---
title: What Is an Application Enablement Platform (AEP)? | Rayven
description: There are lots of different platforms out there that do similar things, so what exactly is an Application Enablement Platform (AEP) - read on to find out.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Warehouse.jpg
---

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

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

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

[ Services ](https://www.rayven.io/services)

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKX9qNj8eTUhr2qrlKbt%2B0wi2QzWTZCwv4GF30l2p6fSvGZgLmiMbY%2F0ULIgHlzJ10qPhqgXcmf5tZ5d7kSLHpmRvxOCuoEYkdzvIwYBqRwMy9yvdSQuzW0tDVYnNWHZfe3OQ%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg)

**Platform Overview**

A unified platform to integrate, automate, and build custom AI + apps.

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

[![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg)

**Integration Layer**

Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline.

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

[![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg)

**Data Layer**

Transforms + contextualises your data into an AI-ready source of truth.

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

[![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg)

**Execution Layer**

Automate workflows, trigger actions using real-time data + AI.

](https://www.rayven.io/platform/execution)

[![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg)

**Presentation / UI Layer**

Turns your data into real-time dashboards, reports + custom UIs.

](https://www.rayven.io/platform/presentation)

[![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg)

**Security, Governance + Hosting**

Protects the platform with access control, encryption + audit logging.

](https://www.rayven.io/platform/security)

[![integration-file-uploads](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-file-uploads.svg)

File Uploads

](https://www.rayven.io/platform/integration/file-uploads)

[![integration-ai-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-ai-connectors.svg)

AI Connectors

](https://www.rayven.io/platform/integration/ai-connectors)

[![integration-it-ot-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-it-ot-connectors.svg)

IT / OT Connectors

](https://www.rayven.io/platform/integration/prebuilt-connectors)

[![integration-custom-integrations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-custom-integrations.svg)

Custom Integrations

](https://www.rayven.io/platform/integration/custom-integrations)

[![integration-api-endpoints](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-api-endpoints.svg)

API Endpoints

](https://www.rayven.io/platform/integration/api-endpoints)

[![integration-iot-devices-protocols](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-iot-devices-protocols.svg)

IoT Devices + Protocols

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

[![integration-forms-manual-input](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-forms-manual-input.svg)

Forms + Manual Input

](https://www.rayven.io/platform/integration/forms-manual-input)

[![integration-streaming-data](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-streaming-data.svg)

Streaming Data

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

[![data-real-time-data-processing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-real-time-data-processing.svg)

Real-Time Data Processing

](https://www.rayven.io/platform/data/real-time-data-processing)

[![data-unified-data-tables](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-unified-data-tables.svg)

Unified Data Tables

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

[![data-data-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-management.svg)

Data Management

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

[![data-data-transformation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-transformation.svg)

Data Transformation

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

[![data-file-parsing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-file-parsing.svg)

File Parsing

](https://www.rayven.io/platform/data/file-parsing)

[![data-calculation-aggregation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-calculation-aggregation.svg)

Calculation + Aggregation

](https://www.rayven.io/platform/data/calculation-aggregation)

[![data-ai-models-training](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-ai-models-training.svg)

AI Models + Training

](https://www.rayven.io/platform/data/ai-models-training)

[![data-data-storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-storage.svg)

Data Storage

](https://www.rayven.io/platform/data/sql-cassandra-storage)

[![execution-workflows-triggers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-workflows-triggers.svg)

Workflows + Triggers

](https://www.rayven.io/platform/execution/workflows-triggers)

[![execution-control-automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-control-automation.svg)

Control + Automation

](https://www.rayven.io/platform/execution/control-automation)

[![execution-predictive-ai-machine-learning](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-predictive-ai-machine-learning.svg)

Predictive AI / ML

](https://www.rayven.io/platform/execution/predictive-ai-machine-learning)

[![execution-gen-ai-ai-agents](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-gen-ai-ai-agents.svg)

Gen AI + AI Agents

](https://www.rayven.io/platform/execution/gen-ai-agents)

[![execution-approvals-exceptions](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-approvals-exceptions.svg)

Approvals + Exceptions

](https://www.rayven.io/platform/execution/approvals-exceptions)

[![rayven-mcp-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/rayven-mcp-icon.svg)

Rayven MCP

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

[![presentation-dashboards-visualizations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dashboards-visualizations.svg)

Dashboards + Visualizations

](https://www.rayven.io/platform/presentation/dashboards-visualizations)

[![presentation-widgets-ui-components](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-widgets-ui-components.svg)

Widgets + UI Components

](https://www.rayven.io/platform/presentation/widgets-ui-components)

[![presentation-notifications-alerts](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-notifications-alerts.svg)

Notifications + Alerts

](https://www.rayven.io/platform/presentation/notifications-alerts)

[![presentation-dynamic-reports](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dynamic-reports.svg)

Dynamic Reports

](https://www.rayven.io/platform/presentation/dynamic-reports)

[![presentation-custom-form-builder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-custom-form-builder.svg)

Custom Form Builder

](https://www.rayven.io/platform/presentation/custom-form-builder)

[![presentation-screen-flows-hierarchies](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-screen-flows-hierarchies.svg)

Screen Flows + Hierarchies

](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

[![presentation-html-javascript](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-html-javascript.svg)

HTML + JavaScript

](https://www.rayven.io/platform/presentation/html-javascript)

[![presentation-qr-code-generator](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-qr-code-generator.svg)

QR Code Generator

](https://www.rayven.io/platform/presentation/qr-code-generator)

[![presentation-conversational-analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-conversational-analytics.svg)

Conversational Analytics

](https://www.rayven.io/platform/presentation/conversational-analytics)

[![security-hosting-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-hosting-management.svg)

Hosting + Management

](https://www.rayven.io/platform/security/hosting-management)

[![security-white-labelling](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-white-labelling.svg)

White Labelling

](https://www.rayven.io/platform/security/white-labelling)

