---
title: How complete IoT platforms improve asset monitoring | Rayven
description: Discover how integrated data, AI, and IoT platform technology can establish real-time asset monitoring and improve efficiency, safety, and profitability.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Furnace-2.jpg
---

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 Solutions

[ Platform ](https://www.rayven.io/platform)

[ Industries + Roles ](https://www.rayven.io/industries-and-roles)

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**Custom AI + Agents**

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

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

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**Custom Applications**

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

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

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**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)

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**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=AVxigLIQclifmNhqVd7kOro1QOF1AOh6ZYJQxxyGdb1shf%2B0GHAkYd9nP2g1wMYgEVGM1Dz7ykgkHNFt5bEiZFV9p8lO2Gq%2F%2FhTeOe09qHTj9Lu6zlNtJL1T19oihH%2BQItKUiiY0mg%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

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**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=AVxigLIQclifmNhqVd7kOro1QOF1AOh6ZYJQxxyGdb1shf%2B0GHAkYd9nP2g1wMYgEVGM1Dz7ykgkHNFt5bEiZFV9p8lO2Gq%2F%2FhTeOe09qHTj9Lu6zlNtJL1T19oihH%2BQItKUiiY0mg%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=AVxigLIKe4SoyTFSaDFWS51p0pis0WR4SvSZdIy96I0HNky3XWbXiRFlNXPm2FfSq%2BL9hQkoKR7mA68Y3NkOBC2G9s9aYqpSQ1yWmX1ZHceAUblVInnfDU%2BuG9GXpVUDaj%2FP4d34FJcloF0EVIga4mkCSma7jX4bOqp%2BkUA0%2BcvBvkAWWlUWfLzb%2BcAG5TmYYqK%2FZ41lL6xZ7B%2BBDxb9ll1X1g%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=AVxigLJbY26AdLYV5F%2BGX4byQXUCbYwVMDre2GRdnuz79wM%2BW2CXvPpsuWMGYEwn81Zzqppwf8yQgLOjZ%2Fms4QAIsOpSe%2BthnSnutSr%2FH3S9nmHQdtRmfFEC0ROwKZLD56aVmtYwNHTLt8K9qMZeMP%2F%2BqyLYG2zDZ9tI1LCVIwYOcU1bMCwdzgEaSFMij9T0Xu30Zfzd2drBPMQU5w%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=AVxigLLTmRczKe5ofYA1HYszwkSc51GpkwCQXCzqCtjPCG%2BzosdDTZU2hms%2Fn%2BUC5l86jJKH9UqO9ZDmzS97T7mSXp20pO61MZsDR6NI03rRrQAtdLgDSzZ09VKVQsKhnFX%2BDWt6uv%2FRL%2B91eZpMJLpQn4xpYVeknoyr8kiW9HTk4w%2BIBiVOSvVbCzduxPGRNbvSjQgNvOvEOWMNug%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=AVxigLKdh60hOODPVG8jprwV8UfCLNkqbHaoSxfMxfyeol%2B3xXVRTSn%2FYTdcyKugsdVtUoX1UbQLEYqTWPq9vH3kY7ruw06%2BDDh%2BPKVDvrxnEkL99gvUukciBu33nWwtyAzT1VsIzLYlAveiGgeCMnR0M7LuQ%2Fhx380H5oWy8blx7gc%2FDMUSSvDjlMmNeeD5BEBqEoOHc%2F5YH2UFvPb0PukMfoY%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=AVxigLKTV05CkmV1IHdUJ8PBZF3a7lmWYBfp3%2BdUFxYklxv%2Fl1eG%2FaX5J6sjb4c1rvSzcHW06aE0rUNsf0d5aR%2F4qTKdbxMs9SkyOeaQCPGjSk%2FcL%2Fo9P0bDKHdGYVV4bKUlvb4JUzFiD8Th4%2FUg%2F8AADHVIAkd2Tx2rtL0MuwdyL6LGKSvct7GnSDHbJOozsdu%2BOfwJ6%2BgZY5%2BPUUpY20o%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=AVxigLLdlk5kTFEQ%2BERv37wmhZQrU4uZ76kEDOw73bOpq95SfE%2Bm4sLFqAWdKkYwkMysaQbYyqzaO%2BUyGysWWhksc2CKzgfhpCFHsqyUGTRfSaQdZevwYnBNXCdLxfpHCUvZHHsxEVb5da8rPfJd6ttL2LFDfdPDyK5103CzDW5Uqd2pCtbsmcM9Mz1K6xu0tmB5XgDUdbSKO0l9jTpceQ58LByKPQ%