---
title: Dashboards + Visualizations | Presentation/UI Layer | Rayven Platform
description: Build real-time operational dashboards with 40+ widgets, role-based views, ML predictions + GenAI interfaces - all updating live from your connected data sources.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/Workflow-Builder-move.gif
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJMMqX%2FQEnQ2wrVtisIvlUYbcPve%2FJifIuKfYycxdG7o4Cqr%2FNgFeaFEdLipKuglQzZAF2NQ3cnjkrp97bQRy9K4YvHMvROsihQkgwB3j6b0to4FbD8NxDnJU1GPXljF0taZQ%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=AVxigLJMMqX%2FQEnQ2wrVtisIvlUYbcPve%2FJifIuKfYycxdG7o4Cqr%2FNgFeaFEdLipKuglQzZAF2NQ3cnjkrp97bQRy9K4YvHMvROsihQkgwB3j6b0to4FbD8NxDnJU1GPXljF0taZQ%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=AVxigLIE5YsSgAmCjDJOUMKrvl1j8O4BpngL%2B7TFQ%2FyuIUZJxnOKUKaAzpvhLCA79df2PuFs5P%2BEGsb4qysBFhVjJ%2B%2F5rTndzlpv6xpqhwXInKJfmSgqwbgDcXwc3Tu9EbBo%2BZTI7%2FaWgn%2BIlmQgFfxLnqT%2FB8%2FgQEiiZZARClZdy9iRJtM6zI0c93URAdHuz61SHUhsW8u1ZSv8PYI%2FWCKPfg%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=AVxigLI5RNCItGRfR%2FFCy8fkNieeiKcY4bMKWPIAyyvBnZaHm1J%2BIEZMHjsgU7SvvX5u7k%2BasmMSgV%2BqK%2F%2BTNxVKLZxfhNNtylxaoG2xhRE0Yh%2Bl%2B2j8cXkYyXVQz8MwNkBdiB%2BvkInTdhCvo001LB25DgASPHR7QyCOuqwGBVHOXZ8ia%2F5UR2iCoJsAWVQQqjrzMVvUCrYeyxIosw%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=AVxigLJMzOQ0giFQ57ZDb93WPZych7g96Q1PFOPI9PnlLucsxonHfPyiDHrRNQRvd5P%2BomoAJlWU6dJ3ky3FTlx0v1e4OmhJJhI4Wl7m6y4fgsdTFLATbLpnd6ETePRVXzAowcPxSutzqhJvUT7cCWd3VtEGQpyZmDfKQ7Up6i%2B%2Ffqn60DGraaAQMuJXpB0jdPkY6QaTIRzAU2%2Fh%2Bg%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=AVxigLK%2BaoyLVFGd%2B4UjChkxiAGdPOTx0g725BmDQSMCXXTReCKH0VF4%2FLZj0HZFX05723MxpNGnzmgHLTvgIF5cIJM4%2FDcAAKlCoD0Ul3kmT%2FopUieqk1xITcPGGGyP6mqyKrxIUPfMS%2FdVqNDGX%2FkX7fok61kLAB2mxMtQfmD9mtsie3wKE0esjQuWOTNNBIm9i8IqIn4HI8fZEIAOHw8UuOU%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=AVxigLIzXgbYyOg5JoCQVPu4bZM9ocSaVJDPBl0o7f8pPbgPMdrFMJQGfSlMBz7kHeAF1xIRQrk6cngJrK3XjtKrnVTZgmd5LrfkZp%2BjbwFj52B3CYUFNcDTzBJ2nKiHYyraaeYI1eBy2tewci4w0M99r6b%2FuCyFfHbYpaFFHXeg6xm4UHNgvohuBITpWKzG32JmX49GKr%2BcyokbKFW0%2B2I%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=AVxigLIFEBCUCTu%2FeAd4%2FtZRUrSbY1HBvJqxpZB5o2a3D0c4DnFnxzCafvu7kRiJn%2BhEDYEm9do6V2mhA83paU%2B%2FdELLiLkLAzshdYIiUdMbxS52uaCwqqNc765E%2FydZoLv6Luwtf4m%2FafhO7geW07qZJZZcwlNkbtml3fyGjM%2FpaFxAS8TrZjNdnPDMNZGKbK8NEy4CEDt%2FXo6UYl2uVJMWe8aVGQ%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=AVxigLJubGmP8H4N5LS15q%2B3HbsvQOjBfE7xQqgwNz79aiFfCSFONg7JQHINXUDQMshyCofmTo0Yp%2F%2FEjjt%2FOeB%2FrPQgU77p74Vwe1x0R%2BrTdiYSmMdW%2Br4sNHzgCOoTbPzRgOhuQXNZDEcxaU0U1D1p2S6xnnzmHQ5JEPhe41laiDPnLj8QvX%2FUW8n%2FGyfxMSlgcSNewUfAtoXcnlHmNN6ME34riBc%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=AVxigLLSOYO0dVljo3vgEKI2I1IpTz%2FRDcZcoM71OZWXK024KgWKJk6WUicc9DyJaep%2FY72FrhUBi28TljalYrKJyLvCpTU64Mhpvx9vBWkZRpxIxQ3SpgjKAWDIuBGvrmmcCxyHA%2FetVswIoXRy%2B%2BSsSL5ac1YlH7HYIfqvNOXlNdmJfOXvMNgJDoOlAI98SppeQsMCjdP56ifvhVmy7x%2BnWvE%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=AVxigLLOFYusrYSwVqlfmnwYcrO7gp64%2FJGlAjNay%2Bb%2FrlwkUPiqnlUEWq7A2A8F4Y0SMesreLFTSsgXs%2FHhMRBs5XEdK7NxwMpV5ZD95zR%2FYqtGebL2FSUC9Qvh5TdO0zPz7ZbmMBdf4QeSwLHtv%2FU7G2mMEyNwSU20AoPjuuGknudsKBbFSVjaOHEEbQK%2Bbjtt76wouPZY9h68uKyROhY9%2Fg%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=AVxigLINaRzn14gVtFVl1MsBlOMHxGqGZHHNvqLQxpQp1vrKh6xTlOWX7eTs7f714fMxdL9En4W3Bt%2F%2BcaNjy4P7mHmniBeqxlioaP6Oz2b2BMgyKhrSm1ysXgsayzwy8GXUvAPdX7JMpnjzSTQgqB%2BxHeETF%2BbjH5ieddxRxbA%2BoTq7q5AfamHYdhMrEErGf5b%2FEEpcl%2BTQuUIAAgCgx3rI5COMPI2rGw93GZSnIFnwCyglQQ%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=AVxigLJGy%2B0h8s8vPCCdBGz0%2FU2klH6VJd19aeTMrzYu1wFzI62q35EoXbCkHIP3YFpeeabuqyt%2F0fZFF5cYfYHKsyaXam6wnhqJJ7t5QbHYOafkTb6fQZDU1o7rvzafGR9uCUiIwfZfMmHl%2Bjxe0dRwzEQk073Xxgonfd2pfjZ3tqc%2B%2Fv1%2Fs0jxyj%2BsuNlV5O9PjTUpKg591fOkex91eAe7lDof&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=AVxigLJ06qQJ75xbEaj%2FymXmis4PVralMSgL3ee2bovbPommBWPWSzeWGYC4iwoWBjIHgk%2Fd3wtqD7ECJpmoCVYGUB%2BGP%2Fffxyc26Nk7Ex7NkEDV6pFfvhod6to8imeJKxMOiY1eZvMntRtBMH9PrxY0W%2BB4tDq5s%2Fuv%2Fp6RCMyNqJ6eZF76Er4Kuf78fgsEK4hcfWfgw5hyRCtc705KIvCadajUPw%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=AVxigLLpu6vvbSvcmGy1me%2BpbS0KzPXyqMjUHyeKJ5K62MHWpgBjqe0DWekhnmHEBVMry3BAsJhVkQqoTIk3sRfazafshrEuiPdEx4CxS%2FmrW94NxcAv1zj4feoJ0MYvwv7gWc2yTJdWtlkwBWWngqvQ0VrKAEjlZNZNuM8yVM5QiKvLBphnE%2Bd1WFNqqykUhxqHnVTXkY9xYfVq5kZyVAmmAeyka6xpfqA%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=AVxigLIzUcL2YhVF14JLvl67wPMY7YDGV7lute6LkrKpT1oJspBf%2FQ96L9tIriDvz1I3Nqda1M5H03Bp25xsbe1aeHJdrhQfSVMtRoZ%2FZcYC%2BBehl0aBcxCdP73z2fUJvzF7ykDiMcNApEcv%2FNSKFH4LE6wgKuiaFZqSlOtFSeKKrsuWsnFkCz%2Fx5igaGbLuGpm4nH0zgf48uZp11dMuq2rX3AY%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=AVxigLL88RFWq6k%2FuIyYWjh2tfJuvfntgwecVCqrs2wcxilLWmMoGZ08bMU9miDdDC6G3uxZoQ0MwzfGpiS28cbzTS9q6PAC%2BhUrenuSWSGVK5TGq%2FqL4N9w3isaaCdJ%2FxCpRGK2L3KDztNo6xuOO1TNJ7qM6n%2BBMZxybcPwoFP51FYY6Msn3DxR5%2FOxZ78wOf4auNQb29m0eWiN25Y%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=AVxigLKa%2FTKDeXdb8KyFiMSQGu8f5u8LNIADfaOKTZc4ddupSC7abBR%2FkiVGV5PBJzC4HMldjxX%2FaE1ubGPWjAlZPq9f9WVNXD3vAHKRoXOmWjPvMjc%2BYt3VBpY40IHKpSieugx30zoAa%2Fm2ytJZxmxlWSPYabOknd1HaxQNLjaYzs4UGJZQK%2FHyo%2BkKIr%2FzccJ4pSRfhQ%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=AVxigLKpNPTSLsdH4pr7L%2FW2rT4%2Bg4si7fcDKpro71zLHtHdgKJs8Z3crDldpYPac8l2H0aD4IkPiZ1TLc%2FfmOAJP9%2F0zx2vwabEbbeiPtAS4Jfonpq110fJFvyPdOxGltVluOlPGcKpzv0dLTyyOvvFnIDF06vppCaHJoHGj8%2B2E7aTodYJ8D%2FMHLP6HeGULpozPS85&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=AVxigLKEraFi%2B%2FgeVuTCOUT9NrIRgDAor8sbOK%2FcB3RfzImYWBgK7hYkm22BI1Fybd5AQL2K4DJPdlkRiLneHQvOsqTkKzTkwu7dz8V%2B8NCJPgEMl8XI8hyMm82e4d0BFWPJgMNo4AowbCOWfyWYDOjS9%2BG%2BSWuVzOoqNoOGdKn1ZL%2BDcJ4YLJBfAxo0kqdevPSoTyfvmoCuTZgfqw%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=AVxigLK1YeB9IAHlKs1ImLZtfxI8b%2Bv%2BX58D4fHophx37sGW38kDV3aondPHuDM6WEmxYSYhV6qbOI0le3N8u1%2BrWyqtTTcx6L1g0uUHPZu1yn%2BmZMDL12ENKnQxd6BfeGx04PwGRRqSpTp35UElAdGc0MAwmFkLnuajIFRLWRlmOs9TiOWSXEFGL9aNdRYLZ%2F33ddzz5twbz%2BZHShd5velW3Z%2FtmYNtqqw%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=AVxigLIdA%2BY0cIG00hqdBqXEpV1CACuU1goEZWwxqDgADLKSrjZZiI%2F%2FLiegT2ggMSJ3dwo8j8e9Cmo6dnAfSB7nmFZ3DrR8z48JWEN80BLnhY9l5IjlMCdVaquYaphfo9avIC56y46WQdQER02Z2BIhdupIZF%2BagCvfrcOIBTOgSKkAx6ntgmWQZvqBrEcR4uovRdRLwPy5qcmw%2BQvHgbdUleqbfzV2KZjquSM%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=AVxigLI2YwqCKydGleJZQGo36mjjaz3sb450ONC8T9ztXfNcgCmEC1XulSUAbz8EXHTnRE4069JMikDM2HGULXZUXjSNZyKWfaxqnYxmoSCGzgNqnZHuHb7Jh00qqWe5HVWc8VzA4v8nZ4A9VwUCMsHcTHg0RY9K1lwCEv1vmu2o%2BSL7icGJTPitYrFUXHMAboa2zjyzl2Q5jPWyYoALPk4ldM90GFAHQpc%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=AVxigLKEraFi%2B%2FgeVuTCOUT9NrIRgDAor8sbOK%2FcB3RfzImYWBgK7hYkm22BI1Fybd5AQL2K4DJPdlkRiLneHQvOsqTkKzTkwu7dz8V%2B8NCJPgEMl8XI8hyMm82e4d0BFWPJgMNo4AowbCOWfyWYDOjS9%2BG%2BSWuVzOoqNoOGdKn1ZL%2BDcJ4YLJBfAxo0kqdevPSoTyfvmoCuTZgfqw%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=AVxigLKbqueaFu3sLbJAKgVHzUqJS%2BzcNlGQd8X4mbCX%2B4GQoq7Ualz9Y6oMFmdl0L4ySNYNZmAaBPHtCmehWmrmdVn2TUFTr5oSi8B1yOzCLhzF3XB6pW1Mj1Kc0VFD4lSdGoDococ8%2FrpOOfb5It%2Buj33M25y1UjxKLX6R2RFEUzS5bPDXiRsalkbZVkWNP5lTIICYTRbncPGit%2Fs15kU%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=AVxigLI2gTIewiYDQLkQXp0eT%2Bc7RjgE7GI%2B1bfu8dnySyajdq42kUNdBBx8dcT08w%2FLvW5731cIDqGC%2FFNN9%2F4bByFLp9wdhVVuawrgLsre14goqhqUqm7UEFM%2B2uVkwxQNYBAjRqdS0OHGzWQBqKPyhA33VHv0f37OCjU7hpMje10RCw%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=AVxigLJ8VNJkW0NbH8XXZnYZ7aY5R7cr6BzPOcyNhQsSCIhb38F2bcbPPTtM8rB7JuVoKXGfGTfk5IqXw9jI5nAKJOkQyU3mflb62WFxl7JffS8pm%2BdqlFAyheyALiDYuuTo5iuD%2FgOfmswYvNyx5AP3xFEXIvECbueRcvPkjC2fl4DqP5d64NbZgabEtPaJJQ%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=AVxigLLB0EEId2QZG%2Bi7%2B6ikfioq1sTJjvl19u%2Bfc9RZwQNLz8rHazyp08mT53%2ByfUPQ0DVGjgOyde%2Ff4fQAW4z9qiGWBKRMaTq4aflhRelC%2B%2F1fKkDgq5ZcvDyPn8U00rnyShzEi8k80nfJSP7EkhDSSx5oeLX3hBo8KW9A2DdN&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=AVxigLLQapvXe3C4ms%2BQqAfjH3lHNCsbLgCDRacasks3J42r3NQAbDvqV9JSF2Z%2Fdyz8uzIH%2FrFSP24G7horEF%2FV%2B1GnPjTznrcKBNCKzdzXPjj2ucijJqMCvrYI5akxG%2FBVd8yUeXhFcDm3TiPn9GKMfhPFOHFlYnRe7H0Qj9wcKOXUYRmzOJgmT2ovcQ%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=AVxigLLOliN55nLYnMHyfBF8QXxcQkz51BFmxaeMqPn6R46PMCMF7bZq3henpP4rZtWLTyWd4TGht4ESfFVrydw9p%2F4D%2B5qeD2m1OJzhdhCdSNEW46cM3Z0ZdEvhHTLpKBdZWodOlyt%2FdD0zZTaqalYbduVMdT2wc2eqOJJfZxIzO2KxUYXmhTv4STnGF%2BRORmV7XJ8HPW0IPg%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=AVxigLL6NHCEr3YlKwEVx5UMKa2a1xTzgzZwCUIKrxBZWS%2FkVfzZ1bBSMVZEPlLdYpGkEx%2FOYUYYSEvrX4WR8UFEYf4sCv2WD2gvvLSCoExBX2k9cBZZ%2FXgpBIot4EDZmXPDjUsZo9nwMBMQkVZf6Gpfp4g96qhX67odwB5Sv43xiw4%2BCmTSCwhwP3FAhg%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)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLIStrJYK2vjr90%2FOUYX%2ByEDLBdUqncw%2B8g6%2FVGuXpFFROLYmwECyE%2B1stwpei7ybtpwqtWqsLqlVYT2lci%2BNmzRACkMgLa%2B5vz2I2RWUhfBq675xGk8ZINFKo26K6R1Rfx%2FdMF1XLtqUXGQ62ff6DuFMP8IGwSX%2FSFWFpjKKp4M8GEC99O7%2Fwh2jzQ%2FRZiEkw%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=AVxigLJMMqX%2FQEnQ2wrVtisIvlUYbcPve%2FJifIuKfYycxdG7o4Cqr%2FNgFeaFEdLipKuglQzZAF2NQ3cnjkrp97bQRy9K4YvHMvROsihQkgwB3j6b0to4FbD8NxDnJU1GPXljF0taZQ%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=AVxigLJMMqX%2FQEnQ2wrVtisIvlUYbcPve%2FJifIuKfYycxdG7o4Cqr%2FNgFeaFEdLipKuglQzZAF2NQ3cnjkrp97bQRy9K4YvHMvROsihQkgwB3j6b0to4FbD8NxDnJU1GPXljF0taZQ%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=AVxigLIE5YsSgAmCjDJOUMKrvl1j8O4BpngL%2B7TFQ%2FyuIUZJxnOKUKaAzpvhLCA79df2PuFs5P%2BEGsb4qysBFhVjJ%2B%2F5rTndzlpv6xpqhwXInKJfmSgqwbgDcXwc3Tu9EbBo%2BZTI7%2FaWgn%2BIlmQgFfxLnqT%2FB8%2FgQEiiZZARClZdy9iRJtM6zI0c93URAdHuz61SHUhsW8u1ZSv8PYI%2FWCKPfg%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=AVxigLI5RNCItGRfR%2FFCy8fkNieeiKcY4bMKWPIAyyvBnZaHm1J%2BIEZMHjsgU7SvvX5u7k%2BasmMSgV%2BqK%2F%2BTNxVKLZxfhNNtylxaoG2xhRE0Yh%2Bl%2B2j8cXkYyXVQz8MwNkBdiB%2BvkInTdhCvo001LB25DgASPHR7QyCOuqwGBVHOXZ8ia%2F5UR2iCoJsAWVQQqjrzMVvUCrYeyxIosw%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=AVxigLJMzOQ0giFQ57ZDb93WPZych7g96Q1PFOPI9PnlLucsxonHfPyiDHrRNQRvd5P%2BomoAJlWU6dJ3ky3FTlx0v1e4OmhJJhI4Wl7m6y4fgsdTFLATbLpnd6ETePRVXzAowcPxSutzqhJvUT7cCWd3VtEGQpyZmDfKQ7Up6i%2B%2Ffqn60DGraaAQMuJXpB0jdPkY6QaTIRzAU2%2Fh%2Bg%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=AVxigLK%2BaoyLVFGd%2B4UjChkxiAGdPOTx0g725BmDQSMCXXTReCKH0VF4%2FLZj0HZFX05723MxpNGnzmgHLTvgIF5cIJM4%2FDcAAKlCoD0Ul3kmT%2FopUieqk1xITcPGGGyP6mqyKrxIUPfMS%2FdVqNDGX%2FkX7fok61kLAB2mxMtQfmD9mtsie3wKE0esjQuWOTNNBIm9i8IqIn4HI8fZEIAOHw8UuOU%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=AVxigLIzXgbYyOg5JoCQVPu4bZM9ocSaVJDPBl0o7f8pPbgPMdrFMJQGfSlMBz7kHeAF1xIRQrk6cngJrK3XjtKrnVTZgmd5LrfkZp%2BjbwFj52B3CYUFNcDTzBJ2nKiHYyraaeYI1eBy2tewci4w0M99r6b%2FuCyFfHbYpaFFHXeg6xm4UHNgvohuBITpWKzG32JmX49GKr%2BcyokbKFW0%2B2I%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=AVxigLIFEBCUCTu%2FeAd4%2FtZRUrSbY1HBvJqxpZB5o2a3D0c4DnFnxzCafvu7kRiJn%2BhEDYEm9do6V2mhA83paU%2B%2FdELLiLkLAzshdYIiUdMbxS52uaCwqqNc765E%2FydZoLv6Luwtf4m%2FafhO7geW07qZJZZcwlNkbtml3fyGjM%2FpaFxAS8TrZjNdnPDMNZGKbK8NEy4CEDt%2FXo6UYl2uVJMWe