---
title: "Cold Chain Fleet Management IoT solution: tracking supply chain"
description: Efficiently manage perishable goods with a Cold Chain Fleet Management IoT solution, ensuring on-time delivery and optimal temperature control.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Case%20Study%20Images/AdobeStock_302943937-1.jpg
---

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**Platform Overview**

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

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

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

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

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File Uploads

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

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AI Connectors

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

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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)

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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)

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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)

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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)

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Workflows + Triggers

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

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Control + Automation

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

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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)

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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)

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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)

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Conversational Analytics

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

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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=AVxigLLHU8S3rvGxwyaeHAOJpVXdNLNddQkehD3ZqRtifqpRFtu3ku62xhHsijYYCeD96pW3fhsF9RWRk6NyNNzgpHv%2BAHtdQWVW3p5D%2FdFOxZxh81uHJTVmPTMa2cINev3L3eG0vQ%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=AVxigLKERhEoEeEIkt9iIwJceGlpyaB5zhJHdqXNBxsbhLEiQ2scRwhq7FVOdebDiF2Unod8gChcNwjzTkMMp2Gk1Vhmd0rq%2FanKrfu%2BFCAAgCDFU5%2BB942l90GgyKBx%2FxyaGX8GWJ2V9sHR8NArY64r2JQQ5edcMfTp%2FiFlOquogBjNk3aBuHq8Gz60pOu4ol7ieZD2n%2BNyFPtFP4qg2ntHrA%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