---
title: What is an IoT solution? A Quick Guide | Rayven
description: Learn how IoT can improve efficiency, increase productivity, and gain a competitive edge - and just what is an IoT solution.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Blogs%20Images/Abstract-Light-2.jpg
---

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

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

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

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

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**IoT Solutions**

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

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

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    Rayven MCP

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Field Applications

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

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**Platform Overview**

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

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

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**Integration Layer**

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

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

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**Data Layer**

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

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

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**Execution Layer**

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

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

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**Presentation / UI Layer**

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

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

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**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)

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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)

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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)

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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=AVxigLJ7PfR2WBrohvTy79X83TpQ4slxMJKphZHUI4LF3inn%2FcPmtex4uzmcAWxVn9M6z8OYTqn%2FgKrN%2FY%2FPUPejVw6UQHmjf92QArHZhonxuWMsGBcs3O5GhFx0JO2pui5pwDlzzw%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=AVxigLI2aeJvSTGPaIC3uFOuUXH3bsEYVanlSMDZ2oZ%2FsBPcqqdn%2FIz074wFgmqcqQj83Qju8JSN0FTp7HAdqKTXc%2Bze9N6r2MT1u9JTZ5EtU6CNt2l%2F9YFPLI1frxrsuG8pZee6d%2FXEejmwdDGHCIdnTf%2FA8YwJ7idFHp0aJNNY7%2FDvCbuIMUAnGU0nC7fcjhWJebiGy5fQH0%2B4XdOYoZ7qwA%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=AVxigLKhxR5GSDUH4ia5iWzf8lUJLSwDBE9rfNgzQPE1TMVX1zbU39cFLyjuez7GruIKZtgUzIYvBuGtjCw4Trs8XeWL6xKHDNH0leZ9yFIQEO%2BQ%2BbvuAq4VK8eOLbZuWXuN%2BcOPU%2F%2F4IiAMUVmYBfvFr7fnFRDByX7AKek43WK%2FSJ2W4A7X6yDBjdRo0govLy5BTfWPlEefQp1B7g%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=AVxigLInbyF0M0084NsKoMqysXb45C%2FBVgm4l6NdkskE1XGd%2BoprNFfYMHA0JRJyBPhsjpQhW%2BOJOWC4gTw%2F2TfR6nCfL9VMQmDHv9M7LKAi%2B%2F4hSxF7aTObUy%2BJBq2alz%2FihiES6asYWcdkpO6BwI2Ez53H7Nvt3bDZN5oKHzN6IrTSeQo%2FZbJModu3g%2BXbilqr4z%2FgbPPvm28sZg%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=AVxigLKGkJlfi4XeRZ5HKbwc0HXOZ5tw4r97aM31ilF5giAVvWiN45Gl2fj1PrmhmJEiy7f%2BufAP%2Fg%2FtU7bpMEOMAk%2FCPTjNp8Zm794nORcoSKWt9ARXgiH%2FAj9DxevZDzjAy2CxvoGrwrsz3xcvPKF3A%2FYHPU9jChD0SBwT%2B1AmPcLUEKFLsE2mY25L45Eg738lfAgHz%2FSFBAUke1qEsDbp5Tg%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=AVxigLKxvV37jpIneadogVmdZVe%2B46mU7PYZQ4KlkuHbnFGbuZRXxuZdPDvbaqAZB9fi0cyn2tBumw8QiXOGmArVGHy5Ev4yr%2Fu33RU7HM67fjVwNBd5%2B%2FBVg0DsK%2FW58l3CJyjGYb6jbWSe7%2BfXAZfp8Tm8ZiHGQXpz0qWBXWPanalOa9PFaOD4h5TD81TSwawTzoPqai3TAxUc%2BYphQ%2B4%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=AVxigLJK6K6OdrccOI1meQ1P0bP9JE2HoL5Qs7Y4HkeOw94cMV7HvpQlvgIebzmO4GMvURlQH16cpSoU%2B3i5C6q8bioHz2MfN8DiO70GlGey4arzaTLvJqztcL%2BK0QRmNee6pwuqEbqgnDORp3a%2FAhh%2Ft%2F%2BB%2BE2COEdy5wIUmsFvdBJoay10Gv5hBynvrBj73F6JJhGqAPzOa%2B7oQSZM1f45YgDzzA%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=AVxigLJoYlr7zkJgBMlZeU5jLq0zQaXNjsfW5bRY4LyFdNoLu6qsbtscVFa3Qif%2Bcl9Tj%2BBNLPheqxYRCjsqEU4sDbpCuliF8mFrR%2BxsvuBFxhMTlvlFoxZrtdPNuq0QXO5xNNCXkyUwnSS25%2BKeWhbSOYgneRvnP0pm7TAqmWeX8nbZvKhVx3olsZmTxuV7dIvNfSF8tulNv%2Bztzc4cpygf2naQU4g%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=AVxigLJzro0TFFiFFlEgA6O885K8cE%2BSEpKbBH0KK0cfDA%2Ba2ctXz4eS568LJ6HwvMIwCNlvhR5n%2FRb05U6eI2vPUcWq5odgzZQXx0EW5wFeHSbRI7Q9UBp2G1z9lBmuoDnvyH5Gpk0Iw88pgA8lLwvXYn2yHWSedIiCz5FlxTmtPlLZIWx6%2BUGxrVpPsdPgOYF6ybJnJgzycMlC6fDgdBobHI8%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=AVxigLIugLEhwqEI0I6NZ4ZUiDsiC0YaYhmcBGki6jelhXAlGZ56zkLwyW2eQrK%2FrOQY2tTBYsvVGQah778J56292XQ2znZJ9Fh1eMoBXB2MkcqD21EiiGmnSX5cmNiIgIZoberSWGS3LqvPIU%2BCkf1ldFSdTw6FHtVI5ka1dHhZzEe3G%2FWp0Y61wjVv%2FwaQ5PzIBONNBp%2BZTBiTwMn1uGYCdA%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=AVxigLLicFi0ouB5hdtUADWX36B6IJpDUshh8%2BeauSrDjTdIEEB7yovZ2sG9TKJGIX%2FNwsnX3SSJ%2BVdUOLH9YQb%2F9Es8wPjjB4nhPa2x3RjUl%2F46ZW3%2BlhrRa1azDmU7AU%2FgTXd%2BPnC%2BRKlsZfVWgRwREITXD7igmaUNK0keDj3%2BBBPAmsl3To0IrMQYt71z35rjkWYkuSOkAXfctN5d09yZtTXOQXJqEDDvJM8wFx249o%2F1Bw%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=AVxigLLjZfKqHdQ0T4uv93B0K5SpfUBUMYPAfSohKfoKbuFk3xE9a%2BavOhGLQtVVLmMOdCnAwkkyIGLuKHOQewoNWBitbMEm9St5Q6F1hu1La4ehD4OsSOYzJJ%2Fk09Ge4qZnyGCjXxgPaZVY%2BJQJBLJ1hHpBr7pLj%2F3SSotiUnfg1%2BL%2BNWBc2ly6cS%2FFbzuJT89ufA2UnvfgwgWoIVVu5NmIkB4T&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=AVxigLLxJ7BnzmcvLok9zFu8gStxhCe3ivm5nJKk8TCP%2BQ0bsug1Q8vJEjAg3GhgSYYaVLdIKKRju5cecLlbeP6SIb93iYN59ssvcFhQA8WlWilN8f5lCApyQKjffjNbQJzLGdfAOhsq3D%2FkVfwvLofeB0a3Mi7pvSlSO1mZUTMDG6S0mmbD8N%2F%2BVBUFjoYjbAy19yHucTF0rfso1QIHHrYLDWJfpQ%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=AVxigLIHxAJGd78o%2B3DomXkYoho6ieIUnTu4MvsGe7Lp970qhfbz3uW6HPiRzhGf%2F1MsRwfYW%2B%2FCW%2Fj%2F1KjgJSGDlbKhmXveaG6RE0cdzVXnviCcPWnpn7EDHykZSEjLX5HRMh1HwcrHgoEC5yE3rf%2FE6fJrDQZZ5gmzszyRtBcYHI2AAlsOZO3wLOywSdXTXnyxTRICN596APh9eNupbrUVjlrWDsaSs24%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=AVxigLJ0m8eubddlT04QIkunXoSTTAsuUuy%2FfwmEoxDV2Onc0m1OE0lbIBmrBy%2BOfPeYK1bKAs5DALvNidP4J1LNBus2Eq%2FFsM%2BUWtthrVFCieKAXXgPUxFoIg%2FXUdzMXuPfD%2BSe4J9lxuS7nc0Lxmb8Q1cw3soFnFah%2BYWS4RBE0XaFBRyTRUZb6p3S21Qp3oz8H%2FOmU3rQP5ML4%2FQp9rBFKcg%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=AVxigLJdKuiaUvfMmJlzKzNjtU84ms0VSvNqj1eLlvs6e0uwNBkg1mCumWS0imNsSKJQDhaA6Ofk1RZIjCNFhJKegNYttS3SqCxW2h2O1tqOx1yoYGrsn%2BzADRAXrgbshxuLgAqqmEDy4W8pTi6MdaASQvK389RfL31icua17QrhChiR8HuZ68nBWMGp3rQ4VcWsq0fm2vvTNFeJIJs%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=AVxigLKXD6HSaYJyaEqB91CNXtFbLkaHFfhYhSzEkEN402c6qZgQpVj%2FMtGRx2WMcWgasvtSGCW%2FfhfByTCf%2BNlCndYmTaaG%2BPccwq30Mm%2BYcLNPon%2BLys780I%2BO5HRanpL2iTGhlCD%2FpsLTqqigQ6l0krjCsjkvQ4OmjMX3UeCJYEtk%2Fx77ZkKR357gi%2BNxa1EjVHTIQA%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=AVxigLJ51G8kN1uuAoNRKrZ9OLQzh6rt8TpH%2FhPJoBq94tejFVqm3LqLJRzevqo5K3rU4iSGfPgucawqjHx4ngZqDsq39wBgDLwDoHTSlh8K4VUAWOmQhLuBhPJlLBoGkOCX6f%2FFjwSJ14ptoSvyQ%2B4PYdvd3Wkg7fyoqBxU%2FrrgLMweJ2%2FXQGewS5%2B2SVL722EXo%2FBV&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=AVxigLL2oU0lQq19O8HN5jQpqqH0Qzw7X0wq%2F3CKuewPqIrb8KXcPBefz2mtmiIRloe37lhdoeyXUy6Xj63K49sAPXI541txeoqCTpD9gv92qBE9Nf88aY5fHSs4HdOYCr5FaVK3DDLhzwoiKrDU0ktMv8hCG9zzhaDm1n3fo82cmPxKVPf42hkEPxMVpRerEx33Gns7X%2F%2B58iTr2Q%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=AVxigLIWz5lJbly%2F8%2F1CAT9urp1P26RFvveTMJolkdspOaHrxaPlFj%2FqshqUnULJ4sqIDxNYNV5WBx2Sre16hCo3%2B%2B0Tph4Dn6emV14oBqwfynvnzebrlcFQt69Fg2YyR7XiFham3BdHLbH%2FKEmrzOqYz36rZSvK3pIopG5xEDMfuGRPCGZOSpmnadyLbvVfOrRyhRFFrhRqKqt2H3E%2BvjU7A85%2B77qvlyE%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=AVxigLKV5hd1%2BU8UWGafsfDUANPkQr2Bm31QkroXVpqx5CYKYGP57xnrF3AsLQAlWrEwBdPsxp0Q%2F1c9rTeYkuL8zEC1KYDjTPM9s7soJjYsM1dbHG%2BlwSDlrNNlpI5jTU7qQexgdzuPCjomStcrLVBvkz%2FPxm%2BtCTKNfErkgEghmM2hKa9AKUP%2BAKXbJ9pMmRTHblwZt99rKnPHkRHifQMHouTNpIhzlXqMCj4%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=AVxigLKdQDNsuDMeOQJy%2F%2FZKN%2BA0q3i645eyO%2FmPonEcnWqgMBX8b7gWiHY4S%2F1ZrMS1nMubzIzFaMwq19A8AUrsL76i8YFn1xWz5PQKWiNPu%2BIOPba%2Fyg%2BM3%2Bi1YVp3cDVlCgjA6cLAA9mTU%2BbmD5F%2BLWxsEQnF3Phlhw1YcXcqPz0mggd2riv5t5cy4seWCmGdObcjtx1XHZ7P2H0K1lPpXCf%2BEsaSSvo%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=AVxigLL2oU0lQq19O8HN5jQpqqH0Qzw7X0wq%2F3CKuewPqIrb8KXcPBefz2mtmiIRloe37lhdoeyXUy6Xj63K49sAPXI541txeoqCTpD9gv92qBE9Nf88aY5fHSs4HdOYCr5FaVK3DDLhzwoiKrDU0ktMv8hCG9zzhaDm1n3fo82cmPxKVPf42