8aVGQ%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=AVxigLJubGmP8H4N5LS15q%2B3HbsvQOjBfE7xQqgwNz79aiFfCSFONg7JQHINXUDQMshyCofmTo0Yp%2F%2FEjjt%2FOeB%2FrPQgU77p74Vwe1x0R%2BrTdiYSmMdW%2Br4sNHzgCOoTbPzRgOhuQXNZDEcxaU0U1D1p2S6xnnzmHQ5JEPhe41laiDPnLj8QvX%2FUW8n%2FGyfxMSlgcSNewUfAtoXcnlHmNN6ME34riBc%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=AVxigLLSOYO0dVljo3vgEKI2I1IpTz%2FRDcZcoM71OZWXK024KgWKJk6WUicc9DyJaep%2FY72FrhUBi28TljalYrKJyLvCpTU64Mhpvx9vBWkZRpxIxQ3SpgjKAWDIuBGvrmmcCxyHA%2FetVswIoXRy%2B%2BSsSL5ac1YlH7HYIfqvNOXlNdmJfOXvMNgJDoOlAI98SppeQsMCjdP56ifvhVmy7x%2BnWvE%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=AVxigLLOFYusrYSwVqlfmnwYcrO7gp64%2FJGlAjNay%2Bb%2FrlwkUPiqnlUEWq7A2A8F4Y0SMesreLFTSsgXs%2FHhMRBs5XEdK7NxwMpV5ZD95zR%2FYqtGebL2FSUC9Qvh5TdO0zPz7ZbmMBdf4QeSwLHtv%2FU7G2mMEyNwSU20AoPjuuGknudsKBbFSVjaOHEEbQK%2Bbjtt76wouPZY9h68uKyROhY9%2Fg%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=AVxigLINaRzn14gVtFVl1MsBlOMHxGqGZHHNvqLQxpQp1vrKh6xTlOWX7eTs7f714fMxdL9En4W3Bt%2F%2BcaNjy4P7mHmniBeqxlioaP6Oz2b2BMgyKhrSm1ysXgsayzwy8GXUvAPdX7JMpnjzSTQgqB%2BxHeETF%2BbjH5ieddxRxbA%2BoTq7q5AfamHYdhMrEErGf5b%2FEEpcl%2BTQuUIAAgCgx3rI5COMPI2rGw93GZSnIFnwCyglQQ%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=AVxigLJGy%2B0h8s8vPCCdBGz0%2FU2klH6VJd19aeTMrzYu1wFzI62q35EoXbCkHIP3YFpeeabuqyt%2F0fZFF5cYfYHKsyaXam6wnhqJJ7t5QbHYOafkTb6fQZDU1o7rvzafGR9uCUiIwfZfMmHl%2Bjxe0dRwzEQk073Xxgonfd2pfjZ3tqc%2B%2Fv1%2Fs0jxyj%2BsuNlV5O9PjTUpKg591fOkex91eAe7lDof&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=AVxigLJ06qQJ75xbEaj%2FymXmis4PVralMSgL3ee2bovbPommBWPWSzeWGYC4iwoWBjIHgk%2Fd3wtqD7ECJpmoCVYGUB%2BGP%2Fffxyc26Nk7Ex7NkEDV6pFfvhod6to8imeJKxMOiY1eZvMntRtBMH9PrxY0W%2BB4tDq5s%2Fuv%2Fp6RCMyNqJ6eZF76Er4Kuf78fgsEK4hcfWfgw5hyRCtc705KIvCadajUPw%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=AVxigLLpu6vvbSvcmGy1me%2BpbS0KzPXyqMjUHyeKJ5K62MHWpgBjqe0DWekhnmHEBVMry3BAsJhVkQqoTIk3sRfazafshrEuiPdEx4CxS%2FmrW94NxcAv1zj4feoJ0MYvwv7gWc2yTJdWtlkwBWWngqvQ0VrKAEjlZNZNuM8yVM5QiKvLBphnE%2Bd1WFNqqykUhxqHnVTXkY9xYfVq5kZyVAmmAeyka6xpfqA%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=AVxigLIzUcL2YhVF14JLvl67wPMY7YDGV7lute6LkrKpT1oJspBf%2FQ96L9tIriDvz1I3Nqda1M5H03Bp25xsbe1aeHJdrhQfSVMtRoZ%2FZcYC%2BBehl0aBcxCdP73z2fUJvzF7ykDiMcNApEcv%2FNSKFH4LE6wgKuiaFZqSlOtFSeKKrsuWsnFkCz%2Fx5igaGbLuGpm4nH0zgf48uZp11dMuq2rX3AY%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=AVxigLL88RFWq6k%2FuIyYWjh2tfJuvfntgwecVCqrs2wcxilLWmMoGZ08bMU9miDdDC6G3uxZoQ0MwzfGpiS28cbzTS9q6PAC%2BhUrenuSWSGVK5TGq%2FqL4N9w3isaaCdJ%2FxCpRGK2L3KDztNo6xuOO1TNJ7qM6n%2BBMZxybcPwoFP51FYY6Msn3DxR5%2FOxZ78wOf4auNQb29m0eWiN25Y%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=AVxigLKa%2FTKDeXdb8KyFiMSQGu8f5u8LNIADfaOKTZc4ddupSC7abBR%2FkiVGV5PBJzC4HMldjxX%2FaE1ubGPWjAlZPq9f9WVNXD3vAHKRoXOmWjPvMjc%2BYt3VBpY40IHKpSieugx30zoAa%2Fm2ytJZxmxlWSPYabOknd1HaxQNLjaYzs4UGJZQK%2FHyo%2BkKIr%2FzccJ4pSRfhQ%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=AVxigLKpNPTSLsdH4pr7L%2FW2rT4%2Bg4si7fcDKpro71zLHtHdgKJs8Z3crDldpYPac8l2H0aD4IkPiZ1TLc%2FfmOAJP9%2F0zx2vwabEbbeiPtAS4Jfonpq110fJFvyPdOxGltVluOlPGcKpzv0dLTyyOvvFnIDF06vppCaHJoHGj8%2B2E7aTodYJ8D%2FMHLP6HeGULpozPS85&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=AVxigLKEraFi%2B%2FgeVuTCOUT9NrIRgDAor8sbOK%2FcB3RfzImYWBgK7hYkm22BI1Fybd5AQL2K4DJPdlkRiLneHQvOsqTkKzTkwu7dz8V%2B8NCJPgEMl8XI8hyMm82e4d0BFWPJgMNo4AowbCOWfyWYDOjS9%2BG%2BSWuVzOoqNoOGdKn1ZL%2BDcJ4YLJBfAxo0kqdevPSoTyfvmoCuTZgfqw%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=AVxigLK1YeB9IAHlKs1ImLZtfxI8b%2Bv%2BX58D4fHophx37sGW38kDV3aondPHuDM6WEmxYSYhV6qbOI0le3N8u1%2BrWyqtTTcx6L1g0uUHPZu1yn%2BmZMDL12ENKnQxd6BfeGx04PwGRRqSpTp35UElAdGc0MAwmFkLnuajIFRLWRlmOs9TiOWSXEFGL9aNdRYLZ%2F33ddzz5twbz%2BZHShd5velW3Z%2FtmYNtqqw%