[![security-deployment-architecture](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-deployment-architecture.svg)

Deployment + Architecture

](https://www.rayven.io/platform/security/deployment-architecture)

[![security-users-roles-access](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-users-roles-access.svg)

Users, Roles + Access

](https://www.rayven.io/platform/security/users-roles-access)

[![security-usage-metrics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-usage-metrics.svg)

Usage + Metrics

](https://www.rayven.io/platform/security/usage-metrics)

[![security-enterprise-security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-enterprise-security.svg)

Enterprise Security

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

[![security-governance-controls](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-governance-controls.svg)

Governance + Controls

](https://www.rayven.io/platform/security/governance-controls)

[![security-audit-trails-logs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-audit-trails-logs.svg)

Audit Trails + Logs

](https://www.rayven.io/platform/security/audit-trails-logs)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKX9qNj8eTUhr2qrlKbt%2B0wi2QzWTZCwv4GF30l2p6fSvGZgLmiMbY%2F0ULIgHlzJ10qPhqgXcmf5tZ5d7kSLHpmRvxOCuoEYkdzvIwYBqRwMy9yvdSQuzW0tDVYnNWHZfe3OQ%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=AVxigLKwkZ3BFY7NCg8labEu0C7ShnSca03yRiORPIj8%2BBc9WOMIneLnY5mD9n8iCnoCux2EOj%2B%2FLPZjeIkOtBv5R56Z2aVGZ9hSF1FZmiXqxqSPpLQy%2BWQVMMJTDpHLeSiaAI6LQEDQEUsT91%2Bx%2BB%2BMXoK0GqppKWX9pddbfu5A6k9c3S7cLOMdi7BjmY7meJtrHSQo%2BdVsGe3gqfeMotk%2BIQ%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=AVxigLK8v5vbqZN1pEa6wPUt2oWvgUG1Eb4WCvV%2BP3chAHGl%2F2FGRaOMQcvHtkOJ2loe77NdTh0ANwQ2xUDsv9%2FKb0pfNnDsBP3YlPSZpOjv5%2FHb5aPQzYvqaqWC7hmMDj94TaQ%2FmY%2FVlyfnboTBqJc0FlHiTftyxi60lZwGkXbRwQGM3v9K1NMNEZedOz50oZ3DUFLWamL9Kda5gA%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=AVxigLKxemj963Fq2eM42Zxo1akU9cE6kVG3iGyJVWVnfCAjXzxowzPEjfADlFzR1eeqWvu1tWKayjiwZMELBOo8iwtaGwywzMqshYMaaJkD9spvyqzLClDwJNR8TcK2ZL6Mz071P83RSvLINpz8T7DVVCLu6lcu1Dt%2BxUmC48s7nQWR6J79AuFI6TqxziUTlloyCcO5oxxmr%2B0LqQ%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=AVxigLKvTCBeulnnBS9zMW2wmJ4q6HvvLUHh1VVd0DxQ46RkfF1ZB7NH0DtLG4qBdpTTVIlVDoW4rMoe61G7%2B76Kp8xikjAty9bLYMV26iffObVXnrnvMr%2FnjtRdj3UvOG7MqsKoxM1zsCfwFCgzGysBLJUhw5S4eZ1B2RNTHS1JBwRcbZtg9mhhwdxltCogt9n918vgc7FpTKNaDQ8ieRgDsEw%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=AVxigLKkLnIUQo%2FMgiQZTRs%2FkPfi24LPd1%2FJicGNtOxSTmDCkuibT0e0Nv%2F6Fj%2BAZuZZCSZv6TmtkGIC5z2gxoubicm4sXTX2Q6o7ikIXCC%2FvaZvvNZycJdCrW29cxrEMKayQWFOHIrkxeUNKpzhl%2BqmbCG1GKQPaYR4ZXQLyUA41baHdTl%2FmaiZrHVPAM9S%2FLyWo7c4xQ4xS5ZlPl%2FhYS4%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=AVxigLIM8I8UIMVkrZg8daKb9m1z2OwtEcJCy8PPqGoC9sZolr0eTf8VmgxpsSjRAL26YuhCjm68BnLwDQXYQxrbQEcyLRtBcyt7uI7qPwX3216O5a90VdsXMK51HHLpzWFnZPkdeye8Hx9eI%2FmRcyIOua7RUPHaYf2fPsWdkCYfX8j%2B3btnQPSMB7tgVB77VtcflYk5SaEnuRdFNyLjOhr9Wt4vTA%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=AVxigLJe7ky53NZk95ZZLtGlFnm9nWClNh6Iy6tN0t57tDBd1UtrvsTIcKxUbmMcNrXnMO%2FSh5iJugZuE38jZM2KCnK8ot1lONVyCoIm8BHI%2