVxigLK3kLACc5biBSyQw6xTPz8EAQvAUbthYmUk62SdjqvR7v%2Bkb6i%2Fxc4YCgFAQeqdTRCUc7oRfIfRTiSF0x8Qho3P7XwB3quhsndw%2F1G1I2PnZ28eK9%2BI7jfQMsZZrBsfq1S6BWep%2Fk9lntBmzrWOVJYqGRxDNvRlo%2Fe1VqBfJ3nZ8JFhe3L%2Bx5i0UNqAcUVOKxXcew%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=AVxigLKStZ9gfxU2lTXdeMjLLvA92G7DAyKyaeyNqLpYok5KWDmhnG8X6keSE5rPQvpOm31WbcxZ5bun6wmQsFeVothu2zhYy3AMbCoCKv2AlZiYIATQiS5WxwknuEVVUs65qxM6PzOMiQFYBt5qAWDmJmlmZmsYXWqZX7TK67%2BOXlGychqZH9WihAI3QyiI7Sy8tO2F&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=AVxigLKJ6moG9f412q27MrM%2FMstelgj4abCGWvyTXQCq9vsCReWPVij19qN8rdizzuDjm3tyMoWbkcVbgujXYg5U0MHc1CWVwMSSs%2BSX4GYYTUHpl%2BmQo3GGBEfEwMWzH80OClwQbm5hqGfjGNTey3HMKxS833l7vhXz42KDWA4bAF%2BqM1N9B%2ByyMTYN6liL2EiIDVoTIZYKLK7dug%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=AVxigLLm6at%2Bex1rF2m0PEBmGK4SjE7EXpE%2Fn2zCTLQ9zKQV8vPQYIUI14JFGvwo8jU1PEmBU72MT6tLRlqgBPzyvbd4U16CUj1FGmuY%2BTh%2BWaBCyxb3F3j3c%2FJWnsOMmFo1Zji0EhMF6snvhb8GrUHNmJuHmG14RzJp6IyP%2F0rMbfNr966zBhJmvD83u0CMHLfJvpS6pEBurhfUH2mTD4i0QXYO72EFn%2FU%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=AVxigLKAajnTwJ%2FlI8ROuKZi1e%2FIYuMHUs6WEvREV9Yzb18hbmVES6qfI%2Boz3cB2X0j91Fvm94Lxrso%2FVwHiVE%2BHPL84bXMQ8QNARD7ngSd6bMJNp3KexoGOepe957Wl6L9P919iWFS0Qjzfg%2BFoprye3%2BjNChQRgKbITUcJsjk%2FmBNhMlyYl0joc4KTwFZrtrKvgpYVFO0fyZ5Dd8SMs0VW2Uw1PIJToEyrM98%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=AVxigLJHyjXsMgYjo8wRzW6jOSSYys%2FmrsDIICCjS5BkCE5hhwhYTj1dmqZjHOt7qOq%2B3ZRFh3swqmNEftF3SQjHqWeaYqRG7dBTwL%2Bs0dDSNAhhXGSBhYIFsFE9SgatCY7mpl0Z46va%2FfEQYrP86selwqjo0Gwc2Pl2bn%2FM0lzbF4YS%2FAzfmakuEdS8Xy6tGtkERXSL0En2aHTCMeCEGVNfM6bosveSqr0%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=AVxigLKJ6moG9f412q27MrM%2FMstelgj4abCGWvyTXQCq9vsCReWPVij19qN8rdizzuDjm3tyMoWbkcVbgujXYg5U0MHc1CWVwMSSs%2BSX4GYYTUHpl%2BmQo3GGBEfEwMWzH80OClwQbm5hqGfjGNTey3HMKxS833l7vhXz42KDWA4bAF%2BqM1N9B%2ByyMTYN6liL2EiIDVoTIZYKLK7dug%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