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=AVxigLIdA%2BY0cIG00hqdBqXEpV1CACuU1goEZWwxqDgADLKSrjZZiI%2F%2FLiegT2ggMSJ3dwo8j8e9Cmo6dnAfSB7nmFZ3DrR8z48JWEN80BLnhY9l5IjlMCdVaquYaphfo9avIC56y46WQdQER02Z2BIhdupIZF%2BagCvfrcOIBTOgSKkAx6ntgmWQZvqBrEcR4uovRdRLwPy5qcmw%2BQvHgbdUleqbfzV2KZjquSM%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=AVxigLI2YwqCKydGleJZQGo36mjjaz3sb450ONC8T9ztXfNcgCmEC1XulSUAbz8EXHTnRE4069JMikDM2HGULXZUXjSNZyKWfaxqnYxmoSCGzgNqnZHuHb7Jh00qqWe5HVWc8VzA4v8nZ4A9VwUCMsHcTHg0RY9K1lwCEv1vmu2o%2BSL7icGJTPitYrFUXHMAboa2zjyzl2Q5jPWyYoALPk4ldM90GFAHQpc%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=AVxigLKEraFi%2B%2FgeVuTCOUT9NrIRgDAor8sbOK%2FcB3RfzImYWBgK7hYkm22BI1Fybd5AQL2K4DJPdlkRiLneHQvOsqTkKzTkwu7dz8V%2B8NCJPgEMl8XI8hyMm82e4d0BFWPJgMNo4AowbCOWfyWYDOjS9%2BG%2BSWuVzOoqNoOGdKn1ZL%2BDcJ4YLJBfAxo0kqdevPSoTyfvmoCuTZgfqw%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=AVxigLKbqueaFu3sLbJAKgVHzUqJS%2BzcNlGQd8X4mbCX%2B4GQoq7Ualz9Y6oMFmdl0L4ySNYNZmAaBPHtCmehWmrmdVn2TUFTr5oSi8B1yOzCLhzF3XB6pW1Mj1Kc0VFD4lSdGoDococ8%2FrpOOfb5It%2Buj33M25y1UjxKLX6R2RFEUzS5bPDXiRsalkbZVkWNP5lTIICYTRbncPGit%2Fs15kU%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=AVxigLI2gTIewiYDQLkQXp0eT%2Bc7RjgE7GI%2B1bfu8dnySyajdq42kUNdBBx8dcT08w%2FLvW5731cIDqGC%2FFNN9%2F4bByFLp9wdhVVuawrgLsre14goqhqUqm7UEFM%2B2uVkwxQNYBAjRqdS0OHGzWQBqKPyhA33VHv0f37OCjU7hpMje10RCw%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=AVxigLJ8VNJkW0NbH8XXZnYZ7aY5R7cr6BzPOcyNhQsSCIhb38F2bcbPPTtM8rB7JuVoKXGfGTfk5IqXw9jI5nAKJOkQyU3mflb62WFxl7JffS8pm%2BdqlFAyheyALiDYuuTo5iuD%2FgOfmswYvNyx5AP3xFEXIvECbueRcvPkjC2fl4DqP5d64NbZgabEtPaJJQ%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=AVxigLLB0EEId2QZG%2Bi7%2B6ikfioq1sTJjvl19u%2Bfc9RZwQNLz8rHazyp08mT53%2ByfUPQ0DVGjgOyde%2Ff4fQAW4z9qiGWBKRMaTq4aflhRelC%2B%2F1fKkDgq5ZcvDyPn8U00rnyShzEi8k80nfJSP7EkhDSSx5oeLX3hBo8KW9A2DdN&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=AVxigLLQapvXe3C4ms%2BQqAfjH3lHNCsbLgCDRacasks3J42r3NQAbDvqV9JSF2Z%2Fdyz8uzIH%2FrFSP24G7horEF%2FV%2B1GnPjTznrcKBNCKzdzXPjj2ucijJqMCvrYI5akxG%2FBVd8yUeXhFcDm3TiPn9GKMfhPFOHFlYnRe7H0Qj9wcKOXUYRmzOJgmT2ovcQ%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=AVxigLLOliN55nLYnMHyfBF8QXxcQkz51BFmxaeMqPn6R46PMCMF7bZq3henpP4rZtWLTyWd4TGht4ESfFVrydw9p%2F4D%2B5qeD2m1OJzhdhCdSNEW46cM3Z0ZdEvhHTLpKBdZWodOlyt%2FdD0zZTaqalYbduVMdT2wc2eqOJJfZxIzO2KxUYXmhTv4STnGF%2BRORmV7XJ8HPW0IPg%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=AVxigLL6NHCEr3YlKwEVx5UMKa2a1xTzgzZwCUIKrxBZWS%2FkVfzZ1bBSMVZEPlLdYpGkEx%2FOYUYYSEvrX4WR8UFEYf4sCv2WD2gvvLSCoExBX2k9cBZZ%2FXgpBIot4EDZmXPDjUsZo9nwMBMQkVZf6Gpfp4g96qhX67odwB5Sv43xiw4%2BCmTSCwhwP3FAhg%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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLItoNwUQ3mf100AVF5ORwxXPn69QltvkF0uXgufEJ0R9TmlkI%2B38BF9jIrgb5IWiTmbu2viGExffVD%2BUVdnEN1pOkiDcm6ZP1gGhQHdeDTigb%2BzW8If7FXekG7t8oNRXMX5Q7VEhy7K%2F655X5lqWC7BSGoDT2dKRB6GG%2B1M8AtpdA%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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLLJksNrhAVb12f%2BOOU%2BUouwnLDs%2Bft%2FARseTOmZs%2Fl%2FcMzZbOzOnBBmg906ZpLYvlcb3iG3iQZ06ImtCOyh0qda90Bf1NPySVKmpasZHRujxpARWtgbPzM8A%2Fb9Mnvzr%2BtURyhx4uKsgngvehkl1Yijz7KCHPSz0Yi26%2FAPFWug&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=AVxigLIStrJYK2vjr90%2FOUYX%2ByEDLBdUqncw%2B8g6%2FVGuXpFFROLYmwECyE%2B1stwpei7ybtpwqtWqsLqlVYT2lci%2BNmzRACkMgLa%2B5vz2I2RWUhfBq675xGk8ZINFKo26K6R1Rfx%2FdMF1XLtqUXGQ62ff6DuFMP8IGwSX%2FSFWFpjKKp4M8GEC99O7%2Fwh2jzQ%2FRZiEkw%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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[Platform](https://www.rayven.io/platform) > [Presentation / UI Layer](https://www.rayven.io/platform/presentation) > Dashboards + Visualizations