hkEPxMVpRerEx33Gns7X%2F%2B58iTr2Q%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=AVxigLL0nKWwlbxuTVtn46W1flcTgXWO%2BQmk42%2FXiYC0YCJ3zI7v5d7d6jL2ABuxnWgC0YfW%2FrtG8Ebswb6ryo6x7FmkttGB8%2B5VxYFnay4O8hXV7vH2e7VwOdbzBtW2fd5rSUIGWI48185xvUcfFLt8jSfZ9tEMtcaWkofAADQfrXsXN%2Bv4pumhKCFaJnu%2FPLB8IcJ8iZonXWUxYhDcelM%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=AVxigLJhf5mcQR%2BpOFPpBToS6yir%2FLgimQVzyn%2Ffy5ADFIYV8wpZTkSwWQLUnIuy2cFU60wVAYzqeHROHi6bqWi2hQtjr0ZzpArPkzMFg%2F1yJa4v4Ux863b13wnerdB65jvVcPPW3mEqJsFFLYwgww7dFE8IdEDZhmU3UtPE9sf%2F%2Fv9V7g%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=AVxigLLPJe2TzLCWG49BmKAleC2k4O8yORJgwkveYYJ4lYJ4QhgF4d%2B9p4Z60lk0n5OxuMvYfX352Erob%2FKNOg99EOvoSlNZ6Mig%2FGXYbYtIaREqZjZQtZ1TPMWHleQxi4crnrg2grITT1HdHAlth2QAYKc6yrBf3HMbBjD1Ln0iDpOA%2BER2MxLlCyB5%2Bsp7Iw%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=AVxigLKw%2BBn0OFKhFoAvJZKbqlMAI%2BBlF%2BM27VQZSQKxq4XthmgEwE91IEt8Pk1sTkYIUlFcImapCYVJvjQYv2f6HZZcaRASlJPHdrEH90mewakFv59j0Feue1icOU8ZMdEH4zHwvwQZng3IFNsUHVGxqXpoY%2B6cbEpxlCLNCS3h&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=AVxigLLsd67SesyIDIDKBODU0TgSUFjaownjTtFVDsWfkT7n4oYEKCWIIE8g6zbZn8dqNtYPLDjEUPnRIqvFWbTZSdGTx%2BNbaSXUxKke9lvTCrS3HjEuS6VA2CHX94uMlHgqfIGlQa%2BHHj%2F5lM4vkytg7qa%2BP8DBpd56eM22ccJx0GbThizeVHhhIPhgbQ%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=AVxigLIuVX2cBgm%2BzYh4syoaI81B2xNv5JE24QUYQcpnoWklsf43DesPWODekmUzcanAqRz8Gb3xj1B1k70IM9BDlc9TuQajr%2FMMlqSktPtOymI0PzhK4BiH5oTbfoap8uVHP4i%2FEvckUVE8YEC6Dt5jV%2BzyNBLQHhGyW74U4gixJ9oITMpKlp1X6KJLSFYEfkWCVSKjK5rJfQ%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=AVxigLIfom0YsnJVLDyeB0TkRfwmXq%2BVPoFojQinzlGv8x77xsNq391H9FHVQx161qDzV6j6AddOjlh3xKagxPK%2BvMeUOh10LnWWyTBuo5gOQU4%2FSrxiKFcWIxHEVxFg0%2BnA%2B5JpQbwnglsixtaRXiLqYe8fOel9f%2BdhwCFKzdKSZ%2F%2F6Q2tkofPssVZZrQ%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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLIQstQcia1g3jt%2FQ80NCsxqHHpd1g9dk303WzX1rYvKtBRiHetBl60psUjyh%2F4pyUTavAthmXTQj4QXh9EaFyva071gu8NoOcr7nTmhGZy7zI1UBlqzv8yoIRYXRIoZ%2FOkHoXDAgtXGR8zcqeNblt%2BjpNJHtVN9yBINKAWFBZH3rWNH3zKVhBXxhp%2BrssyA%2FQ%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=AVxigLJ7PfR2WBrohvTy79X83TpQ4slxMJKphZHUI4LF3inn%2FcPmtex4uzmcAWxVn9M6z8OYTqn%2FgKrN%2FY%2FPUPejVw6UQHmjf92QArHZhonxuWMsGBcs3O5GhFx0JO2pui5pwDlzzw%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=AVxigLJ7PfR2WBrohvTy79X83TpQ4slxMJKphZHUI4LF3inn%2FcPmtex4uzmcAWxVn9M6z8OYTqn%2FgKrN%2FY%2FPUPejVw6UQHmjf92QArHZhonxuWMsGBcs3O5GhFx0JO2pui5pwDlzzw%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=AVxigLI2aeJvSTGPaIC3uFOuUXH3bsEYVanlSMDZ2oZ%2FsBPcqqdn%2FIz074wFgmqcqQj83Qju8JSN0FTp7HAdqKTXc%2Bze9N6r2MT1u9JTZ5EtU6CNt2l%2F9YFPLI1frxrsuG8pZee6d%2FXEejmwdDGHCIdnTf%2FA8YwJ7idFHp0aJNNY7%2FDvCbuIMUAnGU0nC7fcjhWJebiGy5fQH0%2B4XdOYoZ7qwA%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