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=AVxigLKEFH4pxmAXfsZ7CVV11nFthXObc4xnQBu10c2SBohj4F6s94eTIkGIghReF8KxoFvyliCPxdYKHhOQjQJOU7XNWytGyKNeJAoaip6wNPAY0vYLAbCbVwE3LnHy0nLVwRGv6KtF0cgHfS%2Fk%2FmmxumVpfhUC4sn1vyqi%2F922rKhvVaKONxkuY8maou8svLH%2FDFROe6ZXOIZhyV83OxYZiXY5WsE%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=AVxigLJYa%2Bpz6kzyjROeshcJGEj4UfmhugJlb4McZEtVjxTtbG66pcMw3TQK89ZWEPWlVZ%2BZariyp3%2FrgaskHefUsnDlGem268Y2D91TtcP2mFhgCx8aKlS%2BkT22vp6QVW7fya44LmI%2FqVdDqO6eiNeT4gUxVac9dBnxiojRIC9rCexL7Jxf3zJDE56U0Mz3WZa%2B5k2Urp9EzvC6kKDuI8NrR%2FI%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=AVxigLKH4yDqSoh29iR7835m1df4H1b1uKLv5wYf%2BohZtbkyV0S0WTm0rcdimeQrtTu1GGs35oewXTDIl4zMon%2BuGAyc8wqZWCCBIn%2FvRihzUVRG3nh%2F1zCWBmQRgk8R%2FoD5c7jJseIfd3uFjpuZ%2B8dCUEkTWBb05u2lUPsapQ%2BLuxB5B9XgfuGL0rQqoXEoTJDcr1unlTHtn9uSI0qbt2%2FobQ%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=AVxigLJl1pOirpNzd3F0zmFF6mpoZaK9u4z5LfR4NbuHV8SZfoKVPvdw3sLESCoXrEGpQuJGb%2BPeJ6ZJh8JoL8ZQ4u4vMn8SPw2eLnvXB1Bu4ZazRe8cYrgMLWvt4DiILRnxMAT4S%2FPIEM3DFJZDOiPxH5CXnJDnxBM6cAGdHWTnqM0WJF544wDefOwcOZmA5ikpDxQb0%2FEjNupCT%2FFHnIIGI4nH6aMiHXQZhrDu0Ozsv0e6Vw%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=AVxigLLEim%2FYt4Nm2FshIZY6uFvlbphW9e6%2F4CTOFoSk7Jl8DFRadDrrLO7o5UoteaL11G%2B29zAF7bRHXGgLL3Lox458kTGV4Crs%2BIxdbVGa%2BVMWMOw8bldq%2BsOLWqcTLnZVIBEgpLEpxev2FDvdiUlekRtWO9VkoqWeImOpVyOC%2FTz1%2FUvICNupPJckYwCFo7efFtmU4FAeqHk4wxjzc9b%2Bjm9O&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=AVxigLK7gIVNj5HaGUUelZGselGSy0BZvqBIDwjGaY7dpdLMSDr9fanrWaiYx0nefby7%2BF1luNh0683BqIkbu1Nvh%2Bj%2BMdqDTkSs0FqCjPAHakWhRQt8Q1plj%2FNBPtpGJtPjtLpA9vJyinLt3tINyGcmCtNEIceN5kQbzAWH%2Fxfn8YZj1Thai4C1LhzD5U1JXcU58%2BsywawkPHKcloPEbtMj4kzSrw%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=AVxigLJuJUoion%2FApqkg%2FIBfC4BnHDY9RbApR%2BIW%2BeX5tByxhhQCfu4orKowHLlXQU6X4mK5UWRfnkiJkO9E2jcdpfYMK%2Bomi1wpiHAnUPzbo20LDV0naukUXZpBa8E5unqO3z1NG8m9o9NlOBEmb9PU2s6Y%2BkDRw5aERZoYft7m5ZBW5oigOKY3HtPNWbwwrVGYrfbwTTNOnM3%2B55tndjbYlYEMlni6efs%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=AVxigLLA7lwpG11%2B%2B42NR5%2F4nRfbLTr%2FnHXJVuYUDQU%2BD6O4%2FcOP0tJX62qehj3Shr3E%2FWT0dP6FSnk3qqSF6L4qRmsrykmsNCLti8IQJDOLljIQrI0WlqSz9dfECgZQmlIWADLnMU9KHUTu9IhDqVd0HTnsCaExdnm5bVl%2FtZnCnAvZf8QYAiwudShY8xL9q722w0abrinfjXtBETtxnTrBxDw%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=AVxigLIEnKHIs3fCv%2BAvT7eodx4BOX0Xz8ZCVOTMoKfegdPZiGvVcTdOzTFZ46qqwDpO1g2p%2BeFUBOnKlQrv56EAd5vJS4cLUyZF479BQsc9ZeuMsL70eGXXpoBpBnau%2Bmmk7WTJbeNjedgy4iqFN9kyF%2BF83ZGmC3%2FGDJmb7clTVK6LT%2FCrCScARN%2BsbITSKnHBGNFMpMxffJBJlzI%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=AVxigLLcnFeFlPUTcfHi3TPvjKWrgqbGrsxq9%2FoLKb1Sy7GcJZmNyB4KMTfKwa3v0ALhUeYhKmPgOLLHTOZJeDYNDDv6s61ZYDVZ3KQINYMoTuzZLhHPGKrmlADKBAccwzhLfvYlzrEZRYD9s1MzHD6FbBrQyKja7esMCCld2kk4pyODtt9gJWlqPcBrUaEEiW7CvKiEcQ%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=AVxigLKxeKi63Hd9oT%2FVO0ty8Rq%2BdbHLSFCdnwiVh51JCzTRqls08f%2Bq7OVxhBS%2Fn8LC6ybMAn8TtweXWo9A6Ux6xw2BS8LeornTttzaI%2BKvto%2By3xgIDnmBExAmg9ZFxJZMBY0AcPmVFGQ6R458SV8czJxIxmpW37KDZvLRbWDWfOM45Raus6qvUWEu%2Fs5Zbpb%2FDcuy&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=AVxigLJjxDA1x7Zx91SoG0T1hao6LKtNK%2BsIxACXAac%2F2q7m4tfLHsFV611dHuCJ9AfJbDsdrvBIvt%2FRXAyRADqkLmrb%2FQCRdATzvVd0FYxFqdDYAoNXuvr2ZzqLIE6iLU7nW%2BxzvMNRVFRDgcbCmxyL64iZQGc5RVuBOjnkXiKSLNvQKmyaWuY6ElBSKqKquI9LPV0UX7dYghZSrg%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=AVxigLJgAR7cS3kF%2Fl6lZ8H2O7dAeeX98u1Wom4q8boWoiUHFTfcfBPNakYWzDQH9rlZacOfEaBpzw7xH8pGIS%2FuRsbb6vt%2BDCj2WsNwRSSc2F5Sw7vrPqXUYwxZQaK9S%2Bfigy9skxVxtFQfJhR2TBPX2arc%2BIbsFBVOG56qSwu%2FGfjy40CjgOVMSJ%2B9HZ%2FDNigfMsmA9boG3EX9ei%2BSC8PWEguMAu4f%2BUA%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=AVxigLIaaVDCfBIaopDh3upKPcxwaQQxRwh2plTK4nXrmNuu6xQdoX%2FqrD%2B4XMPucLPd5XiWxcE2tCXMST4xuu4mn0nIUFY3N9etqAREw%2FcsAPRFMOQRRit5Jr05wtaTHuefF%2B%2FZgSgEM1NU51ZCLtJoKv1ZAkyTmiH4nc6YzaBK%2FfFQIrogR0o6cbxM%2FaxhARc6MKHeAsG2PfNLqAKevffkO1%2FnBfJ750pS2ck%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=AVxigLL5rntEtb7RWiXy%2BPS62p2XXmj4FL7uE0wWIZnhuOE3q1akVWQPnnykye2AfJuXtXy5SPnpdi31ktP00XDlxlaMwc8YCu0f%2BA2qHiHmVJg7L1enTnsBDzxZUAMYLWsL%2FzfcJXcreCYraKM%2FYHmtgZXW1BipUnI7qAo86oUcssmWBFdqLErVImX7u6If2yzS8gm5TlijJlkhvtweujZVRjOOiPy3hEU%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=AVxigLJjxDA1x7Zx91SoG0T1hao6LKtNK%2BsIxACXAac%2F2q7m4tfLHsFV611dHuCJ9AfJbDsdrvBIvt%2FRXAyRADqkLmrb%2FQCRdATzvVd0FYxFqdDYAoNXuvr2ZzqLIE6iLU7nW%2BxzvMNRVFRDgcbCmxyL64iZQGc5RVuBOjnkXiKSLNvQKmyaWuY6ElBSKqKquI9LPV0UX7dYghZSrg%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=AVxigLLoCwG11XTCdMAqNgF8WpO73e4JxgmNtmFYDxVqQxMbEf9RP8n%2Bibhsw34j404khtjy4s2LhOaBEvZJUOAp4IDJZn5XiN8REacZk3gXFFXtb1vrAj4spsDGyAPEhJY7GdBQdc7AWW86ue2OuVP7Yqvar6iAAPSwz7VFKgk5mA7PSjFlDfhYEaaOqbatzMAj%2Fh3AIS6nQ9G6TucKLWc%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=AVxigLLZzml5x%2BQPWZUgAZLAQK%2B70ZqrBF66qAZ%2BPUHwzCxbxdBTZAJDL4%2FW%2FhPruzak%2FVJTUbHg1U4ruwrOzUuZLvmD2Dq9pWnLv2WxrIAL3zxzAF2X2MLmzWIR%2B0k%2BGYfHNojang%2FFN2jBGWhOB%2BDJEzlCTaXXadDIpLWexe2rfldSGg%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=AVxigLInQssy0mNE%2FnqArBiec5sE4lp15QNxS%2F4SKTKB%2BAe0LMSAYPu9hx80SgbYtmFvHCdU4SIE99dUgw5UYn6y54KCcOC89NDjjljnoQEyILjnhDQjv%2B%2FzdtgppHNtF1KYqPEJPi6PwizjLRPQc5EpKIRvIptcNos9S3VjrSdN939bKWj9NRcyK%2F2OrqIhzA%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=AVxigLK2NxU%2BJd9n%2BW3YQI7XqN4MIIzXZZO%2BNVhHcYXExwbKCcx3vhkbwZNhSV2ZWNEfaDbOZ%2FB5DZNwxmoJ4vikyd1F7Jj0LbTqSVpc0s%2FNKtLeLYTlaUmnl9%2BS%2B0mNb9CE8fQtQ9B6raZ7PvBqT4%2BC0GcDNz8VAb32xGaAwdkW&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=AVxigLISMi0GCGUyOmih5Z4bhxCENdgGzcf5qBMZsF7Ss74mnIDhtk%2FYitgNol50XLRzZzGiJpwiHqf60w63RK93fiTediiOi4dUN1hE7SjuSBrC%2FIq%2FuNwinRguhC9i%2FORiet03lSU1ZSwnNAgVtJcFIT6kNkSCWtvZoN9j1iYIVwx1dLd%2BOCbb28KToQ%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=AVxigLLFv%2BXDuiiSuZJ0TxDwu6UbjqfwU%2FWhTRKZzTHN8MoDgWSnkloIbMslbH%2BYl0UnuPR6mQ2A4Y6YCqa2A6aZ3qF%2Fn13p%2FnbzuU%2FXZ5%2BmWlCl%2FLsQ0zC0int0y%2FmKUJd%2BEma4Aln3woGj0vm7veC7okZgJ%2BvuI6K%2FnyUrbDAZEOs%2Fu4kgVEtDCz82xJ3U%2B7i9upi5DcLt5w%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=AVxigLKkeEH3s5VoJvjZ7I4HqhYeZ47MW6lJDPwJWz98a424upqS3lsDWoYVgBtMB%2BKopeCwEPaJYQ1FpnRefRpzcy0CndWZiC0vulb%2BF7LsXPvJg7yxf%2FwBW97qJc7DULHi7QCq4rqtB7XBy2WRcTtQeZKoATvF7N6pHZQqlEnZ6dbS1HSrkCg0HShL5A%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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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