FZpJZdiYqJwsFRR%2Bo5v3ds1z%2F2DGaObwACDIevu0hXBsxwruw3%2FEQMSOLpnoWWa8LVzrOAiQ85m0QRUhqcXOlrFyo6Nytdc%2BTfRfDXWw0VGEOOhoTdE%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=AVxigLKq7aVbANciPMxu2ab6XEnKxGI0mEyS0d2qOBVXNNH1yWL9zF5lNFqz7P8bq6meK2IYR6P%2FDG%2BiJ5HX51oKJi1ZExEUDSZ%2FouD8t2eQuVuFM2JEI0oNcyNUCkiaXzPH5Jqa0tdAzB%2FkeIjc911HgdictJzIraFLNJij4AsA%2Fk3DwHSdDxV9mMJ47fnYcotM3QOPoHcioD5K6p6yPB4L%2FYU%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=AVxigLLuYK2JgE8l7WC%2BOy4EigJu5wf%2FVCRjiuRdNBwM2bTiHRoXSvG80FrvZcPDnNk7X0CjsWbIspq0FXl2IfxJrZVzlOv39cLZLrkDBDkR6hj6UtXV951r9ObPm0i%2FNvn3dK5LlNOJCr3HfDB7H7%2BeZV%2FBBqetaYqJdv6KTVLyrL7luDWY1GJ1GDXPG8xNxrMVRwXOBlWG2J5mnLAp7yP%2ByQ%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=AVxigLJHarP7G5qmKruJhumf%2FFFjDaZkxFMvWJH4OWUwPo77aQIwVZU%2B5hwlbAB5OEGcIWVwmvmEtrTmswtPUylGwSefmc%2BBFLXlm9Q9K%2BHYY%2FJxOByurz7dC%2FGRLh4gr2Qn9iTh0Np%2FXulv3B1buf%2FJ7%2Fb7lk%2BKLvNiXwSXA0OpYe75QadNIqIbdKxbfSSYSO8cg4keGLSUeJqs9D5taKrtteF20OWoJ4JcMAPO38tYeFO8JQ%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=AVxigLIRYD3fH7lxL4HpK8MpE9IfkK791KnLi%2F8vHn5sBPhy3oRabnhH2ysfuSERoFHWJgVVlXencVSFOOTcQ52K8KQbVH9KJyEX8lGTo3ccE7bnHGtH4VBSLh%2BncBivvDSI8SvoY%2FxSaIhD8ibSyRPUeW59Hj53R3Xk7WyPN7gepMUcpN0LUfH16AxfEri3S4AOW44QVpCmm4OZeGkmKExCq8IB&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=AVxigLLcPcWvFE8NR2bt0qnx8reyDrXEzVyFMbazia%2Bzs8lW1j%2Bp%2BbJ50wn3QPwMMx5cOoL4FOwBZX5hNCpkibogJP%2B445j%2FeIybVOzXNl%2FuXliKPJp33NzXNpXijnqrQi00QcRvLpEs440qC0GmIPudPQFFIvvANGvreotyeZW8gyb%2B9R%2Frokd0GSb8aWOyiwRbWuxQ%2Fs9D4GOi04NKAZy%2BZqlt%2BQ%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=AVxigLJAodrQdrWu2DdXVu9GdDljRCW0AyCodFcuZ3XDA2r8lS1HszeXDyfUqoVp3zCRvM2BooB0NDYc0puOarMwOVbPcZYyoPNEAHvOujFNnU6i%2FC%2Bq7rDvAoBOPJYEpdzO1y7du89rBQnULYa40aBbNTFr%2BR%2FZvzg0CHnvYm8oq71PtRuzwOjuuNBEG6FP3gKT3Kt496z42w2iaHptY4EBwZGhGANUYpw%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=AVxigLJHI0wA%2F1MOPN0GzK%2BrGUsR54%2BZpHm%2FB4gRZvvB2OvKF85ueM1VMU5KGwH5AUEGOPrfsITC83wQ5S6E%2FYfvv7YdRXBJCXC4mPX1QB6CDrHzcdKjDgFBNhPJXQvHe6slEJZ9%2FfUS22Jx%2Fq9syPwNG8KZUv6acOgct8DOQJIhwqNRT6Rb9WFoh4zeO02Y%2BCLVxkJqgCJj0uF4ASpAlTSrZTE%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=AVxigLJHiIG0V%2BywA01D4i3SyWQsN6uP9smYk2Ex1n%2Fb4y91x4oq2cnkyyEPnlHJHBjS3DrPzTKDp271lMmEXWMn5kPk9BeAtj9TyiESo9kB%2BkUpDHGJCEO88eQFEKTmn3x%2B7GuhWUwj%2BKOwNqwdPq8VOHwkpOazAe5LqIVawQuDMLo2vs3pRnwM76lWb40gmlSCAT%2BzoeEzb3LswSc%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=AVxigLIJ%2BgkZaZZfFOT7l%2FDQtWNEIY8iZlOh%2BZ44haKkFnh5c6vZKtyacE32tScn4UdfsiptlF5MbPs2igWVzVQjm0gbCw3cUVSoMt01zq%2FeCDot4wx7iPtBYsplD7JbRQW5cwaXBTumheCUmBuAATGoJX8ADJQ7xN7u%2F%2F3KttjH1peyZC1jsQ1wGo5aqGyCYI%2BF5F2OHQ%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=AVxigLLVVQPE1DUSBO1zDpwLOfmd95pfQNch%2BpvEPPGKp9JUKmqkekHwA%2FWMJeFsnnH7ghGjPav4XWt0ogZUqw7yT9KLN9B1Fpl9bcGUgORkn3jyZvs5uUY22%2BGqS1ag81vGsZfLJ9Hn5CotUjLDVrgIz6uFoIEHdNVjfG7Fv9yvHc2Zh%2FO%2FWP7jWjh0cXDrakvV9FYe&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=AVxigLJIdolwkRJHqy9%2BNrLBKp61z452LTuxMuG3xdUaKlUbHTYRAx8mNsBcMsg4ttBirpjxXLLMV5vu%2F4h2dyriD9yo4c4mA1OoYv43imkhFR2zm3I8JQQCvw%2B2%2FDfPNGZeOlTAlBnyTPsxFSsK%2B3g%2FhT5Psa9DMlbvtE7YZYeOiVTH3B%2FHSx73WSuICj4PFOVMg%2BDT9cN%2BlsnLzg%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=AVxigLLE5MN3rxn%2BIkIPk4Aw5LHA%2BZVN2AukkjMIuiI7k%2BXc%2FbaR4BpZZ1fdsQScX3wdGmO1kiwy67jA0rDeth7usfflhRWg57HU0iNBsa2lP16VZoiT0wyfdWPjEphEv4rnfYwtQ3sLL5IHqK9Ltycb%2FzOzjFa5NfFdGJtw5g29s5XoFtyIzCzs5tM3DgYFcS%2BXXfFinFDgu4BNyP7%2B3NFLCs5iv3xJx0Y%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=AVxigLJft5%2FQTfvcWGIclOa9ukDLveg04MxAV%2FQEEb%2BNMEnSIgLo04Sz9VHZoiRbYieL8PUIxCdZk1j9bhjk2gw9gxYakdcq2b1PnlxRFSyQWtHCeJH3b1D04s%2F8t4%2FPM1CWBaMfhYEO177SOOLDYl%2Fd1fcPynS2klBCPjIMG2cEwpV8zkExsTwx6A9CIGlWua32w1wsfXnVUjyJRQxKl7AVGIMoqVh6bGwkpZM%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=AVxigLKWks0d%2Bc%2FZ0mEQeEvYkIg8D72i5dGNpQviX7JpB2YaOPyaGq5NK7KZI0YKCouaUoV3Af2rJa7dBNaO9Y423Cf7vtymSSauVGZmZo0ZtBN5lWRvtly%2FraFWi0SVsJNKHPNnDXn0ud%2FJZXILrJFRFRtnXtQRB3FxBDO1yc1blPxEZVO8rY2sFl2ziW5MK17jKtyhb2vO0fdRKxXUMfNhiPL5RRqwe7g%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=AVxigLJIdolwkRJHqy9%2BNrLBKp61z452LTuxMuG3xdUaKlUbHTYRAx8mNsBcMsg4ttBirpjxXLLMV5vu%2F4h2dyriD9yo4c4mA1OoYv43imkhFR2zm3I8JQQCvw%2B2%2FDfPNGZeOlTAlBnyTPsxFSsK%2B3g%2FhT5Psa9DMlbvtE7YZYeOiVTH3B%2FHSx73WSuICj4PFOVMg%2BDT9cN%2BlsnLzg%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=AVxigLItQRkez2HIR%2F05X1bh9ODubsTnrzIgmCCAdO6b3%2FxBT3V40PT%2FbLt4R0NLBZZ%2Bcr0AnbTVi6us%2FUarVNroCf2CeeZ967PbRZYNIv6LILhYVYZJkSlKtolSQFUC6wAzrV5zcsBJ54uLuYO4Q7MIEvKCSYgxABVv%2B%2FphuEEUqRn2SS%2B5jSwEvwxq1GirP6L18odWaV9N5NkmFguqi9Y%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=AVxigLJaBqUZGnIZvRboVuEVp7aFB4CogbFqneldMkKUGiHACZK7sVOhPRGFUho0LzPXnYtW2K4jw7p5ABWDhwP%2F3e1rFwUg7sANL%2FQQ6U9TPo62ztF5xFzqz7Rgggsp01sg8EyoAGX2qPiHK9%2BuZJ0C2U3boPLVASnjx0VcE0E1NzIInQ%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=AVxigLLD4bEqwPGgWmUcCXo%2BJSXHS%2FZnKtcvdBqsxBfvXKwj2BtEaYrC81%2BbyeqgAlTowPOd%2FSp9QUYDdV2vC2x5etPhPTHZoIR3XDWp9gHXM%2FYQZ3pRyiik31%2FwhrEserlH%2BiiE8%2Fmlv%2BlwQRVocSigyLMjJ%2FFfHLZfjsPjQQIbH2CGJKHRf1T2oOx1Tv5KCA%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=AVxigLLeiukAxz1jnd1vTQt0sq3wUbmVLtJf0ArKnunwNXVl4Le%2BlRe%2FOPfA5A6sMjKAzljHxZCnP%2F8k%2BppNfy9DJKQAKTdMQRUjB9OG7kpmD78ZsmrEvozbMWqY2BOpjZj1EZO7PeQEwPiIM%2BqhFC%2BqtkOcQ%2BUwoWcrQt0fNb5j&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=AVxigLJJTshVvosUOQwuxyrQX6orbE%2FU2FMQ6nRaosxDB2mgedvc6fuwueNWpoAJMKhpkA4sm7YGRGk%2FuTQYkn0uATNFwhPTQuw8i5KxhJeqQXuI91rI7ScvPN2GLcYIEBPMRUTcfTBzj8Zoe1jhP3fHXCtdwZYH73II4fgcQ6H3Ov1y0flrfueAl%2F7Vpw%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=AVxigLKMZBADKiL7gtoWmhwyeunNQbaEyODusxNnzrBt4JlV9H7LZ4ISyilKnsytNa538GdvXpsex%2FznGt4MvQoKAF%2FKQXFpyJVsvETFBdPDgmQjZlWhqN1%2FF3ZMVGURY0MQ7yRF0JUS2Dd6QKez3YjyLHlGveJ5H%2BfE4dH17EO2kdXWkKgv4Oa23rHcBY%2FKrw2qo6EKsq6ZgA%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=AVxigLJIbxpTIDyhTYUNgBhbUQVGQpvCQiT2JWLGuIWHC9QqCQxjCXOgi84gYSW0TWzOwNR9jnvmwMeFF9UNysmeaiIavrUTcJUCuhDJXt964mrJPWFGA8XE45w2F%2FZwWc6j5ddHRlMs3ahfPB7LRLB1v%2B1w37OSsog8%2FNSbEv4Wj%2BNWTjiG9ESi1odF3Q%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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&webInteractiveContentId=185823046841&portalId=8302174)