=AVxigLKhxR5GSDUH4ia5iWzf8lUJLSwDBE9rfNgzQPE1TMVX1zbU39cFLyjuez7GruIKZtgUzIYvBuGtjCw4Trs8XeWL6xKHDNH0leZ9yFIQEO%2BQ%2BbvuAq4VK8eOLbZuWXuN%2BcOPU%2F%2F4IiAMUVmYBfvFr7fnFRDByX7AKek43WK%2FSJ2W4A7X6yDBjdRo0govLy5BTfWPlEefQp1B7g%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=AVxigLInbyF0M0084NsKoMqysXb45C%2FBVgm4l6NdkskE1XGd%2BoprNFfYMHA0JRJyBPhsjpQhW%2BOJOWC4gTw%2F2TfR6nCfL9VMQmDHv9M7LKAi%2B%2F4hSxF7aTObUy%2BJBq2alz%2FihiES6asYWcdkpO6BwI2Ez53H7Nvt3bDZN5oKHzN6IrTSeQo%2FZbJModu3g%2BXbilqr4z%2FgbPPvm28sZg%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=AVxigLKGkJlfi4XeRZ5HKbwc0HXOZ5tw4r97aM31ilF5giAVvWiN45Gl2fj1PrmhmJEiy7f%2BufAP%2Fg%2FtU7bpMEOMAk%2FCPTjNp8Zm794nORcoSKWt9ARXgiH%2FAj9DxevZDzjAy2CxvoGrwrsz3xcvPKF3A%2FYHPU9jChD0SBwT%2B1AmPcLUEKFLsE2mY25L45Eg738lfAgHz%2FSFBAUke1qEsDbp5Tg%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=AVxigLKxvV37jpIneadogVmdZVe%2B46mU7PYZQ4KlkuHbnFGbuZRXxuZdPDvbaqAZB9fi0cyn2tBumw8QiXOGmArVGHy5Ev4yr%2Fu33RU7HM67fjVwNBd5%2B%2FBVg0DsK%2FW58l3CJyjGYb6jbWSe7%2BfXAZfp8Tm8ZiHGQXpz0qWBXWPanalOa9PFaOD4h5TD81TSwawTzoPqai3TAxUc%2BYphQ%2B4%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=AVxigLJK6K6OdrccOI1meQ1P0bP9JE2HoL5Qs7Y4HkeOw94cMV7HvpQlvgIebzmO4GMvURlQH16cpSoU%2B3i5C6q8bioHz2MfN8DiO70GlGey4arzaTLvJqztcL%2BK0QRmNee6pwuqEbqgnDORp3a%2FAhh%2Ft%2F%2BB%2BE2COEdy5wIUmsFvdBJoay10Gv5hBynvrBj73F6JJhGqAPzOa%2B7oQSZM1f45YgDzzA%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=AVxigLJoYlr7zkJgBMlZeU5jLq0zQaXNjsfW5bRY4LyFdNoLu6qsbtscVFa3Qif%2Bcl9Tj%2BBNLPheqxYRCjsqEU4sDbpCuliF8mFrR%2BxsvuBFxhMTlvlFoxZrtdPNuq0QXO5xNNCXkyUwnSS25%2BKeWhbSOYgneRvnP0pm7TAqmWeX8nbZvKhVx3olsZmTxuV7dIvNfSF8tulNv%2Bztzc4cpygf2naQU4g%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=AVxigLJzro0TFFiFFlEgA6O885K8cE%2BSEpKbBH0KK0cfDA%2Ba2ctXz4eS568LJ6HwvMIwCNlvhR5n%2FRb05U6eI2vPUcWq5odgzZQXx0EW5wFeHSbRI7Q9UBp2G1z9lBmuoDnvyH5Gpk0Iw88pgA8lLwvXYn2yHWSedIiCz5FlxTmtPlLZIWx6%2BUGxrVpPsdPgOYF6ybJnJgzycMlC6fDgdBobHI8%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=AVxigLIugLEhwqEI0I6NZ4ZUiDsiC0YaYhmcBGki6jelhXAlGZ56zkLwyW2eQrK%2FrOQY2tTBYsvVGQah778J56292XQ2znZJ9Fh1eMoBXB2MkcqD21EiiGmnSX5cmNiIgIZoberSWGS3LqvPIU%2BCkf1ldFSdTw6FHtVI5ka1dHhZzEe3G%2FWp0Y61wjVv%2FwaQ5PzIBONNBp%2BZTBiTwMn1uGYCdA%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=AVxigLLicFi0ouB5hdtUADWX36B6IJpDUshh8%2BeauSrDjTdIEEB7yovZ2sG9TKJGIX%2FNwsnX3SSJ%2BVdUOLH9YQb%2F9Es8wPjjB4nhPa2x3RjUl%2F46ZW3%2BlhrRa1azDmU7AU%2FgTXd%2BPnC%2BRKlsZfVWgRwREITXD7igmaUNK0keDj3%2BBBPAmsl3To0IrMQYt71z35rjkWYkuSOkAXfctN5d09yZtTXOQXJqEDDvJM8wFx249o%2F1Bw%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=AVxigLLjZfKqHdQ0T4uv93B0K5SpfUBUMYPAfSohKfoKbuFk3xE9a%2BavOhGLQtVVLmMOdCnAwkkyIGLuKHOQewoNWBitbMEm9St5Q6F1hu1La4ehD4OsSOYzJJ%2Fk09Ge4qZnyGCjXxgPaZVY%2BJQJBLJ1hHpBr7pLj%2F3SSotiUnfg1%2BL%2BNWBc2ly6cS%2FFbzuJT89ufA2UnvfgwgWoIVVu5NmIkB4T&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