=AVxigLIuaBNQOR4MJwD2grfMLRwfmgyEmj5tsjPG064ee%2BieuThy%2Fp33W7Qs2G6qpNYf5QIb5tAcWyeWIv9t6JXATTIl%2FHaS3qm%2FfGse4rODbj34%2FED3HVyuzCDoyRqVIZEwgq3BsYConYLjlj%2Bpyp%2FkGLI66MfihjM4yEqblWGEUeTuXXNCd4KNHAP6niBFuDUnBfLGJ0XpY630zQ%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=AVxigLIWJZyoElRKrJdps%2FuFwOHtIT1CodpXSABvrGao0fUXOiiilfQ7kHrSoV8BFVzNW6LHzQqUMSw96XiDGrbFe1sgI8uNdw4TcNWUM1On5cF6QmpyL3%2FxQSgV%2FqZ0Y7wje%2B0kL5xAGB2IPuR5joSeHa7A2RHxjrHtHsB%2FJIb1qOAbYFbSxpurxoW%2FJaUT49HioAZEpBLXZON5qg%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=AVxigLKk3MPsvS5dk8KjTjiV6udlj8QW4vomfvyuZbEd7C3ytsJMul7IBa4zKgHwgWfsGptEKGF%2B90Cr%2Brwe1M9CDeAP9fXCWnBDLL2ZhT4MbbXh%2BI%2F7y9M9%2BkhVBJAEOu3AnkgLubM0425rUdqNwY%2FylBQ5UP%2B5odOKy0ZWpItSOAYBckvc01r4CfrqcnuMg4GfqI%2BCRFhEMwzpeorkL6rOvHI%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=AVxigLJClhazmfYEfZ3JrfM8jSfVu2F6lUcNuVkuqJjVlRuw0aYnNgl%2FXwlSkB%2F5ZrZHI4DzsC4J8VSwFUbP9Q3SYho3w9RQdLGXuGsx5OOi7d8cr0sdwoQ4f3YF7N5LAkePgHpuaKYnncIm4MVeQuO2dMMptCKLoNzHh3vzFjcY5OhnmVREvnY%2Fv1Gg%2F8wn3eBunPzEkQyiG7bmXAHVEpU%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=AVxigLKhDeuG0c7uojxVhGIqtFd9oN5xVyqaSqF5UZoX6gNQ4lpLL2gG9xp6HWSOZ9Lhvy4BU7yRCRGtGo%2FM4tg7XrGFFEisibt2pJ8xT%2BSq9ykWMS2JBZ1h4PV8tcdDqjImBTe%2B%2BRLNRe3n6JUr%2Fv4%2Bu4qE5e5%2FIECHPS4oP%2BSDHxF%2BWG0z8MSsGHhf1C4Ck7Ci%2F9dr1dF2btddI4pDCYWxmtgi9w%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=AVxigLL91yKIVWnMYuETd09AspL2QmBguhkOMm9GK5DY3hk0N6vnj14dze82XAcV%2BQAKp8BbMl8%2BayO6H%2BhnNswdxuv9Ek%2Beo81KuUarHRsftniCPxPSypRhdlXnFgILJjfzEIe2le9dF0i5Dcpli4FkKRRYm6aWotC6mmTZGfTt5CvhG0jOJAGIrX3O5R4cNks%2BOsNKrGO9IMtl4ot7rHOCAI2h6fY%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=AVxigLKW98k%2BGWBIwMl9As6vVC5%2FpY8chn8tadqfJTZpMAEMtwOGTGsT51pL2tm6A8xWvC5HGZr002Gx%2FTZtqi55dTg%2Bqh4nph5sa8QiStrEapBV5xasegwVCtKfg%2Brghn2UfYQx%2Fjb1zSZqkMu6h%2B%2BsJ1k58SGrhAk%2BtYo4cMHhQJjKnhqT7g9D%2BcKUp1%2FHvfgeMT5BE6rhihXILCQ3xK35yDc%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=AVxigLLfBZ0Jz5YvXMOuKMkfzFFmFyo5n2Gs%2FI58scVg7TgABhMhk6iJ%2BqpJorJm4%2BFNBHjg2VwUxIuf2DjfBzINfAIfTIpY9sf2W%2BbX2ehgYuk2%2B7NDM9a7PCZ%2BSJhlcyYuraG6x7F3pfbh7uwe3exDdGaUXSku%2Beh0MF8qac6Aee0S5tsvZouqOZ2MRWn18ZKvIbCmnCExxePfdtwbS%2F603g%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=AVxigLIQCDmW9HHAw6ifdsX%2BtahQlJQnn8EqebmW5yTcLk073O%2FTKXSNW0O7BwSIEQUos8wegt6kRy4h6M9T2OvM6Mle1kjBj4lagV0T0C73mkUJ4QaLh7SFtdcnDeuNMII%2FyKw%2Fx1xgzCDRxeCmgfMi74qUjOAVu1NcewMJasi513RhA4rUZCqHRV8VJhl2UiqrKxeNa98eQtrJ%2FCjxmJdJbJwzTaIb5og0CET2zd4xTq7Nlg%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