# Dashboards + visualizations.

Build real-time operational dashboards that update live, adapt per user role + connect directly to the workflows and AI models powering your operations.

[![Free Assessment →](https://no-cache.hubspot.com/cta/default/8302174/interactive-190652051878.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLISBTZ70RoJjlUy3V3O03HhdgTf2xDQwVur9qaEami1koHEeq4B9KSTut5vY%2B09LeofKfHFvJRBszUcPdoPjelB%2BT5%2FegCEsueXEXG8Cip0x3Sk8r%2BPxzKIYVlGBkEegEe%2FmGqOYuzm9hdJ%2BX5ETIjsiAEPKODvlp3XEzIkFjAc%2F%2BE%3D&webInteractiveContentId=190652051878&portalId=8302174)

[![Talk to us](https://no-cache.hubspot.com/cta/default/8302174/interactive-197574386499.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJ3a4V5x1vwCXYJKahxprnKyYdDfGs86jvaDtqX3p1eE5goz2OCFOK8KRx2%2BMUbvDpDcToa2bRpWpatEE2jqioXDVVdxteDysPqQolYAEvdlo6N8VRNKP5bkpynX1MWFJTrrGsn8iYs1S5Ws0bAAU36ZGam9xUdvpt3LIVwUOCn&webInteractiveContentId=197574386499&portalId=8302174)

![Asset-IQ-Solution-500](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Asset-IQ-Solution-500.webp?width=500&height=289&name=Asset-IQ-Solution-500.webp "Asset-IQ-Solution-500")

CAPABILITY OVERVIEW

## Live data, for the people who need it.

Rayven's dashboard builder puts a real-time operational interface on top of every data source, workflow + AI model in the platform.

 Build dashboards using 40+ configurable widgets and a drag-and-drop interface - no design experience required. Full HTML + JavaScript override is available for custom visualisations when the widget library isn't enough.

Every dashboard auto-refreshes every 30 seconds. Data displayed is always the current state of your operation - not a static export, not a scheduled snapshot.

Data sources feeding dashboards include:

- HTTP endpoints (POST)
- REST APIs (GET, POST + PATCH)
- SQL queries vs. MySQL or MSSQL
- FTP, FTPS + SFTP file ingestion
- AWS S3 bucket polling
- AWS Kinesis stream ingestion
- AMQP message queue consumption

Outbound connections include:

- Button + control widget actions triggering workflow events
- Form widget submissions routing data into workflows
- Dropdown selection updating workflow parameters
- In-app alert acknowledgement triggering downstream steps
- GenAI conversational responses triggering workflow actions

![AAMG-Solution-WebP](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/AAMG-Solution-WebP.webp?width=1200&length=1200&name=AAMG-Solution-WebP.webp)

![Asset-IQ-Solution-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Asset-IQ-Solution-500.webp?width=1200&length=1200&name=Asset-IQ-Solution-500.webp)

![Custom-Analytics-Solution-WebP](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Custom-Analytics-Solution-WebP.webp?width=1200&length=1200&name=Custom-Analytics-Solution-WebP.webp)

![ESG-Solution-1-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/ESG-Solution-1-500.png?width=1200&length=1200&name=ESG-Solution-1-500.png)

![Cash-Forecast-Solution-WebP](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Cash-Forecast-Solution-WebP.webp?width=1200&length=1200&name=Cash-Forecast-Solution-WebP.webp)

![MyEnergy-Solution-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/MyEnergy-Solution-500.png?width=1200&length=1200&name=MyEnergy-Solution-500.png)

![Task-Management-Solution-1040](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Task-Management-Solution-1040.png?width=1200&length=1200&name=Task-Management-Solution-1040.png)

![Line-Performance-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Line-Performance-500.png?width=1200&length=1200&name=Line-Performance-500.png)

![Collective-Intelligence-Solution-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Collective-Intelligence-Solution-500.png?width=1200&length=1200&name=Collective-Intelligence-Solution-500.png)

![EYEMine-Solution-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/EYEMine-Solution-500.png?width=1200&length=1200&name=EYEMine-Solution-500.png)

![Job-Management-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Job-Management-500.png?width=1200&length=1200&name=Job-Management-500.png)

![Inventrory-Optimisation-Solution-WebP](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Inventrory-Optimisation-Solution-WebP.webp?width=1200&length=1200&name=Inventrory-Optimisation-Solution-WebP.webp)

![ABC-Solution-500](https://8302174.fs1.hubspotusercontent-na1.net/hub/8302174/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/ABC-Solution-500.png?width=1200&length=1200&name=ABC-Solution-500.png)

KEY CAPABILITIES

## What Dashboards + Visualizations give you.

#### 40+ ready-to-deploy widgets

Choose from a library of 40+ configurable data visualization widgets - line charts, bar charts, pie charts, scatter plots, tables, KPI tiles, gauges, maps, overlay maps + more. Each widget connects directly to a data source, is configured via a drag-and-drop interface + updates automatically without manual refresh.

#### Role-based + Label-filtered views

Configure different dashboard views per user role, team, or client. Label-based filtering ensures each user only sees data matching their Label assignment - an operator sees their site, a client sees their own records, a manager sees aggregated views across all. Multiple dashboards can serve the same underlying data in different ways for different audiences.

#### Real-time 30-second auto-refresh

Every widget on every dashboard updates automatically every 30 seconds from live Cassandra and MySQL queries. No manual refresh, no page reload, no stale data. Dashboards always reflect the current operational state - critical for time-sensitive monitoring, live production oversight + compliance reporting.

#### Drag-and-drop builder + full code override

Build dashboards using a visual drag-and-drop interface with no coding required. For bespoke visualisations, custom layouts, or advanced interactivity, inject custom HTML + JavaScript directly into any widget. Standard + custom approaches work side by side on the same dashboard.

#### ML predictions + GenAI interface

Embed ML Chart widgets to display model forecasts, confidence intervals + historical actuals alongside live operational data. Add a conversational analytics interface to any dashboard - trained on your data - allowing users to ask questions about current performance, trends + predictions in plain English.