=AVxigLLxJ7BnzmcvLok9zFu8gStxhCe3ivm5nJKk8TCP%2BQ0bsug1Q8vJEjAg3GhgSYYaVLdIKKRju5cecLlbeP6SIb93iYN59ssvcFhQA8WlWilN8f5lCApyQKjffjNbQJzLGdfAOhsq3D%2FkVfwvLofeB0a3Mi7pvSlSO1mZUTMDG6S0mmbD8N%2F%2BVBUFjoYjbAy19yHucTF0rfso1QIHHrYLDWJfpQ%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=AVxigLIHxAJGd78o%2B3DomXkYoho6ieIUnTu4MvsGe7Lp970qhfbz3uW6HPiRzhGf%2F1MsRwfYW%2B%2FCW%2Fj%2F1KjgJSGDlbKhmXveaG6RE0cdzVXnviCcPWnpn7EDHykZSEjLX5HRMh1HwcrHgoEC5yE3rf%2FE6fJrDQZZ5gmzszyRtBcYHI2AAlsOZO3wLOywSdXTXnyxTRICN596APh9eNupbrUVjlrWDsaSs24%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=AVxigLJ0m8eubddlT04QIkunXoSTTAsuUuy%2FfwmEoxDV2Onc0m1OE0lbIBmrBy%2BOfPeYK1bKAs5DALvNidP4J1LNBus2Eq%2FFsM%2BUWtthrVFCieKAXXgPUxFoIg%2FXUdzMXuPfD%2BSe4J9lxuS7nc0Lxmb8Q1cw3soFnFah%2BYWS4RBE0XaFBRyTRUZb6p3S21Qp3oz8H%2FOmU3rQP5ML4%2FQp9rBFKcg%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=AVxigLJdKuiaUvfMmJlzKzNjtU84ms0VSvNqj1eLlvs6e0uwNBkg1mCumWS0imNsSKJQDhaA6Ofk1RZIjCNFhJKegNYttS3SqCxW2h2O1tqOx1yoYGrsn%2BzADRAXrgbshxuLgAqqmEDy4W8pTi6MdaASQvK389RfL31icua17QrhChiR8HuZ68nBWMGp3rQ4VcWsq0fm2vvTNFeJIJs%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=AVxigLKXD6HSaYJyaEqB91CNXtFbLkaHFfhYhSzEkEN402c6qZgQpVj%2FMtGRx2WMcWgasvtSGCW%2FfhfByTCf%2BNlCndYmTaaG%2BPccwq30Mm%2BYcLNPon%2BLys780I%2BO5HRanpL2iTGhlCD%2FpsLTqqigQ6l0krjCsjkvQ4OmjMX3UeCJYEtk%2Fx77ZkKR357gi%2BNxa1EjVHTIQA%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=AVxigLJ51G8kN1uuAoNRKrZ9OLQzh6rt8TpH%2FhPJoBq94tejFVqm3LqLJRzevqo5K3rU4iSGfPgucawqjHx4ngZqDsq39wBgDLwDoHTSlh8K4VUAWOmQhLuBhPJlLBoGkOCX6f%2FFjwSJ14ptoSvyQ%2B4PYdvd3Wkg7fyoqBxU%2FrrgLMweJ2%2FXQGewS5%2B2SVL722EXo%2FBV&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=AVxigLL2oU0lQq19O8HN5jQpqqH0Qzw7X0wq%2F3CKuewPqIrb8KXcPBefz2mtmiIRloe37lhdoeyXUy6Xj63K49sAPXI541txeoqCTpD9gv92qBE9Nf88aY5fHSs4HdOYCr5FaVK3DDLhzwoiKrDU0ktMv8hCG9zzhaDm1n3fo82cmPxKVPf42hkEPxMVpRerEx33Gns7X%2F%2B58iTr2Q%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=AVxigLIWz5lJbly%2F8%2F1CAT9urp1P26RFvveTMJolkdspOaHrxaPlFj%2FqshqUnULJ4sqIDxNYNV5WBx2Sre16hCo3%2B%2B0Tph4Dn6emV14oBqwfynvnzebrlcFQt69Fg2YyR7XiFham3BdHLbH%2FKEmrzOqYz36rZSvK3pIopG5xEDMfuGRPCGZOSpmnadyLbvVfOrRyhRFFrhRqKqt2H3E%2BvjU7A85%2B77qvlyE%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=AVxigLKV5hd1%2BU8UWGafsfDUANPkQr2Bm31QkroXVpqx5CYKYGP57xnrF3AsLQAlWrEwBdPsxp0Q%2F1c9rTeYkuL8zEC1KYDjTPM9s7soJjYsM1dbHG%2BlwSDlrNNlpI5jTU7qQexgdzuPCjomStcrLVBvkz%2FPxm%2BtCTKNfErkgEghmM2hKa9AKUP%2BAKXbJ9pMmRTHblwZt99rKnPHkRHifQMHouTNpIhzlXqMCj4%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=AVxigLKdQDNsuDMeOQJy%2F%2FZKN%2BA0q3i645eyO%2FmPonEcnWqgMBX8b7gWiHY4S%2F1ZrMS1nMubzIzFaMwq19A8AUrsL76i8YFn1xWz5PQKWiNPu%2BIOPba%2Fyg%2BM3%2Bi1YVp3cDVlCgjA6cLAA9mTU%2BbmD5F%2BLWxsEQnF3Phlhw1YcXcqPz0mggd2riv5t5cy4seWCmGdObcjtx1XHZ7P2H0K1lPpXCf%2BEsaSSvo%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=AVxigLL2oU0lQq19O8HN5jQpqqH