=AVxigLL8%2BUQk9sjftBm%2Fxfv2HWAsucCyFd73Be06dEirUGmoMCj2urEpsRpaId%2Fxn07iQNzpH6D0gP74fmZH%2FNnfImmDwn701Yn6meCWTkXcbfNtiTPd6MtJjNtdcOhdkJIQ5W79aSnCSymRQK5XRgP2sOMy77PmpZno%2FxdTDgUlhmeMQPpX12GBvS9afz84Jn4zVl8OZs7a5xNhp68Bmqkee8Bo&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=AVxigLJ%2FU2%2BrnPiDZzHk%2FQN%2B6z6crgdgdcipCCq8ZM8r%2FnWQhHfSPTf7OmIfu6sXoBRQcPkmb7RUpdoZmC7vt8Q4x99b2HSzhaw81Gk4NNr2JTWUy1%2FurwLpu1V5%2B%2FgJG%2BojyHbQIVBGGC%2BX7jR1xwYYgCTOAOtMsOXcLCrfn39wPWixstwsLaQuDiHBApbxWQqLx9BXZ5kGha5NuYkKGWfHM5ObjQ%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=AVxigLK10esxmjhRDPw%2B%2BCuOlFESWw1Sl44HfbRskdPEZhBt3zKrW%2FZPudYjIiCuti1aDeqMBRlCSofKqG8tCH2wvRBKq2GhmTHopL9qDByitZU6Ud85YJLtiBszOD6MzAvanK4EVUIgm06DEKTk5nF5NC7pM8mrS1yHsyUxI3Eo1O2EkD8KgXS9qQ%2ByRQ%2BPttdtvLC%2BA2N2YjB6MRPHJNeYTL75aNMxUl0%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=AVxigLJkWe5Bie7banJI6icvktIOsH1mZTZQHjAdagZFofSCvBdBrjxjtgxQslo8Tn%2BjRFxiDDjhfhfXYLeESNX%2ByVWm%2BM%2FVkgFg%2BDDahODPETdo%2FFtmpkc%2F%2F%2BHslYOWMkCEABRX8QpGB6LeJ5bs4xaffINZhN6kZWZ0LKNBNqJPjfQdiU9sIiRshIZwaLYB10jtd4yHFSyU6irYwWdaz9B5apk%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=AVxigLJ0%2BJQ9NeydFH5%2FuKx5MOskUd72XKz%2BKXFrnAUslJMBtK3LBIMbTN6nTHSOqVOJa%2BLg7pDYJ1f6A9DBaRpGQTIYqvbs3rwATlE36srLaMqJGdt13SxZyrRAUaQbEcvEZs85W2E3JwuvhMdCy76QlR24mcojodzCXcpanU5%2BMCBzoMofRc8yuhSRVPZFk%2BMHm2NgPqO%2FKTYekyA%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=AVxigLKK6wGiJhVd2qUgjXy1nLpZ2OJjKEYApCrMvA%2F5TJxERyi4T%2F2SRXGJfsdi8pEbM2WliZXJPjfP0EDjLcY%2BBkrjoP2cAbsEd0NthHxOySs5PGaWDF2izu%2BgKJKQqgS8aqPd%2Fvln8NtnF%2BVsHP2W86Z6divpV449BrKS6n4zr9ZbVoCf%2BAntyuiLAVe9ZCYCnn0C2A%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=AVxigLK5IZWNQZaMluKfvmv8f3ZqCn2bpj9iUjrbAcznXEWorJId9Y%2Fvhd6lfabXrDIXa2ZEoxsEwjIWvqb1UijhcXfqt%2FI%2BetNABP1SAA7D9%2BHW0cCDgGvCaqBdmRIDg9kRPiv0cHhEjBfkxetVoT2pfJOOAJSrEPfEaoQVCULGo6PU5DpcHYMfjd5US3domCXLzTqO&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=AVxigLL0G8uZlAZfYhEovU1eHyabv8EbLL2YdMcwNfeaiqqdZZxjNqiMLYSG15%2F7OGfFEUPJhKGUcYBuNZBtBxTr6vVBuKgRBn1q1kwDe1FmE44z35xhRNCtr3eB45ku%2BF71esMvvb6ACTLdbrbuHx1F42%2BvHSU4PGRR1MFuaKcDLOYNNRO%2B4AQnS%2BWqUNlN8Cyj0MQUDoOKFhIUgA%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=AVxigLJ%2F4t80wFBpy3bkHeE4%2B1BQMPgLrhB1P1hlYuEATGjE%2FBIfr321xB%2FPzq76HiRxcaC1GRJeSqa6BDQ7ajWgRI4XgXY9Oti%2Fx2ZmAiZZ0um3JrIxilbQ8y5vLWSeZo4veP4%2BzCtCgcy10SwX0OGkKbm0hiDpRJdnHOdIjW34XhhkVBEh8a7Df4SQ4RK%2BOCpUxdY3vrDiBF88vJvGhG84wgHiJ6dyLwU%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=AVxigLJ1VY40XahLznGlVyQzUreWZJD%2FRveQBBy0UN7%2BtD2fYhkiIINzY290DljiphHy9RW58MNCp5ARWgoahxEj0zEOxE0gvqNwbY82OxTvUo4gRyNi0AjNZo2FR0Phns1rLpVCAIf6RDCiDsvtPTX6KAG9abxGVwOARxMi5KY2iLi6JXKsG9Vx6kZ99jQ53csITo0vd0wvHFR02UawsPFltf1VXLkbPjy0mDU%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=AVxigLLX7isoOOBgPS4J1k78d%2F%2FeZYPBSwZ51ehSpHnhHer4jXD%2BYKP%2F9%2BwZWgOfFkytjlJK%2B3Zf1amXgFL2FJR9UH8ykyfE4tOsF3vr4tsRd0eKmri33vJw%2BEsLkRXyb9H0kxgufPcIqUCn%2B3tXWPsWyc7t4dG9AYUEBaDs7zk7R7mU2oxiTVi2tcW0jF3td6o4gowyxyQnVf6oAVS4v2gPz8Ox7garxpY%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=AVxigLL0G8uZlAZfYhEovU1eHyabv8EbLL2YdMcwNfeaiqqdZZxjNqiMLYSG15%2F7OGfFEUPJhKGUcYBuNZBtBxTr6vVBuKgRBn1q1kwDe1FmE44z35xhRNCtr3eB45ku%2BF71esMvvb6ACTLdbrbuHx1F42%2BvHSU4PGRR1MFuaKcDLOYNNRO%2B4AQnS%2BWqUNlN8Cyj0MQUDoOKFhIUgA%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=AVxigLKa9c1ysw7GN%2F9oYhbKmBiIyWL7%2BU%2FrhsIoVnLP1tCTvRRixiFMINxDp861bvyfIsoyt%2BfIqo0gWNpR5LuDiSXDqW4e2mXQxwFldWoVN8kQDzZejzJGyhahYuxP7TFUlojOYxB2iCvEUGn6RR8NApDQ6UX52%2FH7ES4%2FTbYWLS%2BK3wO3cPB2s8eWBCg%2Bvdcu%2BRxzaIbHhUwezxQgWeo%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=AVxigLIVFuYjqobj72GlBMNK5KCezjnnkxG0R5qz%2FwlLPsaTEVnwk996058g%2F%2FYYx20oJn%2Fdko5NXgx78Ncg1uIdiolOhEkVAfK%2BTQldK3t84xUGFo3i%2Fgt8NBdWemYuxXNTp%2FeNWZA%2FyQ4xpIjfuGojVx843B2huSPmDXgl3dNbWIZVow%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=AVxigLJS%2BDU%2FntR9gJ4hw9eZvrhaWgAO9jctYrWThdfyDmwSPDgd3PzVG6MhYgqXIvBkjRxYEGjCm0dxuhfdWIweLMMdElqoa4MhP9T9kOGlLW%2BLkcuzUACZR5iaqXuUanrmjxjKysPjutF1oEWl3HRhYkay1%2F0c3ZzCUi6D8UzvbKID85AJBfmnrfU1UiKmIw%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=AVxigLJsFhuyfP1FSIQ1v1Owhh4vzaT8W%2BurCY2Z3gN6zA4H0dJHny21dLKggR9MRwU17ahQLIcdXUUs%2BW4bb5dMO2Bhgt85cnqq2SBey26HLzmsXgcvHJsaMr5TK7NrhwJ6%2FZlcxbGvmHdO20PlYWAUO3bpsD%2BzSoRtLr7laCu%2B&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=AVxigLLBuu6A%2FsrEftDAaEey0i%2BhLwOvMcUNbHv2Rko7WNrbBkuTl%2BoJBUzA1AnrixunIDQkFC4iAyJHgH7H2ldbdXIsg5utDjfw2sYYEpNbRMcw703bx0jNtbeYf%2Brv2Yqj0UynrRBHrQOtH5j70Q9aPWHX26XW0o9K6qjP68BnvyJkG6WLU82dSfRukQ%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=AVxigLLYnrFOMu7wf7PXNu2x3fAT5Os7S99ZmT31V7dwC4YcYX6L1tEE2bI67uJW%2BjQdtIfzyF6iRcrs1wTFThJ1oFO7znZ%2Fo8ZAtkfSp4DU5R8BUS0vWyDU7gXrm7DNdMHIp6CEHTwxIsddnkvTag6LKW2LUzS%2FnKpj0bHjnuFccz3%2FWvO5T6E26OEuJ9PX0wu89ZLg2Piinw%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=AVxigLKhlzialMUqTEHqgF3H0%2FwFbOffEXgXKfhzuRXTl7eaxRbbAYVXaUC11pJgpAfTUh0%2BtpIsz0lX07vw9QoPqE9xcvoE4j%2F8i6nxvsqykrLAPkTdpwNn4Z3ufHLT7VovG%2BlQgXx5hEyJhMtGmZqtgTrPEV%2BHyt5irqSb4TnzSwBVBVQYgtj1GRMhDw%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