=AVxigLIq%2BghhRp0HDDBYOqZDngY3JSnww5eIZoCQVE05B0LxDpeTjSZ6j8DXvxqwwPc3MnJFGnhlelxylmMo73BqX3ZEIxLgK9kAQre9E2Eem7fjozkeG0uTzPkA3G8cBAGxKkRqCKOEiK2g4Q3xeHCTY7zeuJssbwcNommYvQavo8D57uowwN%2FF07nq2yNi%2FU6PdQShGy4Ojp8MLD0p%2Fl8%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=AVxigLLQd5bYZt3CGOLp2oD0Guw3YAzutTOvZbW6wKEiSMeNbMfBepAtsFBhwVBYyCwMfD3zznWFNZ1gnPr013FgCP0Xjrk87h99i9perOFY4RNNBLiG5jykc87dSf82%2FlxlDTSOdMHiIwzen2M7oCrLVz9cmoyAQhyrukZC5mxgRagGLQ%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=AVxigLJsF5iIRf7sj3I7oAG20Y31QQ3NhwYzvt1Rw4l1nweYr8ncBvN5Gt79g9e3i9NMNQF%2FOQPuh1pLORRhYW%2FLGr5Jl%2FYa6UnHZDilmJbks%2F0Mh5HXkcv6cno6dDvrXKWrqVexVF%2Bl3dvU55TC%2Br9fcQBqbX7LFVbLwFvtRY0RcjEyFQIK%2BiGuBWw8Gk7Rgg%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=AVxigLKCwvLgN4Ks%2BN058xenanGwgk%2FLmF5x6pp5A6d1CKS5xqwEYLxos1vkMV%2B7oPOaJsCRtF7KcNshXnq2oZYtB6ABBMCRcK%2BuZLz7x262TJf93Qg8fvlD7nOfFxqviPwgK5dM5tJeX9IARaLiHM15Xw%2BIdi%2B7ZST0SiaeSlu1&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=AVxigLI%2BmWTxCgZ4PsUayG82jliELlXfWUWTi19p2jmZ19kd5KCwXtJ%2BOLEaN9iRXYyT%2FIbw%2BpEW3SiPXi8XmsjM0fB1BzF6y%2FlwNYSYQFxLtW%2BQZ05eHJSLxI9OCL%2FQup8mvcpyIuDVZpmKtGF7DkyrZZIlczFsSsQewcnn7s5qo1BawsMJuH45pX0tRQ%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=AVxigLJ4gctKsR7lkQMe9KmsFTxjixJxRprr8YCXZ3OZ9YbmlYeeh8TPM9JPm33rE6r7yMaOnur9fbleQ61E6xEzHHy43ljOUKkUbGn6eAr9oACsthMw6iHmgLneIS7kx%2F0BcSIEyqXnBKiao5YMqx9GiaEtogy48OlL%2BNS4ti6G%2Be1ZO9L9QL7uVX0hg4P8tYK%2FjZ4CaWgh4A%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=AVxigLJ2umB2EM69vyG3pfetKU4YldUmcmDEFEuLzQMQJauPKuXAO0i3LuHgA9CZPh0XntAaDOEZ%2Bz1t8mdhhnwp0e88i2PdY47ppxEmXRU2NDS2eSpGaxVDIpw4TisEy5TbW1EGOG14G5Kn%2ByFAnk3ZZZJWjV5dJeTciM1I2Xh4YzJHIU6d%2BsYBvdW7nQ%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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&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=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Library