0Qzw7X0wq%2F3CKuewPqIrb8KXcPBefz2mtmiIRloe37lhdoeyXUy6Xj63K49sAPXI541txeoqCTpD9gv92qBE9Nf88aY5fHSs4HdOYCr5FaVK3DDLhzwoiKrDU0ktMv8hCG9zzhaDm1n3fo82cmPxKVPf42hkEPxMVpRerEx33Gns7X%2F%2B58iTr2Q%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=AVxigLL0nKWwlbxuTVtn46W1flcTgXWO%2BQmk42%2FXiYC0YCJ3zI7v5d7d6jL2ABuxnWgC0YfW%2FrtG8Ebswb6ryo6x7FmkttGB8%2B5VxYFnay4O8hXV7vH2e7VwOdbzBtW2fd5rSUIGWI48185xvUcfFLt8jSfZ9tEMtcaWkofAADQfrXsXN%2Bv4pumhKCFaJnu%2FPLB8IcJ8iZonXWUxYhDcelM%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=AVxigLJhf5mcQR%2BpOFPpBToS6yir%2FLgimQVzyn%2Ffy5ADFIYV8wpZTkSwWQLUnIuy2cFU60wVAYzqeHROHi6bqWi2hQtjr0ZzpArPkzMFg%2F1yJa4v4Ux863b13wnerdB65jvVcPPW3mEqJsFFLYwgww7dFE8IdEDZhmU3UtPE9sf%2F%2Fv9V7g%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=AVxigLLPJe2TzLCWG49BmKAleC2k4O8yORJgwkveYYJ4lYJ4QhgF4d%2B9p4Z60lk0n5OxuMvYfX352Erob%2FKNOg99EOvoSlNZ6Mig%2FGXYbYtIaREqZjZQtZ1TPMWHleQxi4crnrg2grITT1HdHAlth2QAYKc6yrBf3HMbBjD1Ln0iDpOA%2BER2MxLlCyB5%2Bsp7Iw%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=AVxigLKw%2BBn0OFKhFoAvJZKbqlMAI%2BBlF%2BM27VQZSQKxq4XthmgEwE91IEt8Pk1sTkYIUlFcImapCYVJvjQYv2f6HZZcaRASlJPHdrEH90mewakFv59j0Feue1icOU8ZMdEH4zHwvwQZng3IFNsUHVGxqXpoY%2B6cbEpxlCLNCS3h&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=AVxigLLsd67SesyIDIDKBODU0TgSUFjaownjTtFVDsWfkT7n4oYEKCWIIE8g6zbZn8dqNtYPLDjEUPnRIqvFWbTZSdGTx%2BNbaSXUxKke9lvTCrS3HjEuS6VA2CHX94uMlHgqfIGlQa%2BHHj%2F5lM4vkytg7qa%2BP8DBpd56eM22ccJx0GbThizeVHhhIPhgbQ%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=AVxigLIuVX2cBgm%2BzYh4syoaI81B2xNv5JE24QUYQcpnoWklsf43DesPWODekmUzcanAqRz8Gb3xj1B1k70IM9BDlc9TuQajr%2FMMlqSktPtOymI0PzhK4BiH5oTbfoap8uVHP4i%2FEvckUVE8YEC6Dt5jV%2BzyNBLQHhGyW74U4gixJ9oITMpKlp1X6KJLSFYEfkWCVSKjK5rJfQ%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=AVxigLIfom0YsnJVLDyeB0TkRfwmXq%2BVPoFojQinzlGv8x77xsNq391H9FHVQx161qDzV6j6AddOjlh3xKagxPK%2BvMeUOh10LnWWyTBuo5gOQU4%2FSrxiKFcWIxHEVxFg0%2BnA%2B5JpQbwnglsixtaRXiLqYe8fOel9f%2BdhwCFKzdKSZ%2F%2F6Q2tkofPssVZZrQ%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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJhazYWHCvcAQZRru6a%2B9DSr6B1TdzWh%2BHiXbFdgbW%2Ba36HP0dixVFDFR4VhpzIsRZ%2FqpIKwnkUX5fmrDc0LZW%2Fw8tMj5A2MPUijwpH%2B17j48kIv5DonBVPzIUSimo4tdOgIEEeB5vuxoNA%2FrXLKW1RSE8aqfpvfApqOt5GfHQOWQ%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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLJiB5XUXs24f0mjy4TT1rQtc1UnsLl5PxK2%2FlgxueOTvWpsEuIdk7ozlY3gAOLb7KMuqco9CybAy1JSfqHlzouhxdqGvDkZnZBs17v07hroSYZMbqD%2Bzd%2BrG61%2BvpJGtPGSPSo0nYPtXoEmyb2K7vsrhFMgYyTQZ3tEp4sszUoK&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=AVxigLIQstQcia1g3jt%2FQ80NCsxqHHpd1g9dk303WzX1rYvKtBRiHetBl60psUjyh%2F4pyUTavAthmXTQj4QXh9EaFyva071gu8NoOcr7nTmhGZy7zI1UBlqzv8yoIRYXRIoZ%2FOkHoXDAgtXGR8zcqeNblt%2BjpNJHtVN9yBINKAWFBZH3rWNH3zKVhBXxhp%2BrssyA%2FQ%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