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

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

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

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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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)

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

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Library

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Our Company

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

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

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

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

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[![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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLLpvS7I1hVBJcmkpUYXT3Vq2ep9A3j11XKfvF44k0rfKBfywdVLH7M7CCHi%2BDccbUcZ7vuMsY1G46UeUsug%2BRJT5S6HAMPMIRzMrrbRyBeCzXyuZq19SVYh5dBNnnNj6q2RIQ9VpR62e56StUO0tErHwu9MkMfP%2FVjdZOjSSsYRFpcuV8quXgruDuBetZqIGA%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=AVxigLLHU8S3rvGxwyaeHAOJpVXdNLNddQkehD3ZqRtifqpRFtu3ku62xhHsijYYCeD96pW3fhsF9RWRk6NyNNzgpHv%2BAHtdQWVW3p5D%2FdFOxZxh81uHJTVmPTMa2cINev3L3eG0vQ%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=AVxigLLHU8S3rvGxwyaeHAOJpVXdNLNddQkehD3ZqRtifqpRFtu3ku62xhHsijYYCeD96pW3fhsF9RWRk6NyNNzgpHv%2BAHtdQWVW3p5D%2FdFOxZxh81uHJTVmPTMa2cINev3L3eG0vQ%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=AVxigLKERhEoEeEIkt9iIwJceGlpyaB5zhJHdqXNBxsbhLEiQ2scRwhq7FVOdebDiF2Unod8gChcNwjzTkMMp2Gk1Vhmd0rq%2FanKrfu%2BFCAAgCDFU5%2BB942l90GgyKBx%2FxyaGX8GWJ2V9sHR8NArY64r2JQQ5edcMfTp%2FiFlOquogBjNk3aBuHq8Gz60pOu4ol7ieZD2n%2BNyFPtFP4qg2ntHrA%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=AVxigLIuaBNQOR4MJwD2grfMLRwfmgyEmj5tsjPG064ee%2BieuThy%2Fp33W7Qs2G6qpNYf5QIb5tAcWyeWIv9t6JXATTIl%2FHaS3qm%2FfGse4rODbj34%2FED3HVyuzCDoyRqVIZEwgq3BsYConYLjlj%2Bpyp%2FkGLI66MfihjM4yEqblWGEUeTuXXNCd4KNHAP6niBFuDUnBfLGJ0XpY630zQ%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=AVxigLIWJZyoElRKrJdps%2FuFwOHtIT1CodpXSABvrGao0fUXOiiilfQ7kHrSoV8BFVzNW6LHzQqUMSw96XiDGrbFe1sgI8uNdw4TcNWUM1On5cF6QmpyL3%2FxQSgV%2FqZ0Y7wje%2B0kL5xAGB2IPuR5joSeHa7A2RHxjrHtHsB%2FJIb1qOAbYFbSxpurxoW%2FJaUT49HioAZEpBLXZON5qg%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=AVxigLKk3MPsvS5