#### Mobile-optimised + white-label ready

Every dashboard renders on any device - desktop, tablet + mobile - with automatically adapted layouts. Dashboards are fully white-label configurable: custom domain, logo, colour palette, fonts + imagery. Multi-tenant support allows different branding per client within the same platform instance.

HOW IT CONNECTS: EXPLAINER

## Where Dashboards + Visualizations fit in the Rayven Platform stack.

Dashboards sit at the top of the Presentation Layer - the interface through which operational users interact with everything the platform produces.

Data flows in from across the platform:

- The Data Layer provides real-time Cassandra time-series data + MySQL table records
- The Execution Layer feeds workflow outputs, ML predictions + GenAI responses
- API endpoints expose external data feeds that dashboard widgets can query directly

Dashboards are not read-only. Dashboard controls - buttons, dropdowns + input fields - trigger workflow events in the Execution Layer, enabling operators to take action directly from the interface without switching tools.

Integration Layer ▾

[IT/OT Connectors](https://www.rayven.io/platform/integration/prebuilt-connectors) [API Endpoints](https://www.rayven.io/platform/integration/api-endpoints) [Streaming Data](https://www.rayven.io/platform/integration/streaming-data-connectors) [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols) [Forms + Manual Input](https://www.rayven.io/platform/integration/forms-manual-input) [Custom Integrations](https://www.rayven.io/platform/integration/custom-integrations) [AI Connectors](https://www.rayven.io/platform/integration/ai-connectors) [File Uploads](https://www.rayven.io/platform/integration/file-uploads)

Data Layer ▾

[Real-Time Data Processing](https://www.rayven.io/platform/data/real-time-data-processing) [Calculation + Aggregation](https://www.rayven.io/platform/data/calculation-aggregation) [Unified Data Tables](https://www.rayven.io/platform/data/unified-data-tables) [File Parsing](https://www.rayven.io/platform/data/file-parsing) [AI Models + Training](https://www.rayven.io/platform/data/ai-models-training) [Data Storage](https://www.rayven.io/platform/data/sql-cassandra-storage) [Data Management](https://www.rayven.io/platform/data/data-management) [Data Transformation](https://www.rayven.io/platform/data/data-transformation)

Execution Layer ▾

[Gen AI + AI Agents](https://www.rayven.io/platform/execution/gen-ai-agents) [Control + Automation](https://www.rayven.io/platform/execution/control-automation) [Workflows + Triggers](https://www.rayven.io/platform/execution/workflows-triggers) [Approvals + Exceptions](https://www.rayven.io/platform/execution/approvals-exceptions) [Predictive AI / ML](https://www.rayven.io/platform/execution/predictive-ai-machine-learning) [Rayven MCP](https://www.rayven.io/platform/execution/rayven-mcp)

Presentation / UI Layer ▾

[Custom Form Builder](https://www.rayven.io/platform/presentation/custom-form-builder) [QR Code Generator](https://www.rayven.io/platform/presentation/qr-code-generator) [Screen Flows + Hierarchies](https://www.rayven.io/platform/presentation/screen-flows-hierarchies) [Dynamic Reports](https://www.rayven.io/platform/presentation/dynamic-reports) [Dashboards + Visualizations](https://www.rayven.io/platform/presentation/dashboards-visualizations) [HTML + JavaScript](https://www.rayven.io/platform/presentation/html-javascript) [Conversational Analytics](https://www.rayven.io/platform/presentation/conversational-analytics) [Widgets + UI Components](https://www.rayven.io/platform/presentation/widgets-ui-components) [Notifications + Alerts](https://www.rayven.io/platform/presentation/notifications-alerts)

Security, Governance + Hosting ▾

[Hosting + Management](https://www.rayven.io/platform/security/hosting-management) [Audit Trails + Logs](https://www.rayven.io/platform/security/audit-trails-logs) [Deployment + Architecture](https://www.rayven.io/platform/security/deployment-architecture) [Usage + Metrics](https://www.rayven.io/platform/security/usage-metrics) [Enterprise Security](https://www.rayven.io/platform/security/enterprise-security) [Users, Roles + Access](https://www.rayven.io/platform/security/users-roles-access) [White Labelling](https://www.rayven.io/platform/security/white-labelling) [Governance + Controls](https://www.rayven.io/platform/security/governance-controls)

Click any layer to explore what's included.

---

<https://www.rayven.io/platform/presentation/dashboards-visualizations#>

USE CASES

## How Dashboards + Visualizations get used.

#### Real-time fleet operations dashboard for a mining site

An operations team monitors 500 assets across three sites from a single dashboard. Per-asset KPI tiles show current payload, fuel + cycle count. A map widget displays GPS positions in real-time. An ML Chart widget overlays predicted failure probability per asset. A site-level filter allows the team to switch between sites. Threshold alerts fire to the same dashboard as inline notifications when any asset breaches a limit.

![interface builder data](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2026/Platform/interface-builder-data.jpg?width=240&height=114&name=interface-builder-data.jpg)

#### Multi-department BI dashboard for a retail chain

A retail operator builds role-specific dashboards for store managers, regional leads + the finance team - all from the same underlying data. Store managers see their own store's sales, stock + labour data. Regional leads see aggregated performance across their stores. The finance team sees consolidated revenue + cost metrics. Label-based access control ensures no user sees data outside their scope.

![Inventrory-Optimisation-Solution-WebP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Inventrory-Optimisation-Solution-WebP.webp?width=240&height=139&name=Inventrory-Optimisation-Solution-WebP.webp "Inventrory-Optimisation-Solution-WebP")

#### White-label client portal with live operational dashboards

An MSP builds a branded client portal with per-client dashboards surfacing operational KPIs, asset status + compliance metrics. Each client accesses their own dashboard via a custom domain with the partner's branding. The underlying platform is shared infrastructure - Label isolation keeps each client's data separate. Clients experience a purpose-built portal; the MSP delivers it without building a custom frontend.

![ESG-Solution-2-500](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/ESG-Solution-2-500.png?width=240&height=139&name=ESG-Solution-2-500.png "ESG-Solution-2-500")

## Rayven Dashboards + Visualizations FAQs:

### What types of charts and visualisations does Rayven support?

Line charts, bar charts, pie charts, scatter plots, gauges, traffic lights, KPI cards, maps, data tables and status indicators. All widgets connect to any stored Rayven dataset. See [Widgets + UI Components](https://www.rayven.io/platform/presentation/widgets-ui-components).

### How frequently do dashboards update?

Dashboard auto-refresh updates all widget data within 30 seconds of new data being written to Rayven. Operational displays reflect real-time conditions without manual page refresh. See [Real-time Data Processing](https://www.rayven.io/platform/data/real-time-data-processing).

### Can dashboards be filtered per asset or location?

Yes. UID-based filtering means each dashboard can display data for a single asset, a group or all assets simultaneously. Label-based access control ensures users only see data for their assigned entities. See [Security](https://www.rayven.io/platform/security).