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLA5Kq5Y2ZQKBt7u%2BtZXpA5zMhuxlTMs8qHP8Luq5Um9UNrz%2BnmiSs2Ee9KfCSGvZ6WiLjOTs%2F2zeuO0qUFhLR5XUNUzf0XPBGQIx9jGIcPveW6KbQtN6%2BK%2F4yQwgOxVM4lhdpeyOrHd4eIZJRAw3fQxcmR0v3n3cW2hPbSyeMT&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

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

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK5ie0bLrodwI%2F0n%2Bym2n%2BnqaDsi6fVCzfmfNj0B4nexb2mBwrtfjR1MuPsa7Eokuob7Hm19wnWiOczfmVNER5z%2FHE5f8GMoK2dRNVeW6NBc9PODAkntG0P2NOlNnsjG0YfN1eQXvTXkFLAXSoMt1p%2BLNL8NngCHLJGmcR3vTQY4g%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

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![Road Safety & Traffic Barrier Monitoring](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_359123471-web2000.webp)

# Safety barrier monitoring: using AI + IoT technology to improve road.

### **The problem.**

Safety barriers have greatly improved the survivability of freeway accidents but they require monitoring and maintenance, and roads must often be cleared following an incident.

Without monitoring, delays can occur while waiting for crews to clear the road and replace damaged infrastructure. If not replaced in a timely manner, this can cause further problems and reduce the effectiveness of the barrier.

Additionally, routine visual inspection of barriers leads to inefficiencies and, unfortunately, causes unnecessary truck rolls as a result of inspecting intact infrastructure that didn’t need it.

## Safety Barrier Monitoring: get notifications of barrier collisions and improve responsiveness and maintenance.

### **The solution.**

The objective of this solution was to improve accident response times and improve barrier maintenance, while reducing unnecessary truck rolls.

IoT sensors were installed (and connected to the [Rayven Platform](https://www.rayven.io/rayven-platform)) to monitor the freeway safety barrier to provide notification of impacts, so as to improve the department’s responsiveness to incidents, and reduce further consequences onsite in the event of an accident.

Defining what data to collect is critical.**  
**We started by identifying the key data, which in this solution this included:

1. Daily weather data
2. Traffic data
3. Location of crash barriers
4. Crash barriers movement
5. Accelerometer sensor battery life
6. Accelerometer sensor connectivity status.

Initial goals of the solution.**  
**The first goal of the traffic barrier monitoring solution was to connect with LoRa-based accelerometer sensors so that data would be collected consistently and reliably, ensuring data quality and integrity by providing the following abilities to:

1. Monitor real-time data received from the Accelerometer via a web-based and mobile system
2. Ensure device management monitoring for the Accelerometer sensors was set in place
3. Define business logic to the application in-order to meet the highway maintenance engineers business objectives
4. Provide alarm and alert notifications via email or SMS messages when there was communication downtime, or when a crash happened
5. Start collecting enough historical data to enable the ability to test different logic to predict crash hotspots
6. Provide real-time SMS notification with the GPS location of the crash to the highway maintenance crew
7. Test the application, making sure all of the above goals are met, based on the below solution architecture.

 

![Roads Diagram](https://www.rayven.io/hs-fs/hubfs/Rayven_January2023/Images/roads-diagram.jpg?width=900&height=527&name=roads-diagram.jpg)

 

### **Before setting the solution live, we tested four critical aspects of the solution:**

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

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

Connectivity.**  
**As the devices are expected to work in highly-remote areas, the solutions were designed to use low-band Lora devices, which transmit the data directly to our servers using a secure MQTT connection. To maximise battery life, data is transmitted only when a crash happens, and to ensure the system is always working even when data isn’t sent, a heartbeat pattern was implemented. In the heartbeat pattern, the device sends device-to-cloud messages at least once in a fixed amount of time, in this case every 24 hours.

Data integrity.**  
**Once the devices started sending data, quite a lot of testing was done in-order to ensure that we received reliable streaming connectivity data from all devices and that we would be aware if devices weren’t transmitting data as expected. In addition, significant testing and calibration was done to define the right Accelerometer threshold that would define a crash versus, for example, human tampering or movement because of rocks or animals hitting the crash barriers, minimising the possibility of false positives.

Industrial data science.**  
**The objective of exploratory data analysis was to observe trends in the data and compare them between different locations:

1. Compare traffic between different crash incidents
2. Compare weather data between different crash incidents
3. Compare time of day and day of week between different crash incidents
4. Forecast chances of a crash at a specific location based on historical data

### **What’s next?**

We are continuing to collect data and are working on improving our forecasting capability. In addition, we are planning to roll-out hundreds of additional sensors on the highway to increase coverage and help improve responsiveness and maintenance even further.