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

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

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Our Company

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

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

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

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

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[![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=AVxigLJIKDpM2OXLHM2tUuwtBqMuLjHMCUjpf1DDj4i6mNwHzwEgSEt5SUIC6kHxNNIdC%2FZbJ8eKSW0Sl7pAS80dxGJ2ZQSV56zQ7am6DIXcVk%2BJaj%2FODAw0qPT1uRVb8jMN82DZK5jwHymBR20Hymxkza6fQR3DS3smo2M3u0SXPIMvE0dnY%2FyoEmneH4rCm%2FNSRg%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=AVxigLIQclifmNhqVd7kOro1QOF1AOh6ZYJQxxyGdb1shf%2B0GHAkYd9nP2g1wMYgEVGM1Dz7ykgkHNFt5bEiZFV9p8lO2Gq%2F%2FhTeOe09qHTj9Lu6zlNtJL1T19oihH%2BQItKUiiY0mg%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=AVxigLIQclifmNhqVd7kOro1QOF1AOh6ZYJQxxyGdb1shf%2B0GHAkYd9nP2g1wMYgEVGM1Dz7ykgkHNFt5bEiZFV9p8lO2Gq%2F%2FhTeOe09qHTj9Lu6zlNtJL1T19oihH%2BQItKUiiY0mg%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=AVxigLIKe4SoyTFSaDFWS51p0pis0WR4SvSZdIy96I0HNky3XWbXiRFlNXPm2FfSq%2BL9hQkoKR7mA68Y3NkOBC2G9s9aYqpSQ1yWmX1ZHceAUblVInnfDU%2BuG9GXpVUDaj%2FP4d34FJcloF0EVIga4mkCSma7jX4bOqp%2BkUA0%2BcvBvkAWWlUWfLzb%2BcAG5TmYYqK%2FZ41lL6xZ7B%2BBDxb9ll1X1g%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=AVxigLJbY26AdLYV5F%2BGX4byQXUCbYwVMDre2GRdnuz79wM%2BW2CXvPpsuWMGYEwn81Zzqppwf8yQgLOjZ%2Fms4QAIsOpSe%2BthnSnutSr%2FH3S9nmHQdtRmfFEC0ROwKZLD56aVmtYwNHTLt8K9qMZeMP%2F%2BqyLYG2zDZ9tI1LCVIwYOcU1bMCwdzgEaSFMij9T0Xu30Zfzd2drBPMQU5w%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=AVxigLLTmRczKe5ofYA1HYszwkSc51GpkwCQXCzqCtjPCG%2BzosdDTZU2hms%2Fn%2BUC5l86jJKH9UqO9ZDmzS97T7mSXp20pO61MZsDR6NI03rRrQAtdLgDSzZ09VKVQsKhnFX%2BDWt6uv%2FRL%2B91eZpMJLpQn4xpYVeknoyr8kiW9HTk4w%2BIBiVOSvVbCzduxPGRNbvSjQgNvOvEOWMNug%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=AVxigLKdh60hOODPVG8jprwV8UfCLNkqbHaoSxfMxfyeol%2B3xXVRTSn%2FYTdcyKugsdVtUoX1UbQLEYqTWPq9vH3kY7ruw06%2BDDh%2BPKVDvrxnEkL99gvUukciBu33nWwtyAzT1VsIzLYlAveiGgeCMnR0M7LuQ%2Fhx380H5oWy8blx7gc%2FDMUSSvDjlMmNeeD5BEBqEoOHc%2F5YH2UFvPb0PukMfoY%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=AVxigLKTV05CkmV1IHdUJ8PBZF3a7lmWYBfp3%2BdUFxYklxv%2Fl1eG%2FaX5J6sjb4c1rvSzcHW06aE0rUNsf0d5aR%2F4qTKdbxMs9SkyOeaQCPGjSk%2FcL%2Fo9P0bDKHdGYVV4bKUlvb4JUzFiD8Th4%2FUg%2F8AADHVIAkd2Tx2rtL0MuwdyL6LGKSvct7GnSDHbJOozsdu%2BOfwJ6%2BgZY5%2BPUUpY20o%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=AVxigLLdlk5kTFEQ%2BERv37wmhZQrU4uZ76kEDOw73bOpq95SfE%2Bm4sLFqAWdKkYwkMysaQbYyqzaO%2BUyGysWWhksc2CKzgfhpCFHsqyUGTRfSaQdZevwYnBNXCdLxfpHCUvZHHsxEVb5da8rPfJd6ttL2LFDfdPDyK5103CzDW5Uqd2pCtbsmcM9Mz1K6xu0tmB5XgDUdbSKO0l9jTpceQ58LByKPQ%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=AVxigLKEFH4pxmAXfsZ7CVV11nFthXObc4xnQBu10c2SBohj4F6s94eTIkGIghReF8KxoFvyliCPxdYKHhOQjQJOU7XNWytGyKNeJAoaip6wNPAY0vYLAbCbVwE3LnHy0nLVwRGv6KtF0cgHfS%2Fk%2FmmxumVpfhUC4sn1vyqi%2F922rKhvVaKONxkuY8maou8svLH%2FDFROe6ZXOIZhyV83OxYZiXY5WsE%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=AVxigLJYa%2Bpz6kzyjROeshcJGEj4UfmhugJlb4McZEtVjxTtbG66pcMw3TQK89ZWEPWlVZ%2BZariyp3%2FrgaskHefUsnDlGem268Y2D91TtcP2mFhgCx8aKlS%2