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Library

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Our Company

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

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[![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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI5Hi41x37lPg%2Fws4zjjLav7BOcYq6dRGrWlSvuZGSGibM%2BQoLuvyGdSSZcUTH6wXM1m8poxrz1OV7hsugeRnTQ2CoZ1%2BGrRvM87K1fCwgSQxtCwCG5y3VZPuTist5XY%2FnHaLvEdo0uKBI8AsJa6do%2B7eUJeSOWdT4Lf%2FnoMbIyKuJNKVtPPvXGiQOQox%2BoYg%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=AVxigLKX9qNj8eTUhr2qrlKbt%2B0wi2QzWTZCwv4GF30l2p6fSvGZgLmiMbY%2F0ULIgHlzJ10qPhqgXcmf5tZ5d7kSLHpmRvxOCuoEYkdzvIwYBqRwMy9yvdSQuzW0tDVYnNWHZfe3OQ%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=AVxigLKX9qNj8eTUhr2qrlKbt%2B0wi2QzWTZCwv4GF30l2p6fSvGZgLmiMbY%2F0ULIgHlzJ10qPhqgXcmf5tZ5d7kSLHpmRvxOCuoEYkdzvIwYBqRwMy9yvdSQuzW0tDVYnNWHZfe3OQ%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=AVxigLKwkZ3BFY7NCg8labEu0C7ShnSca03yRiORPIj8%2BBc9WOMIneLnY5mD9n8iCnoCux2EOj%2B%2FLPZjeIkOtBv5R56Z2aVGZ9hSF1FZmiXqxqSPpLQy%2BWQVMMJTDpHLeSiaAI6LQEDQEUsT91%2Bx%2BB%2BMXoK0GqppKWX9pddbfu5A6k9c3S7cLOMdi7BjmY7meJtrHSQo%2BdVsGe3gqfeMotk%2BIQ%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=AVxigLK8v5vbqZN1pEa6wPUt2oWvgUG1Eb4WCvV%2BP3chAHGl%2F2FGRaOMQcvHtkOJ2loe77NdTh0ANwQ2xUDsv9%2FKb0pfNnDsBP3YlPSZpOjv5%2FHb5aPQzYvqaqWC7hmMDj94TaQ%2FmY%2FVlyfnboTBqJc0FlHiTftyxi60lZwGkXbRwQGM3v9K1NMNEZedOz50oZ3DUFLWamL9Kda5gA%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=AVxigLKxemj963Fq2eM42Zxo1akU9cE6kVG3iGyJVWVnfCAjXzxowzPEjfADlFzR1eeqWvu1tWKayjiwZMELBOo8iwtaGwywzMqshYMaaJkD9spvyqzLClDwJNR8TcK2ZL6Mz071P83RSvLINpz8T7DVVCLu6lcu1Dt%2BxUmC48s7nQWR6J79AuFI6TqxziUTlloyCcO5oxxmr%2B0LqQ%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=AVxigLKvTCBeulnnBS9zMW2wmJ4q6HvvLUHh1VVd0DxQ46RkfF1ZB7NH0DtLG4qBdpTTVIlVDoW4rMoe61G7%2B76Kp8xikjAty9bLYMV26iffObVXnrnvMr%2FnjtRdj3UvOG7MqsKoxM1zsCfwFCgzGysBLJUhw5S4eZ1B2RNTHS1JBwRcbZtg9mhhwdxltCogt9n918vgc7FpTKNaDQ8ieRgDsEw%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=AVxigLKkLnIUQo%2FMgiQZTRs%2FkPfi24LPd1%2FJicGNtOxSTmDCkuibT0e0Nv%2F6Fj%2BAZuZZCSZv6TmtkGIC5z2gxoubicm4sXTX2Q6o7ikIXCC%2FvaZvvNZycJdCrW29cxrEMKayQWFOHIrkxeUNKpzhl%2BqmbCG1GKQPaYR4ZXQLyUA41baHdTl%2FmaiZrHVPAM9S%2FLyWo7c4xQ4xS5ZlPl%2FhYS4%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=AVxigLIM8I8UIMVkrZg8daKb9m1z2OwtEcJCy8PPqGoC9sZolr0eTf8VmgxpsSjRAL26YuhCjm68BnLwDQXYQxrbQEcyLRtBcyt7uI7qPwX3216O5a90VdsXMK51HHLpzWFnZPkdeye8Hx9eI%2FmRcyIOua7RUPHaYf2fPsWdkCYfX8j%2B3btnQPSMB7tgVB77VtcflYk5SaEnuRdFNyLjOhr9Wt4vTA%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=AVxigLJe7ky53NZk95ZZLtGlFnm9nWClNh6Iy6tN0t57tDBd1UtrvsTIcKxUbmMcNrXnMO%2FSh5iJugZuE38jZM2KCnK8ot1lONVyCoIm8BHI%2FZpJZdiYqJwsFRR%2Bo5v3ds1z%2F2DGaObwACDIevu0hXBsxwruw3%2FEQMSOLpnoWWa8LVzrOAiQ85m0QRUhqcXOlrFyo6Nytdc%2BTfRfDXWw0VGEOOhoTdE%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=AVxigLKq7aVbANciPMxu2ab6XEnKxGI0mEyS0d2qOBVXNNH1yWL9zF5lNFqz7P8bq6meK2IYR6P%2FDG%2BiJ5HX51oKJi1ZExEUDSZ%2FouD8t2eQuVuFM2JEI0oNcyNUCkiaXzPH5Jqa0tdAzB%2FkeIjc911HgdictJzIraFLNJij4AsA%2Fk3DwHSdDxV9mMJ47fnYcotM3QOPoHcioD5K6p6yPB4L%2FYU%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=AVxigLLuYK2JgE8l7WC%2BOy4EigJu5wf%2FVCRjiuRdNBwM2bTiHRoXSvG80FrvZcPDnNk7