## Data sources used to deliver the AI + IoT Road Safety & Traffic Barrier Monitoring solution.

New and existing data was used to create the custom applications and business insights for the solution.

![Data sources used to deliver the AI + IoT Road Safety & Traffic Barrier Monitoring solution.](https://www.rayven.io/hubfs/Rayven_January2023/Images/carousel-1.png)

Accelerometer sensor

Google traffic

Weather data

Battery heartbeat

ERP

Human-entered data

## Key features of our Road Safety & Traffic Barrier Monitoring solution.

### All of these features were customised to fit the customers specific business objectives.

##### Real-time traffic barrier monitoring

Identify when accidents occur in real-time at any location where a traffic barrier is located and send notifications to improve incident response times.

##### Crash alerts and notifications

Provide real-time alerts and notifications of the time and location of accidents, with a map link to the location and reduce incident repose time.

##### Device management monitoring

Easily and securely onboard, configure, monitor, and remotely manage your IoT devices at scale. Make sure they are always performing as expected, and get alerts and notifications if not, to ensure your devices are always transmitting and that your data does not get lost on the way.

##### Crash forecasting

Knowing when an accident occurs is critical. Knowing where and when the next one might happen can help you ensure that you always have the right resources at hand.

##### Incident and issue management

Ensure that there is a process in place to have the right people respond based on agreed protocols.

##### Preventative maintenance

Traffic barriers are assets that need to be maintained. Knowing which barrier to prioritise for maintenance can make the difference between life and death. Access to historical data, like weather data, past accidents, etc. can help identify which barriers to prioritise.

![Get notifications of barrier collisions and improve responsiveness and maintenance.](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_211266053-webnarrow2000-330.jpg "Get notifications of barrier collisions and improve responsiveness and maintenance.")

## Rayven's AI + IoT Road Safety & Traffic Barrier Monitoring solution deliver real-time business outcomes.

##### ![Lower cost of maintenance](https://www.rayven.io/hubfs/Rayven_January2023/Images/road-roller.png) Lower cost of maintenance

Sending maintenance crew to carry out visual inspections or to respond to false alarms is time consuming and expensive. Using real-rime data to send maintenance crew to areas which need maintenance reduces the cost of maintenance and increases the level of service performance.

##### ![Fewer maintenance calls](https://www.rayven.io/hubfs/Rayven_January2023/Images/Maintenance-call.png) Fewer maintenance calls

Sending maintenance crew where accidents actually happen at the time they happen, and alerting the closest team, means maintenance is done faster and more efficiently. Digital processes ensure maintenance has taken place, reducing errors and additional call-outs.

##### ![Service level compliance](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/settings-1.png) Service level compliance

Monitoring your barriers and their maintenance digitally, means you always have a clear view of compliance service levels, providing you with the confidence you need.

##### ![Working barriers save lives](https://www.rayven.io/hubfs/Rayven_January2023/Images/fender-bender.png) Working barriers save lives

Traffic barriers save lives. Ensuring that they are repaired immediately after damage occurs reduces the chances of lives lost due to poorly managed and maintained barriers.

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

Having real-time data on the performance of all your traffic barriers, means you have more control of the level of services you provide, and are less reliant on reports from 3rd party contractors, enabling you to provide a higher level of service then ever before.

##### ![Renewal of maintenance contract](https://www.rayven.io/hubfs/contract.png) Renewal of maintenance contract

Providing better service and lower the cost of maintenance, provides you with a new level of service that gives you the edge you need to renew your next maintenance contract.

![Rayven's AI + IoT Road Safety & Traffic Barrier Monitoring solution deliver real-time business outcomes.](https://www.rayven.io/hubfs/Rayven_January2023/Images/IoTStartups_HeaderImage_2000x400-1.jpg "Rayven's AI + IoT Road Safety & Traffic Barrier Monitoring solution deliver real-time business outcomes.")

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