BkT22vp6QVW7fya44LmI%2FqVdDqO6eiNeT4gUxVac9dBnxiojRIC9rCexL7Jxf3zJDE56U0Mz3WZa%2B5k2Urp9EzvC6kKDuI8NrR%2FI%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=AVxigLKH4yDqSoh29iR7835m1df4H1b1uKLv5wYf%2BohZtbkyV0S0WTm0rcdimeQrtTu1GGs35oewXTDIl4zMon%2BuGAyc8wqZWCCBIn%2FvRihzUVRG3nh%2F1zCWBmQRgk8R%2FoD5c7jJseIfd3uFjpuZ%2B8dCUEkTWBb05u2lUPsapQ%2BLuxB5B9XgfuGL0rQqoXEoTJDcr1unlTHtn9uSI0qbt2%2FobQ%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=AVxigLJl1pOirpNzd3F0zmFF6mpoZaK9u4z5LfR4NbuHV8SZfoKVPvdw3sLESCoXrEGpQuJGb%2BPeJ6ZJh8JoL8ZQ4u4vMn8SPw2eLnvXB1Bu4ZazRe8cYrgMLWvt4DiILRnxMAT4S%2FPIEM3DFJZDOiPxH5CXnJDnxBM6cAGdHWTnqM0WJF544wDefOwcOZmA5ikpDxQb0%2FEjNupCT%2FFHnIIGI4nH6aMiHXQZhrDu0Ozsv0e6Vw%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=AVxigLLEim%2FYt4Nm2FshIZY6uFvlbphW9e6%2F4CTOFoSk7Jl8DFRadDrrLO7o5UoteaL11G%2B29zAF7bRHXGgLL3Lox458kTGV4Crs%2BIxdbVGa%2BVMWMOw8bldq%2BsOLWqcTLnZVIBEgpLEpxev2FDvdiUlekRtWO9VkoqWeImOpVyOC%2FTz1%2FUvICNupPJckYwCFo7efFtmU4FAeqHk4wxjzc9b%2Bjm9O&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=AVxigLK7gIVNj5HaGUUelZGselGSy0BZvqBIDwjGaY7dpdLMSDr9fanrWaiYx0nefby7%2BF1luNh0683BqIkbu1Nvh%2Bj%2BMdqDTkSs0FqCjPAHakWhRQt8Q1plj%2FNBPtpGJtPjtLpA9vJyinLt3tINyGcmCtNEIceN5kQbzAWH%2Fxfn8YZj1Thai4C1LhzD5U1JXcU58%2BsywawkPHKcloPEbtMj4kzSrw%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=AVxigLJuJUoion%2FApqkg%2FIBfC4BnHDY9RbApR%2BIW%2BeX5tByxhhQCfu4orKowHLlXQU6X4mK5UWRfnkiJkO9E2jcdpfYMK%2Bomi1wpiHAnUPzbo20LDV0naukUXZpBa8E5unqO3z1NG8m9o9NlOBEmb9PU2s6Y%2BkDRw5aERZoYft7m5ZBW5oigOKY3HtPNWbwwrVGYrfbwTTNOnM3%2B55tndjbYlYEMlni6efs%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=AVxigLLA7lwpG11%2B%2B42NR5%2F4nRfbLTr%2FnHXJVuYUDQU%2BD6O4%2FcOP0tJX62qehj3Shr3E%2FWT0dP6FSnk3qqSF6L4qRmsrykmsNCLti8IQJDOLljIQrI0WlqSz9dfECgZQmlIWADLnMU9KHUTu9IhDqVd0HTnsCaExdnm5bVl%2FtZnCnAvZf8QYAiwudShY8xL9q722w0abrinfjXtBETtxnTrBxDw%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=AVxigLIEnKHIs3fCv%2BAvT7eodx4BOX0Xz8ZCVOTMoKfegdPZiGvVcTdOzTFZ46qqwDpO1g2p%2BeFUBOnKlQrv56EAd5vJS4cLUyZF479BQsc9ZeuMsL70eGXXpoBpBnau%2Bmmk7WTJbeNjedgy4iqFN9kyF%2BF83ZGmC3%2FGDJmb7clTVK6LT%2FCrCScARN%2BsbITSKnHBGNFMpMxffJBJlzI%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=AVxigLLcnFeFlPUTcfHi3TPvjKWrgqbGrsxq9%2FoLKb1Sy7GcJZmNyB4KMTfKwa3v0ALhUeYhKmPgOLLHTOZJeDYNDDv6s61ZYDVZ3KQINYMoTuzZLhHPGKrmlADKBAccwzhLfvYlzrEZRYD9s1MzHD6FbBrQyKja7esMCCld2kk4pyODtt9gJWlqPcBrUaEEiW7CvKiEcQ%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=AVxigLKxeKi63Hd9oT%2FVO0ty8Rq%2BdbHLSFCdnwiVh51JCzTRqls08f%2Bq7OVxhBS%2Fn8LC6ybMAn8TtweXWo9A6Ux6xw2BS8LeornTttzaI%2BKvto%2By3xgIDnmBExAmg9ZFxJZMBY0AcPmVFGQ6R458SV8czJxIxmpW37KDZvLRbWDWfOM45Raus6qvUWEu%2Fs5Zbpb%2FDcuy&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=AVxigLJjxDA1x7Zx91SoG0T1hao6LKtNK%2BsIxACXAac%2F2q7m4tfLHsFV611dHuCJ9AfJbDsdrvBIvt%2FRXAyRADqkLmrb%2FQCRdATzvVd0FYxFqdDYAoNXuvr2ZzqLIE6iLU7nW%2BxzvMNRVFRDgcbCmxyL64iZQGc5RVuBOjnkXiKSLNvQKmyaWuY6ElBSKqKquI9LPV0UX7dYghZSrg%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=AVxigLJgAR7cS3kF%2Fl6lZ8H2O7dAeeX98u1Wom4q8boWoiUHFTfcfBPNakYWzDQH9rlZacOfEaBpzw7xH8pGIS%2FuRsbb6vt%2BDCj2WsNwRSSc2F5Sw7vrPqXUYwxZQaK9S%2Bfigy9skxVxtFQfJhR2TBPX2arc%2BIbsFBVOG56qSwu%2FGfjy40CjgOVMSJ%2B9HZ%2FDNigfMsmA9boG3EX9ei%2BSC8PWEguMAu4f%2BUA%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