X0CjsWbIspq0FXl2IfxJrZVzlOv39cLZLrkDBDkR6hj6UtXV951r9ObPm0i%2FNvn3dK5LlNOJCr3HfDB7H7%2BeZV%2FBBqetaYqJdv6KTVLyrL7luDWY1GJ1GDXPG8xNxrMVRwXOBlWG2J5mnLAp7yP%2ByQ%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=AVxigLJHarP7G5qmKruJhumf%2FFFjDaZkxFMvWJH4OWUwPo77aQIwVZU%2B5hwlbAB5OEGcIWVwmvmEtrTmswtPUylGwSefmc%2BBFLXlm9Q9K%2BHYY%2FJxOByurz7dC%2FGRLh4gr2Qn9iTh0Np%2FXulv3B1buf%2FJ7%2Fb7lk%2BKLvNiXwSXA0OpYe75QadNIqIbdKxbfSSYSO8cg4keGLSUeJqs9D5taKrtteF20OWoJ4JcMAPO38tYeFO8JQ%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=AVxigLIRYD3fH7lxL4HpK8MpE9IfkK791KnLi%2F8vHn5sBPhy3oRabnhH2ysfuSERoFHWJgVVlXencVSFOOTcQ52K8KQbVH9KJyEX8lGTo3ccE7bnHGtH4VBSLh%2BncBivvDSI8SvoY%2FxSaIhD8ibSyRPUeW59Hj53R3Xk7WyPN7gepMUcpN0LUfH16AxfEri3S4AOW44QVpCmm4OZeGkmKExCq8IB&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=AVxigLLcPcWvFE8NR2bt0qnx8reyDrXEzVyFMbazia%2Bzs8lW1j%2Bp%2BbJ50wn3QPwMMx5cOoL4FOwBZX5hNCpkibogJP%2B445j%2FeIybVOzXNl%2FuXliKPJp33NzXNpXijnqrQi00QcRvLpEs440qC0GmIPudPQFFIvvANGvreotyeZW8gyb%2B9R%2Frokd0GSb8aWOyiwRbWuxQ%2Fs9D4GOi04NKAZy%2BZqlt%2BQ%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=AVxigLJAodrQdrWu2DdXVu9GdDljRCW0AyCodFcuZ3XDA2r8lS1HszeXDyfUqoVp3zCRvM2BooB0NDYc0puOarMwOVbPcZYyoPNEAHvOujFNnU6i%2FC%2Bq7rDvAoBOPJYEpdzO1y7du89rBQnULYa40aBbNTFr%2BR%2FZvzg0CHnvYm8oq71PtRuzwOjuuNBEG6FP3gKT3Kt496z42w2iaHptY4EBwZGhGANUYpw%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=AVxigLJHI0wA%2F1MOPN0GzK%2BrGUsR54%2BZpHm%2FB4gRZvvB2OvKF85ueM1VMU5KGwH5AUEGOPrfsITC83wQ5S6E%2FYfvv7YdRXBJCXC4mPX1QB6CDrHzcdKjDgFBNhPJXQvHe6slEJZ9%2FfUS22Jx%2Fq9syPwNG8KZUv6acOgct8DOQJIhwqNRT6Rb9WFoh4zeO02Y%2BCLVxkJqgCJj0uF4ASpAlTSrZTE%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=AVxigLJHiIG0V%2BywA01D4i3SyWQsN6uP9smYk2Ex1n%2Fb4y91x4oq2cnkyyEPnlHJHBjS3DrPzTKDp271lMmEXWMn5kPk9BeAtj9TyiESo9kB%2BkUpDHGJCEO88eQFEKTmn3x%2B7GuhWUwj%2BKOwNqwdPq8VOHwkpOazAe5LqIVawQuDMLo2vs3pRnwM76lWb40gmlSCAT%2BzoeEzb3LswSc%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=AVxigLIJ%2BgkZaZZfFOT7l%2FDQtWNEIY8iZlOh%2BZ44haKkFnh5c6vZKtyacE32tScn4UdfsiptlF5MbPs2igWVzVQjm0gbCw3cUVSoMt01zq%2FeCDot4wx7iPtBYsplD7JbRQW5cwaXBTumheCUmBuAATGoJX8ADJQ7xN7u%2F%2F3KttjH1peyZC1jsQ1wGo5aqGyCYI%2BF5F2OHQ%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=AVxigLLVVQPE1DUSBO1zDpwLOfmd95pfQNch%2BpvEPPGKp9JUKmqkekHwA%2FWMJeFsnnH7ghGjPav4XWt0ogZUqw7yT9KLN9B1Fpl9bcGUgORkn3jyZvs5uUY22%2BGqS1ag81vGsZfLJ9Hn5CotUjLDVrgIz6uFoIEHdNVjfG7Fv9yvHc2Zh%2FO%2FWP7jWjh0cXDrakvV9FYe&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=AVxigLJIdolwkRJHqy9%2BNrLBKp61z452LTuxMuG3xdUaKlUbHTYRAx8mNsBcMsg4ttBirpjxXLLMV5vu%2F4h2dyriD9yo4c4mA1OoYv43imkhFR2zm3I8JQQCvw%2B2%2FDfPNGZeOlTAlBnyTPsxFSsK%2B3g%2FhT5Psa9DMlbvtE7YZYeOiVTH3B%2FHSx73WSuICj4PFOVMg%2BDT9cN%2BlsnLzg%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=AVxigLLE5MN3rxn%2BIkIPk4Aw5LHA%2BZVN2AukkjMIuiI7k%2BXc%2FbaR4BpZZ1fdsQScX3wdGmO1kiwy67jA0rDeth7usfflhRWg57HU0iNBsa2lP16VZoiT0wyfdWPjEphEv4rnfYwtQ3sLL5IHqK9Ltycb%2FzOzjFa5NfFdGJtw5g29s5XoFtyIzCzs5tM3DgYFcS%2BXXfFinFDgu4BNyP7%2B3NFLCs5iv3xJx0Y%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=AVxigLJft5%2FQTfvcWGIclOa9ukDLveg04MxAV%2FQEEb%2BNMEnSIgLo04Sz9VHZoiRbYieL8PUIxCdZk1j9bhjk2gw9gxYakdcq2b1PnlxRFSyQWtHCeJH3b1D04s%2F8t4%2FPM1CWBaMfhYEO177SOOLDYl%2Fd1fcPynS2klBCPjIMG2cEwpV8zkExsTwx6A9CIGlWua32w1wsfXnVUjyJRQxKl7AVGIMoqVh6bGwkpZM%