### Can I build dashboards without coding?

Yes. Dashboard layout and widget configuration are done entirely in the Rayven drag-and-drop builder. No HTML, JavaScript or SQL knowledge is required for standard dashboard construction. See [HTML + JavaScript](https://www.rayven.io/platform/presentation/html-javascript) for custom widget extensions.

### Can time-series sensor data be visualised?

Yes. Cassandra time-series data is directly available to chart widgets. Time range selectors let users explore any retained historical period. Real-time inbound readings update charts as data arrives. See [SQL + Cassandra Storage](https://www.rayven.io/platform/data/sql-cassandra-storage).

### Can dashboards display data from multiple sources on one screen?

Yes. A single dashboard can include widgets pulling from different Primary Tables, Secondary Tables and Cassandra series simultaneously. All data is linked by UID so per-asset multi-source views are straightforward. See [Unified Data Tables](https://www.rayven.io/platform/data/unified-data-tables).

### Can different users see different dashboards?

Yes. Dashboards are assigned to user roles and label sets. A manager may see a consolidated fleet view; a field technician sees only their assigned assets. Role-based dashboard routing is configurable. See [Security](https://www.rayven.io/platform/security).

### Can dashboards include drill-down navigation?

Yes. Screen Flows and Hierarchies allow users to navigate from a fleet overview into an individual asset view, from a site summary into a zone detail. See [Screen Flows + Hierarchies](https://www.rayven.io/platform/presentation/screen-flows-hierarchies).

### Can dashboards be displayed on public screens or kiosks?

Yes. Dashboards can be configured for read-only public display - manufacturing floor screens, site monitors, customer-facing status boards. Access level and authentication requirements are configurable per dashboard. See [Security](https://www.rayven.io/platform/security).

### Can I include calculated KPIs alongside raw sensor data?

Yes. Dashboard widgets can display both raw readings and pre-calculated aggregations. KPIs, rolling averages and totals sit alongside real-time metrics on the same screen. See [Calculation + Aggregation](https://www.rayven.io/platform/data/calculation-aggregation).

## Also in the Presentation / UI Layer:

### [Widgets + UI Components Configure and customise the full widget library for dashboards, forms, controls + operational interfaces.](https://www.rayven.io/platform/presentation/widgets-ui-components)

### [Notifications + Alerts Set thresholds, trigger real-time alerts via email, SMS + webhook, and surface alerts directly within dashboards.](https://www.rayven.io/platform/presentation/notifications-alerts)

### [HTML + JavaScript Inject custom HTML, CSS + JavaScript into any widget or interface for fully bespoke visualisations and interactions.](https://www.rayven.io/platform/presentation/html-javascript)

### [Dynamic Reports Generate on-demand or scheduled reports from live data with one click - shareable, exportable + compliance-ready.](https://www.rayven.io/platform/presentation/dynamic-reports)

### [Custom Form Builder Build configurable data capture forms embedded in dashboards or deployed as standalone interfaces.](https://www.rayven.io/platform/presentation/custom-form-builder)

### [Screen Flows + Hierarchies Design multi-level navigation structures, role-based screen paths + hierarchical data views across your application.](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

### [QR Code Generator Bulk-generate QR codes linked to live records, forms, or workflow triggers - scannable from any device in the field.](https://www.rayven.io/platform/presentation/qr-code-generator)

### [Conversational Analytics Embed a GenAI-powered natural language query interface into any dashboard, trained on your data.](https://www.rayven.io/platform/presentation/conversational-analytics)

## Ready to build your perfect UI?

Show us what you need to see and we will show you how Rayven surfaces it - in real-time, for the right people.

Join the Shift

## Discover the easy way to do something new.

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<https://www.rayven.io/platform/presentation/dashboards-visualizations#body> 

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

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  "name" : "Dashboards + Visualizations | Presentation/UI Layer | Rayven Platform",
  "speakable" : {
    "@type" : "SpeakableSpecification",
    "cssSelector" : [ "h1", "h2" ]
  },
  "url" : "https://www.rayven.io/platform/presentation/dashboards-visualizations"
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "FAQPage",
  "mainEntity" : [ {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Line charts, bar charts, pie charts, scatter plots, gauges, traffic lights, KPI cards, maps, data tables and status indicators. All widgets connect to any stored Rayven dataset. See https://www.rayven.io/platform/presentation/widgets-ui-components."
    },
    "name" : "What types of charts and visualisations does Rayven support?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Dashboard auto-refresh updates all widget data within 30 seconds of new data being written to Rayven. Operational displays reflect real-time conditions without manual page refresh. See https://www.rayven.io/platform/data/real-time-data-processing."
    },
    "name" : "How frequently do dashboards update?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. UID-based filtering means each dashboard can display data for a single asset, a group or all assets simultaneously. Label-based access control ensures users only see their assigned entities. See https://www.rayven.io/platform/security."
    },
    "name" : "Can dashboards be filtered per asset or location?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Dashboard layout and widget configuration are done entirely in the Rayven drag-and-drop builder. No HTML, JavaScript or SQL knowledge is required for standard dashboards. See https://www.rayven.io/platform/presentation/html-javascript for custom widget extensions."
    },
    "name" : "Can I build dashboards without coding?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Cassandra time-series data is directly available to chart widgets. Time range selectors let users explore any retained historical period. Real-time readings update charts as data arrives. See https://www.rayven.io/platform/data/sql-cassandra-storage."
    },
    "name" : "Can time-series sensor data be visualised?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. A single dashboard can include widgets pulling from Primary Tables, Secondary Tables and Cassandra series simultaneously. All data is linked by UID so per-asset multi-source views are straightforward. See https://www.rayven.io/platform/data/unified-data-tables."
    },
    "name" : "Can dashboards display data from multiple sources on one screen?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Dashboards are assigned to user roles and label sets. A manager sees a consolidated fleet view; a field technician sees only their assigned assets. Role-based routing is configurable. See https://www.rayven.io/platform/security."
    },
    "name" : "Can different users see different dashboards?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Screen Flows and Hierarchies allow users to navigate from a fleet overview into an individual asset view, from a site summary into a zone detail. See https://www.rayven.io/platform/presentation/screen-flows-hierarchies."
    },
    "name" : "Can dashboards include drill-down navigation?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Dashboards can be configured for read-only public display - manufacturing floor screens, site monitors, customer-facing status boards. Authentication requirements are configurable per dashboard. See https://www.rayven.io/platform/security."
    },
    "name" : "Can dashboards be displayed on public screens or kiosks?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Dashboard widgets can display both raw readings and pre-calculated aggregations. KPIs, rolling averages and totals sit alongside real-time metrics on the same screen. See https://www.rayven.io/platform/data/calculation-aggregation."
    },
    "name" : "Can I include calculated KPIs alongside raw sensor data?"
  } ]
}
```