=AVxigLIaaVDCfBIaopDh3upKPcxwaQQxRwh2plTK4nXrmNuu6xQdoX%2FqrD%2B4XMPucLPd5XiWxcE2tCXMST4xuu4mn0nIUFY3N9etqAREw%2FcsAPRFMOQRRit5Jr05wtaTHuefF%2B%2FZgSgEM1NU51ZCLtJoKv1ZAkyTmiH4nc6YzaBK%2FfFQIrogR0o6cbxM%2FaxhARc6MKHeAsG2PfNLqAKevffkO1%2FnBfJ750pS2ck%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=AVxigLL5rntEtb7RWiXy%2BPS62p2XXmj4FL7uE0wWIZnhuOE3q1akVWQPnnykye2AfJuXtXy5SPnpdi31ktP00XDlxlaMwc8YCu0f%2BA2qHiHmVJg7L1enTnsBDzxZUAMYLWsL%2FzfcJXcreCYraKM%2FYHmtgZXW1BipUnI7qAo86oUcssmWBFdqLErVImX7u6If2yzS8gm5TlijJlkhvtweujZVRjOOiPy3hEU%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=AVxigLJjxDA1x7Zx91SoG0T1hao6LKtNK%2BsIxACXAac%2F2q7m4tfLHsFV611dHuCJ9AfJbDsdrvBIvt%2FRXAyRADqkLmrb%2FQCRdATzvVd0FYxFqdDYAoNXuvr2ZzqLIE6iLU7nW%2BxzvMNRVFRDgcbCmxyL64iZQGc5RVuBOjnkXiKSLNvQKmyaWuY6ElBSKqKquI9LPV0UX7dYghZSrg%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=AVxigLLoCwG11XTCdMAqNgF8WpO73e4JxgmNtmFYDxVqQxMbEf9RP8n%2Bibhsw34j404khtjy4s2LhOaBEvZJUOAp4IDJZn5XiN8REacZk3gXFFXtb1vrAj4spsDGyAPEhJY7GdBQdc7AWW86ue2OuVP7Yqvar6iAAPSwz7VFKgk5mA7PSjFlDfhYEaaOqbatzMAj%2Fh3AIS6nQ9G6TucKLWc%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=AVxigLLZzml5x%2BQPWZUgAZLAQK%2B70ZqrBF66qAZ%2BPUHwzCxbxdBTZAJDL4%2FW%2FhPruzak%2FVJTUbHg1U4ruwrOzUuZLvmD2Dq9pWnLv2WxrIAL3zxzAF2X2MLmzWIR%2B0k%2BGYfHNojang%2FFN2jBGWhOB%2BDJEzlCTaXXadDIpLWexe2rfldSGg%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=AVxigLInQssy0mNE%2FnqArBiec5sE4lp15QNxS%2F4SKTKB%2BAe0LMSAYPu9hx80SgbYtmFvHCdU4SIE99dUgw5UYn6y54KCcOC89NDjjljnoQEyILjnhDQjv%2B%2FzdtgppHNtF1KYqPEJPi6PwizjLRPQc5EpKIRvIptcNos9S3VjrSdN939bKWj9NRcyK%2F2OrqIhzA%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=AVxigLK2NxU%2BJd9n%2BW3YQI7XqN4MIIzXZZO%2BNVhHcYXExwbKCcx3vhkbwZNhSV2ZWNEfaDbOZ%2FB5DZNwxmoJ4vikyd1F7Jj0LbTqSVpc0s%2FNKtLeLYTlaUmnl9%2BS%2B0mNb9CE8fQtQ9B6raZ7PvBqT4%2BC0GcDNz8VAb32xGaAwdkW&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=AVxigLISMi0GCGUyOmih5Z4bhxCENdgGzcf5qBMZsF7Ss74mnIDhtk%2FYitgNol50XLRzZzGiJpwiHqf60w63RK93fiTediiOi4dUN1hE7SjuSBrC%2FIq%2FuNwinRguhC9i%2FORiet03lSU1ZSwnNAgVtJcFIT6kNkSCWtvZoN9j1iYIVwx1dLd%2BOCbb28KToQ%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=AVxigLLFv%2BXDuiiSuZJ0TxDwu6UbjqfwU%2FWhTRKZzTHN8MoDgWSnkloIbMslbH%2BYl0UnuPR6mQ2A4Y6YCqa2A6aZ3qF%2Fn13p%2FnbzuU%2FXZ5%2BmWlCl%2FLsQ0zC0int0y%2FmKUJd%2BEma4Aln3woGj0vm7veC7okZgJ%2BvuI6K%2FnyUrbDAZEOs%2Fu4kgVEtDCz82xJ3U%2B7i9upi5DcLt5w%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=AVxigLKkeEH3s5VoJvjZ7I4HqhYeZ47MW6lJDPwJWz98a424upqS3lsDWoYVgBtMB%2BKopeCwEPaJYQ1FpnRefRpzcy0CndWZiC0vulb%2BF7LsXPvJg7yxf%2FwBW97qJc7DULHi7QCq4rqtB7XBy2WRcTtQeZKoATvF7N6pHZQqlEnZ6dbS1HSrkCg0HShL5A%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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&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=AVxigLLK4UObEZ6pjrYm4byThPlbfFchF9JXmHN6axYWgeIh6ylK%2F42NIa3Om7eRFUS1wurliC%2Bv8iU7Egm5%2FAmrCEjSCNkEu0JttR4psuYKXX%2BdNMHFTq5dTHCW2s6%2Bux%2F82fBGAp9I1SLN9r48ckOa49xbWvEnrAQvN3LIUmYqiFEMXg%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJJsSJSsSlP3KCHpwQ9yGbZdD0NAlmk7bnAmz4GHP9OnFGCHbyaM9JDmG2XIZh%2BQlxDxo7rWh8XeyeSYniBGBQ88INXNY5eEo5V42bzVg7mkJddjVq6hJ6JK%2FIAgUR0N1k3mVxN2nlOaLwpNF8Lc6BunAwniUqBHxNzo7%2Bs%2BpV9&webInteractiveContentId=185823046841&portalId=8302174)