Blogs

# What is an IoT solution?

 Rayven, 13 February 2023

What is an IoT solution? A Quick Guide | Rayven

5:48

An [IoT solution](https://www.rayven.io/industrial-iot-solutions) is a system of interconnected devices, machines, and sensors that collect and share data over a network without the need for human intervention. These devices are embedded with software, sensors, and connectivity that enable them to communicate and interact with other devices and systems.

An IoT solution typically contains several components including:

- IoT devices
- Cloud-based IoT platforms (such as Rayven’s [IoT platform](https://www.rayven.io/iot-platform)<https://www.rayven.io/iot-platform>), and
- Integrations with other key business systems (such as ERP, SCADA, Data Lakes, and more).

IoT devices are the physical devices that collect and transmit data, such as sensors and cameras. Cloud-based IoT platforms are used to store and process the data collected by the IoT devices as well as via integration and other forms of data ingestion.

More advanced platforms also contain advanced analytics capabilities that are capable of analysing data and extracting valuable insights, as well as then using machine learning to deliver sophisticated predictive analytics, automation, and AI capabilities that enable you to optimise results in real-time.

### Businesses can use IoT solutions in a variety of ways to improve efficiency and gain a competitive edge.

Some of the most common use cases include:

- **Predictive maintenance: **IoT-enabled sensors can be used to monitor the performance and condition of equipment, and predict when maintenance is needed. This can help businesses reduce downtime and improve equipment efficiency.
- **Asset management: **IoT enables you to monitor assets not just to predict maintenance needs, but to also analyze performance, utilization, location, and much more. This enables businesses to do more with their assets and increase efficiency, increasing output and saving costs.
- **Yield and production enhancement: **IoT technology enables you to find monitor real-time production to identify problems, such as yield deficiency or quality problems, so that you can fix them before runs are lost, spot ways of increasing yields, uncover inefficiencies, identify best performing personnel, and much more.
- **Inventory management: **IoT devices can be used to track inventory levels in real-time, allowing businesses to quickly identify when stock is running low and replenish it before it runs out.
- **Smart buildings: **IoT solutions can be used to improve the energy efficiency of buildings by monitoring temperature, lighting, and occupancy levels. This can help businesses reduce energy costs and improve the comfort of their employees.
- **Supply chain management: **IoT solutions can be used to track the location and condition of goods in transit, allowing businesses to optimize logistics and improve customer service.
- **Remote monitoring:** IoT solutions can be used to monitor and control equipment and systems remotely, allowing businesses to improve efficiency and reduce costs.
- **Quality control: **IoT-enabled sensors can be used to monitor the quality of products and identify defects early on, allowing businesses to improve quality control and reduce costs.
- **Automation + AI:** IoT solutions can be used to automate repetitive and time-consuming tasks, freeing up employees to focus on more important work. Through the use of machine learning, this become a self-improving loop to enhance performance and leverage the power of AI.
- **Customer engagement:** IoT solutions can be used to provide personalized experiences to customers, such as personalized product recommendations and real-time assistance. This can help businesses improve customer loyalty and increase sales.
- **Smart cities: **IoT solutions can be used to improve the efficiency and sustainability of cities, by monitoring traffic, air quality, and waste management. This can help cities reduce congestion, improve air quality, and create a more sustainable environment for residents.
- **Predictive analytics:** IoT solutions can be used to analyze data from sensors and devices to predict future events, such as equipment failure or customer demand. This can help businesses proactively plan for potential issues and take advantage of new opportunities.
- **Cybersecurity: **IoT solutions can be used to improve cybersecurity by monitoring for potential threats, such as hacking attempts, and taking action to prevent them. This can help businesses protect their valuable data and resources.

There are many benefits to implementing an [IoT solution](https://www.rayven.io/iot-platform) for your business, such as improved efficiency, increased productivity, and cost savings. However, it is important to remember that an IoT solution is not (generally) one-size-fits-all, and may require investment in terms of time, money and resources to implement and maintain. Rayven’s [prebuilt IoT and Industry 4.0 solutions](https://www.rayven.io/prebuilt-iot-solutions) enable you to get around much of this by delivering to you the 80% of a solution that’s common to all, leaving you with only 20% to complete, which involves integrations, configuration and personalization; this saves huge amounts of time and development costs.

When selecting which IoT solution to invest in, it’s important to consider the security, scalability, and compatibility of the solution to ensure that it can meet the needs of your business now and in the future.

In addition to the technical aspects, it is important to consider the cultural and organisational changes that may be necessary to fully realise the benefits of an IoT solution. This may include changes in the way work is done, the roles of employees and the way decisions are made.

[Speak to us](https://www.rayven.io/contact) today to get some free advice and learn how to get stated with Industry 4.0 technologies and IoT solutions.

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

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### Explore further related content:

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

Blogs

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

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

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

Blogs

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

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

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

Blogs

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

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

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