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=AVxigLKWks0d%2Bc%2FZ0mEQeEvYkIg8D72i5dGNpQviX7JpB2YaOPyaGq5NK7KZI0YKCouaUoV3Af2rJa7dBNaO9Y423Cf7vtymSSauVGZmZo0ZtBN5lWRvtly%2FraFWi0SVsJNKHPNnDXn0ud%2FJZXILrJFRFRtnXtQRB3FxBDO1yc1blPxEZVO8rY2sFl2ziW5MK17jKtyhb2vO0fdRKxXUMfNhiPL5RRqwe7g%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=AVxigLJIdolwkRJHqy9%2BNrLBKp61z452LTuxMuG3xdUaKlUbHTYRAx8mNsBcMsg4ttBirpjxXLLMV5vu%2F4h2dyriD9yo4c4mA1OoYv43imkhFR2zm3I8JQQCvw%2B2%2FDfPNGZeOlTAlBnyTPsxFSsK%2B3g%2FhT5Psa9DMlbvtE7YZYeOiVTH3B%2FHSx73WSuICj4PFOVMg%2BDT9cN%2BlsnLzg%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=AVxigLItQRkez2HIR%2F05X1bh9ODubsTnrzIgmCCAdO6b3%2FxBT3V40PT%2FbLt4R0NLBZZ%2Bcr0AnbTVi6us%2FUarVNroCf2CeeZ967PbRZYNIv6LILhYVYZJkSlKtolSQFUC6wAzrV5zcsBJ54uLuYO4Q7MIEvKCSYgxABVv%2B%2FphuEEUqRn2SS%2B5jSwEvwxq1GirP6L18odWaV9N5NkmFguqi9Y%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=AVxigLJaBqUZGnIZvRboVuEVp7aFB4CogbFqneldMkKUGiHACZK7sVOhPRGFUho0LzPXnYtW2K4jw7p5ABWDhwP%2F3e1rFwUg7sANL%2FQQ6U9TPo62ztF5xFzqz7Rgggsp01sg8EyoAGX2qPiHK9%2BuZJ0C2U3boPLVASnjx0VcE0E1NzIInQ%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=AVxigLLD4bEqwPGgWmUcCXo%2BJSXHS%2FZnKtcvdBqsxBfvXKwj2BtEaYrC81%2BbyeqgAlTowPOd%2FSp9QUYDdV2vC2x5etPhPTHZoIR3XDWp9gHXM%2FYQZ3pRyiik31%2FwhrEserlH%2BiiE8%2Fmlv%2BlwQRVocSigyLMjJ%2FFfHLZfjsPjQQIbH2CGJKHRf1T2oOx1Tv5KCA%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=AVxigLLeiukAxz1jnd1vTQt0sq3wUbmVLtJf0ArKnunwNXVl4Le%2BlRe%2FOPfA5A6sMjKAzljHxZCnP%2F8k%2BppNfy9DJKQAKTdMQRUjB9OG7kpmD78ZsmrEvozbMWqY2BOpjZj1EZO7PeQEwPiIM%2BqhFC%2BqtkOcQ%2BUwoWcrQt0fNb5j&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=AVxigLJJTshVvosUOQwuxyrQX6orbE%2FU2FMQ6nRaosxDB2mgedvc6fuwueNWpoAJMKhpkA4sm7YGRGk%2FuTQYkn0uATNFwhPTQuw8i5KxhJeqQXuI91rI7ScvPN2GLcYIEBPMRUTcfTBzj8Zoe1jhP3fHXCtdwZYH73II4fgcQ6H3Ov1y0flrfueAl%2F7Vpw%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=AVxigLKMZBADKiL7gtoWmhwyeunNQbaEyODusxNnzrBt4JlV9H7LZ4ISyilKnsytNa538GdvXpsex%2FznGt4MvQoKAF%2FKQXFpyJVsvETFBdPDgmQjZlWhqN1%2FF3ZMVGURY0MQ7yRF0JUS2Dd6QKez3YjyLHlGveJ5H%2BfE4dH17EO2kdXWkKgv4Oa23rHcBY%2FKrw2qo6EKsq6ZgA%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=AVxigLJIbxpTIDyhTYUNgBhbUQVGQpvCQiT2JWLGuIWHC9QqCQxjCXOgi84gYSW0TWzOwNR9jnvmwMeFF9UNysmeaiIavrUTcJUCuhDJXt964mrJPWFGA8XE45w2F%2FZwWc6j5ddHRlMs3ahfPB7LRLB1v%2B1w37OSsog8%2FNSbEv4Wj%2BNWTjiG9ESi1odF3Q%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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&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=AVxigLIDEexIIDiqUsaiUfrwt%2BjkRel9csbBQLqWeMh3Hjw6OjTGgUNh25Q4zjemHNc%2FN1XNI0f2P%2BrtmNl%2BG0HBN4O0%2F2txtMMpVnKrQvV4%2B3p1y8%2FZGDWzilZR5s0XtxN9w8gXUpz1jsMArlc7UNJyfDRL0rQTmO8d2cs6mONzjkpGJw%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=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK8jOLsvRzyvZQvUgfkMrGYLeoVKBl%2FdfQbyxncarr%2FnX4ymsKfezPik9rOUxDR0Q7A9AKLCV4Bk8YekPGGORrF9gfDpn2bREHedANGlnnOEBLnw%2BMRCobU9C3R02mEhSlghS77xlzXydgtRt0E3Q7Ne5FYTU%2BB%2Bhz1t%2FegNqGR&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI5Hi41x37lPg%2Fws4zjjLav7BOcYq6dRGrWlSvuZGSGibM%2BQoLuvyGdSSZcUTH6wXM1m8poxrz1OV7hsugeRnTQ2CoZ1%2BGrRvM87K1fCwgSQxtCwCG5y3VZPuTist5XY%2FnHaLvEdo0uKBI8AsJa6do%2B7eUJeSOWdT4Lf%2FnoMbIyKuJNKVtPPvXGiQOQox%2BoYg%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