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

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# How integrated data, AI and IoT platforms improve asset monitoring

 Rayven, 13 March 2023

How complete IoT platforms improve asset monitoring | Rayven

7:10

The integration of data, artificial intelligence (AI), and [IoT technologies](https://www.rayven.io/iot-platform) to create a single [IoT platform](https://www.rayven.io/iot-platform) for data collation, visualization and application creation has not only transformed how we monitor assets in real-time, but improved all-round asset and business performance.

### What is an integrated Data, AI, and [IoT platform ](https://www.rayven.io/iot-platform)technology?

In short, it's a single platform that's capable of delivering all the functionality needed to deliver on real-time asset monitoring and an almost infinite number of other business use cases, ([see examples](https://insights.rayven.io/iot-solutions)), with three distinct technology sets combined within it, namely:

- **Data** refers to the process of combining data from various sources, such as sensors, databases, and applications, standardising it, and then collating to create a real-time single source of truth for analysis and visualizations (data pipelines and ETL).
- **AI**, or 'Artificial Intelligence', refers to the use of algorithms and machine learning to analyse and make decisions based on the data.
- **IoT, **or the 'Internet of Things', refers to the network of physical devices, vehicles, and other objects that are embedded with sensors, software, and other technologies to connect and exchange data with other devices and systems. In this context , it refers to the collection of data from the field in real-time, as well as the applications that are then built on the platform that users interact with (an IoT solution).

### The platform performs three key functions for businesses:

- It enables you to create a real-time, accurate single source of truth for *all *your relevant operational data;
- Gives you all-new ways to analyse and then visualise it; and
- Provides you with a set of easy-to-use tools to build use case-specific applications that businesses can use to improve performance via human real-time decision-making or AI-led intervention through automations and custom business logic.

All three of these disciplines are needed to deliver on real-time asset monitoring and optimisation and come together in next generation platforms, such as Rayven's complete, [full-stack ](https://www.rayven.io/rayven-full-stack-platform)[platform](https://www.rayven.io/rayven-full-stack-platform), to offer end-to-end capabilities in a single piece of software.

### How do these technologies work together to establish real-time asset monitoring?

Firstly, it's critical to establish reliable, secure data feeds into your integrated data, AI + [IoT platforms.](https://www.rayven.io/iot-platform) This will involve integrating machinery software and systems directly with the platform, as well as installing sensors on the assets that need to be monitored where there  are missing data points (as well as installing connectivity in order to get it to the platform in real-time, which could take the form of simple WiFi and mobile phone networks).

The data that needs to be collected to establish assets' performance are things such as temperature, speed, vibration, and other parameters that are directly related to the assets health, as well as additional data points (such as maintenance schedules, operator information, and other information about assets' use) needed in order to give an overall picture of not just real-time performance, but associated parameters that may be influencing outcomes.

With data being accurately and reliably delivered to the platform in real-time, you can then use its capabilities to create visualizations, reports and dashboards that provide a unified view of all the asset data for employees to use, plus leverage machine learning capabilities to dive deeper into the data; identifying patterns, spotting anomalies, and predicting future performance.

### What are the Benefits of Real-Time Asset Monitoring?

- Optimise operations by identifying inefficiencies and areas for improvement. For example, if a machine is running too hot, real-time asset monitoring can alert the maintenance team to perform preventive maintenance before a breakdown occurs. This reduces downtime, improves efficiency, and saves money in the long run.
- Improve safety by alerting operators to potential hazards. For example, if a vehicle is driving too fast or erratically, real-time asset monitoring can alert the driver to slow down or take corrective action. This reduces the risk of accidents and injuries.
- Improve customer service by ensuring that assets are operating at peak performance. For example, if a delivery truck is delayed due to a breakdown, real-time asset monitoring can alert the customer to the delay and provide an estimated time of arrival. This improves customer satisfaction and reduces the risk of lost business.
- Help businesses comply with regulations and standards. For example, in the food and beverage industry, real-time asset monitoring can ensure that products are stored and transported at the correct temperatures to comply with food safety regulations.
- Reduce maintenance costs by predicting and preventing equipment failures. Real-time asset monitoring can identify when equipment is likely to fail, allowing maintenance teams to fix the issue before a breakdown occurs. This reduces the need for emergency repairs, which are typically more expensive than preventive maintenance.
- Increase asset lifespan by identifying and correcting issues early. Real-time asset monitoring can help identify and correct issues before they cause significant damage to the asset. This increases the lifespan of the asset and reduces the need for replacement.
- Gain a competitive edge by improving efficiency, reducing downtime, and improving customer satisfaction. Real-time asset monitoring can provide businesses with a competitive edge by improving efficiency, reducing downtime, and improving customer satisfaction. This can lead to increased sales, reduced costs, and improved profitability.

In addition to the benefits listed above, real-time asset monitoring can also provide businesses with valuable insights into their operations. By analysing the data collected from sensors, businesses can identify trends and patterns that can help them improve their operations further. For example, if a machine is running at a higher temperature than usual, real-time asset monitoring can alert the maintenance team to perform preventive maintenance. Still, it can also provide insights into why the machine is running hot in the first place, such as a faulty part or a change in the manufacturing process.

Real-time asset monitoring is not just for large enterprises. Small and medium-sized businesses can also benefit from real-time asset monitoring by reducing costs, improving efficiency, and improving customer satisfaction. For example, a small delivery company can use real-time asset monitoring to track their delivery trucks' location and provide customers with real-time updates on their delivery status.

 

To discover more about how our integrated data, iPaaS, Workflow Automation, AI + [IoT platform](https://www.rayven.io/iot-platform) can achieve this for you or to explore our [ready-to-use real-time asset monitoring solutions](https://www.rayven.io/iot-solutions/real-time-asset-monitoring), [speak to us today](https://www.rayven.io/contact)

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#### Author

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

Rayven Rayven is a world-leading integrated data, AI + IoT technology company, providing industrial businesses with the IoT platform and prebuilt Industry 4.0 solutions that they need to increase productivity, efficiency, and improve decision-making.

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### Explore further related content:

<https://www.rayven.io/blog/role-data-etl-asset-monitoring>

Blogs

## [The role data ETL plays in real-time asset monitoring](https://www.rayven.io/blog/role-data-etl-asset-monitoring)

 In today's modern business environments, remote real-time asset monitoring can be critical to the success of an industrial organization, and IoT and AI technology...[Read More](https://www.rayven.io/blog/role-data-etl-asset-monitoring)

<https://www.rayven.io/blog/what-role-does-data-play-in-industrial-iot>

Blogs

## [What role does data play in industrial IoT?](https://www.rayven.io/blog/what-role-does-data-play-in-industrial-iot)

 Data plays a critical role in industrial IoT (IIoT or industrial internet of things) as it is the foundation upon which IIoT systems operate and real-time...[Read More](https://www.rayven.io/blog/what-role-does-data-play-in-industrial-iot)

<https://www.rayven.io/blog/whats-the-right-kind-of-data-to-use-in-industrial-iot>

Blogs

## [What's the right kind of data to use in industrial IoT?](https://www.rayven.io/blog/whats-the-right-kind-of-data-to-use-in-industrial-iot)

 The right kind of data to use for industrial IoT (IIoT) within your IoT platform (and beyond) depends on your specific use case and your individual requirements,...[Read More](https://www.rayven.io/blog/whats-the-right-kind-of-data-to-use-in-industrial-iot)

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