Blogs

# What is an Application Enablement Platform (AEP)?

 Jared Oken, 10 May 2023

What Is an Application Enablement Platform (AEP)? | Rayven

7:03

One of the tools that can help businesses improve their processes and operations is an [Application Enablement Platform](https://www.rayven.io/iot-platform) (AEP).

This article explores what they are, how they can benefit industrial use cases, their advantages and drawbacks, and a brief comparison to other similar platforms.

## What is an Application Enablement Platform (AEP)?

An Application Enablement Platform is a platform that provides you with a comprehensive set of tools for building, deploying, and managing IoT applications.

Application Enablement Platforms combine the features of device management, connectivity, and data analytics platforms, sometimes with additional capabilities like interface design and workflow management; simplifying and accelerating  the development, deployment, and management of IoT application.

Application Enablement Platforms are often SaaS-based and enable businesses to focus on their core competencies and create innovative solutions without spending excessive time and resources on building and maintaining the complex application infrastructure that powers it.

## Industrial Use Cases

AEPs can be particularly beneficial in the industrial sector, where businesses need to manage complex processes, equipment, and data.

Here are some examples of how Application Enablement Platforms can be used to [create front-end IoT solutions in industrial settings](https://www.rayven.io/industrial-iot-solutions):

- [**Predictive Maintenance: **](https://www.rayven.io/iot-solutions/predictive-maintenance)By utilising Application Enablement Platforms to analyse historical and real-time data, businesses can create solutions that predict when equipment will require maintenance, reducing downtime and maintenance costs.
- [**Remote Asset Monitoring:**](https://www.rayven.io/iot-solutions/real-time-asset-monitoring) Application Enablement Platforms can enable companies to create IoT solutions that monitor industrial equipment and processes from a distance, allowing for faster issue identification and resolution.
- **[Environmental Monitoring:](https://www.rayven.io/iot-solutions/environmental-monitoring) **Environmental monitoring is an important IoT application that helps businesses monitor and manage various environmental parameters, such as air quality, water quality, noise levels, temperature, and humidity. This information can be used to ensure compliance with environmental regulations, improve workplace safety, and optimise processes to minimise environmental impact.
- [**Safety: **](https://www.rayven.io/iot-solutions/iot-safety-control-solution)IoT technologies can enhance workplace safety by monitoring hazardous conditions, detecting potential safety risks, and providing real-time alerts to workers and managers. By analysing data from sensors, cameras, and wearable devices, IoT systems can identify patterns and trends that indicate potential safety hazards, enabling businesses to take proactive measures to protect their employees and prevent accidents

## Benefits + Drawbacks of Application Enablement Platforms

There are several advantages to using Application Enablement Platforms in your business, including:

1. **Faster Application Development: **Application Enablement Platforms provide a collection of pre-built tools and services that streamline the development process, allowing businesses to bring new applications to market more quickly.
2. **Scalability:** Application Enablement Platforms are designed to handle a growing number of users, devices, and data, making it easier for businesses to scale their operations.
3. **Cost Savings:** By leveraging Application Enablement Platforms, companies can reduce the need for in-house development teams, infrastructure investments, and maintenance costs.
4. **Improved Security:** Application Enablement Platforms typically offer built-in security features, ensuring that applications adhere to industry best practices and comply with relevant regulations

However, there are also some potential drawbacks to consider:

1. **Vendor Lock-in: **Relying on a single Application Enablement Platform provider may make it difficult to switch to a different solution in the future.
2. **Customisation Limitations:** While Application Enablement Platforms offer a high degree of customisation, some businesses may require more specialised features or integrations that are not available out-of-the-box.
3. **Integration Challenges: **Integrating Application Enablement Platforms with existing systems and processes can be complex and time-consuming, potentially offsetting some of the benefits.

## Comparing Application Enablement Platforms to Other Platforms

There are several other types of IoT platforms that share similarities with Application Enablement Platforms, but serve different or more sophisticated purposes.

Here's a brief overview of a few:

- **Device Management Platforms: **Focus on the core functionality of connecting, managing, and maintaining IoT devices. These platforms provide essential features such as device provisioning, firmware updates, diagnostics, and troubleshooting.
- **Connectivity and Network Platforms: **Specialise in providing the infrastructure and services required to enable seamless communication between IoT devices and data processing systems. These platforms support multiple connectivity options and handle tasks like data mapping and network management
- **Data and Analytics Platforms: **Focus on processing, storing, and analysing the data generated by IoT devices. These platforms provide capabilities like data ingestion, real-time data processing, data storage, and advanced analytics tools to uncover insights and support decision-making.
- **Vertical-Specific Platforms: **Cater to the unique needs and requirements of specific industries, such as smart agriculture, connected health, or smart cities. These platforms often provide industry-specific features, data models, and integrations.
- **[Integrated data, AI + IoT platforms:](https://www.rayven.io/iot-platform) **Combine all of the capabilities of an AEP and other platforms, but also includes the functionality that you would get in separate data platforms and AI platforms. These are ideal for businesses that wish to build comprehensive IoT solutions can deliver transformation and future growth.

Application Enablement Platforms (AEPs) offer businesses a powerful tool to develop, deploy, and manage applications in a more efficient and cost-effective manner. But it's essential to consider the potential drawbacks and evaluate the suitability of Application Enablement Platforms in comparison to other platforms before making a decision.

Rayven's integrated data, AI + [IoT platform](https://www.rayven.io/iot-platform) enables you to create a real-time, accurate single source of truth for all your data; gives you all-new ways to visualise and analyse it in real-time; as well as providing you with  a set of easy-to-use tools that enable you to build your own [industrial applications](https://www.rayven.io/industrial-iot-solutions) that improve performance, simply. In short, it offers the same capabilities of an AEP, but with added Industry 4.0 capabilities - all at the same price.

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[Or speak to us today to discuss your needs and explore how Rayven can enable you to build your own comprehensive IoT solutions, simply](https://www.rayven.io/contact).

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#### Author

Jared Oken

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<https://www.rayven.io/blog/types-of-iot-platforms>

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