dk8KjTjiV6udlj8QW4vomfvyuZbEd7C3ytsJMul7IBa4zKgHwgWfsGptEKGF%2B90Cr%2Brwe1M9CDeAP9fXCWnBDLL2ZhT4MbbXh%2BI%2F7y9M9%2BkhVBJAEOu3AnkgLubM0425rUdqNwY%2FylBQ5UP%2B5odOKy0ZWpItSOAYBckvc01r4CfrqcnuMg4GfqI%2BCRFhEMwzpeorkL6rOvHI%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=AVxigLJClhazmfYEfZ3JrfM8jSfVu2F6lUcNuVkuqJjVlRuw0aYnNgl%2FXwlSkB%2F5ZrZHI4DzsC4J8VSwFUbP9Q3SYho3w9RQdLGXuGsx5OOi7d8cr0sdwoQ4f3YF7N5LAkePgHpuaKYnncIm4MVeQuO2dMMptCKLoNzHh3vzFjcY5OhnmVREvnY%2Fv1Gg%2F8wn3eBunPzEkQyiG7bmXAHVEpU%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=AVxigLKhDeuG0c7uojxVhGIqtFd9oN5xVyqaSqF5UZoX6gNQ4lpLL2gG9xp6HWSOZ9Lhvy4BU7yRCRGtGo%2FM4tg7XrGFFEisibt2pJ8xT%2BSq9ykWMS2JBZ1h4PV8tcdDqjImBTe%2B%2BRLNRe3n6JUr%2Fv4%2Bu4qE5e5%2FIECHPS4oP%2BSDHxF%2BWG0z8MSsGHhf1C4Ck7Ci%2F9dr1dF2btddI4pDCYWxmtgi9w%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=AVxigLL91yKIVWnMYuETd09AspL2QmBguhkOMm9GK5DY3hk0N6vnj14dze82XAcV%2BQAKp8BbMl8%2BayO6H%2BhnNswdxuv9Ek%2Beo81KuUarHRsftniCPxPSypRhdlXnFgILJjfzEIe2le9dF0i5Dcpli4FkKRRYm6aWotC6mmTZGfTt5CvhG0jOJAGIrX3O5R4cNks%2BOsNKrGO9IMtl4ot7rHOCAI2h6fY%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=AVxigLKW98k%2BGWBIwMl9As6vVC5%2FpY8chn8tadqfJTZpMAEMtwOGTGsT51pL2tm6A8xWvC5HGZr002Gx%2FTZtqi55dTg%2Bqh4nph5sa8QiStrEapBV5xasegwVCtKfg%2Brghn2UfYQx%2Fjb1zSZqkMu6h%2B%2BsJ1k58SGrhAk%2BtYo4cMHhQJjKnhqT7g9D%2BcKUp1%2FHvfgeMT5BE6rhihXILCQ3xK35yDc%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=AVxigLLfBZ0Jz5YvXMOuKMkfzFFmFyo5n2Gs%2FI58scVg7TgABhMhk6iJ%2BqpJorJm4%2BFNBHjg2VwUxIuf2DjfBzINfAIfTIpY9sf2W%2BbX2ehgYuk2%2B7NDM9a7PCZ%2BSJhlcyYuraG6x7F3pfbh7uwe3exDdGaUXSku%2Beh0MF8qac6Aee0S5tsvZouqOZ2MRWn18ZKvIbCmnCExxePfdtwbS%2F603g%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=AVxigLIQCDmW9HHAw6ifdsX%2BtahQlJQnn8EqebmW5yTcLk073O%2FTKXSNW0O7BwSIEQUos8wegt6kRy4h6M9T2OvM6Mle1kjBj4lagV0T0C73mkUJ4QaLh7SFtdcnDeuNMII%2FyKw%2Fx1xgzCDRxeCmgfMi74qUjOAVu1NcewMJasi513RhA4rUZCqHRV8VJhl2UiqrKxeNa98eQtrJ%2FCjxmJdJbJwzTaIb5og0CET2zd4xTq7Nlg%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=AVxigLL8%2BUQk9sjftBm%2Fxfv2HWAsucCyFd73Be06dEirUGmoMCj2urEpsRpaId%2Fxn07iQNzpH6D0gP74fmZH%2FNnfImmDwn701Yn6meCWTkXcbfNtiTPd6MtJjNtdcOhdkJIQ5W79aSnCSymRQK5XRgP2sOMy77PmpZno%2FxdTDgUlhmeMQPpX12GBvS9afz84Jn4zVl8OZs7a5xNhp68Bmqkee8Bo&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=AVxigLJ%2FU2%2BrnPiDZzHk%2FQN%2B6z6crgdgdcipCCq8ZM8r%2FnWQhHfSPTf7OmIfu6sXoBRQcPkmb7RUpdoZmC7vt8Q4x99b2HSzhaw81Gk4NNr2JTWUy1%2FurwLpu1V5%2B%2FgJG%2BojyHbQIVBGGC%2BX7jR1xwYYgCTOAOtMsOXcLCrfn39wPWixstwsLaQuDiHBApbxWQqLx9BXZ5kGha5NuYkKGWfHM5ObjQ%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=AVxigLK10esxmjhRDPw%2B%2BCuOlFESWw1Sl44HfbRskdPEZhBt3zKrW%2FZPudYjIiCuti1aDeqMBRlCSofKqG8tCH2wvRBKq2GhmTHopL9qDByitZU6Ud85YJLtiBszOD6MzAvanK4EVUIgm06DEKTk5nF5NC7pM8mrS1yHsyUxI3Eo1O2EkD8KgXS9qQ%2ByRQ%2BPttdtvLC%2BA2N2YjB6MRPHJNeYTL75aNMxUl0%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=AVxigLJkWe5Bie7banJI6icvktIOsH1mZTZQHjAdagZFofSCvBdBrjxjtgxQslo8Tn%2BjRFxiDDjhfhfXYLeESNX%2ByVWm%2BM%2FVkgFg%2BDDahODPETdo%2FFtmpkc%2F%2F%2BHslYOWMkCEABRX8QpGB6LeJ5bs4xaffINZhN6kZWZ0LKNBNqJPjfQdiU9sIiRshIZwaLYB10jtd4yHFSyU6irYwWdaz9B5apk%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=AVxigLJ0%2BJQ9NeydFH5%2FuKx5MOskUd72XKz%2BKXFrnAUslJMBtK3LBIMbTN6nTHSOqVOJa%2BLg7pDYJ1f6A9DBaRpGQTIYqvbs3rwATlE36srLaMqJGdt13SxZyrRAUaQbEcvEZs85W2E3JwuvhMdCy76QlR24mcojodzCXcpanU5%2BMCBzoMofRc8yuhSRVPZFk%2BMHm2NgPqO%2FKTYekyA%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=AVxigLKK6wGiJhVd2qUgjXy1nLpZ2OJjKEYApCrMvA%2F5TJxERyi4T%2F2SRXGJfsdi8pEbM2WliZXJPjfP0EDjLcY%2BBkrjoP2cAbsEd0NthHxOySs5PGaWDF2izu%2BgKJKQqgS8aqPd%2Fvln8NtnF%2BVsHP2W86Z6divpV449BrKS6n4zr9ZbVoCf%2BAntyuiLAVe9ZCYCnn0C2A%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=AVxigLK5IZWNQZaMluKfvmv8f3ZqCn2bpj9iUjrbAcznXEWorJId9Y%2Fvhd6lfabXrDIXa2ZEoxsEwjIWvqb1UijhcXfqt%2FI%2BetNABP1SAA7D9%2BHW0cCDgGvCaqBdmRIDg9kRPiv0cHhEjBfkxetVoT2pfJOOAJSrEPfEaoQVCULGo6PU5DpcHYMfjd5US3domCXLzTqO&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=AVxigLL0G8uZlAZfYhEovU1eHyabv8EbLL2YdMcwNfeaiqqdZZxjNqiMLYSG15%2F7OGfFEUPJhKGUcYBuNZBtBxTr6vVBuKgRBn1q1kwDe1FmE44z35xhRNCtr3eB45ku%2BF71esMvvb6ACTLdbrbuHx1F42%2BvHSU4PGRR1MFuaKcDLOYNNRO%2B4AQnS%2BWqUNlN8Cyj0MQUDoOKFhIUgA%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=AVxigLJ%2F4t80wFBpy3bkHeE4%2B1BQMPgLrhB1P1hlYuEATGjE%2FBIfr321xB%2FPzq76HiRxcaC1GRJeSqa6BDQ7ajWgRI4XgXY9Oti%2Fx2ZmAiZZ0um3JrIxilbQ8y5vLWSeZo4veP4%2BzCtCgcy10SwX0OGkKbm0hiDpRJdnHOdIjW34XhhkVBEh8a7Df4SQ4RK%2BOCpUxdY3vrDiBF88vJvGhG84wgHiJ6dyLwU%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=AVxigLJ1VY40XahLznGlVyQzUreWZJD%2FRveQBBy0UN7%2BtD2fYhkiIINzY290DljiphHy9RW58MNCp5ARWgoahxEj0zEOxE0gvqNwbY82OxTvUo4gRyNi0AjNZo2FR0Phns1rLpVCAIf6RDCiDsvtPTX6KAG9abxGVwOARxMi5KY2iLi6JXKsG9Vx6kZ99jQ53csITo0vd0wvHFR02UawsPFltf1VXLkbPjy0mDU%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=AVxigLLX7isoOOBgPS4J1k78d%2F%2FeZYPBSwZ51ehSpHnhHer4jXD%2BYKP%2F9%2BwZWgOfFkytjlJK%2B3Zf1amXgFL2FJR9UH8ykyfE4tOsF3vr4tsRd0eKmri33vJw%2BEsLkRXyb9H0kxgufPcIqUCn%2B3tXWPsWyc7t4dG9AYUEBaDs7zk7R7mU2oxiTVi2tcW0jF3td6o4gowyxyQnVf6oAVS4v2gPz8Ox7garxpY%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=AVxigLL0G8uZlAZfYhEovU1eHyabv8EbLL2YdMcwNfeaiqqdZZxjNqiMLYSG15%2F7OGfFEUPJhKGUcYBuNZBtBxTr6vVBuKgRBn1q1kwDe1FmE44z35xhRNCtr3eB45ku%2BF71esMvvb6ACTLdbrbuHx1F42%2BvHSU4PGRR1MFuaKcDLOYNNRO%2B4AQnS%2BWqUNlN8Cyj0MQUDoOKFhIUgA%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=AVxigLKa9c1ysw7GN%2F9oYhbKmBiIyWL7%2BU%2FrhsIoVnLP1tCTvRRixiFMINxDp861bvyfIsoyt%2BfIqo0gWNpR5LuDiSXDqW4e2mXQxwFldWoVN8kQDzZejzJGyhahYuxP7TFUlojOYxB2iCvEUGn6RR8NApDQ6UX52%2FH7ES4%2FTbYWLS%2BK3wO3cPB2s8eWBCg%2Bvdcu%2BRxzaIbHhUwezxQgWeo%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=AVxigLIVFuYjqobj72GlBMNK5KCezjnnkxG0R5qz%2FwlLPsaTEVnwk996058g%2F%2FYYx20oJn%2Fdko5NXgx78Ncg1uIdiolOhEkVAfK%2BTQldK3t84xUGFo3i%2Fgt8NBdWemYuxXNTp%2FeNWZA%2FyQ4xpIjfuGojVx843B2huSPmDXgl3dNbWIZVow%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=AVxigLJS%2BDU%2FntR9gJ4hw9eZvrhaWgAO9jctYrWThdfyDmwSPDgd3PzVG6MhYgqXIvBkjRxYEGjCm0dxuhfdWIweLMMdElqoa4MhP9T9kOGlLW%2BLkcuzUACZR5iaqXuUanrmjxjKysPjutF1oEWl3HRhYkay1%2F0c3ZzCUi6D8UzvbKID85AJBfmnrfU1UiKmIw%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=AVxigLJsFhuyfP1FSIQ1v1Owhh4vzaT8W%2BurCY2Z3gN6zA4H0dJHny21dLKggR9MRwU17ahQLIcdXUUs%2BW4bb5dMO2Bhgt85cnqq2SBey26HLzmsXgcvHJsaMr5TK7NrhwJ6%2FZlcxbGvmHdO20PlYWAUO3bpsD%2BzSoRtLr7laCu%2B&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=AVxigLLBuu6A%2FsrEftDAaEey0i%2BhLwOvMcUNbHv2Rko7WNrbBkuTl%2BoJBUzA1AnrixunIDQkFC4iAyJHgH7H2ldbdXIsg5utDjfw2sYYEpNbRMcw703bx0jNtbeYf%2Brv2Yqj0UynrRBHrQOtH5j70Q9aPWHX26XW0o9K6qjP68BnvyJkG6WLU82dSfRukQ%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=AVxigLLYnrFOMu7wf7PXNu2x3fAT5Os7S99ZmT31V7dwC4YcYX6L1tEE2bI67uJW%2BjQdtIfzyF6iRcrs1wTFThJ1oFO7znZ%2Fo8ZAtkfSp4DU5R8BUS0vWyDU7gXrm7DNdMHIp6CEHTwxIsddnkvTag6LKW2LUzS%2FnKpj0bHjnuFccz3%2FWvO5T6E26OEuJ9PX0wu89ZLg2Piinw%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=AVxigLKhlzialMUqTEHqgF3H0%2FwFbOffEXgXKfhzuRXTl7eaxRbbAYVXaUC11pJgpAfTUh0%2BtpIsz0lX07vw9QoPqE9xcvoE4j%2F8i6nxvsqykrLAPkTdpwNn4Z3ufHLT7VovG%2BlQgXx5hEyJhMtGmZqtgTrPEV%2BHyt5irqSb4TnzSwBVBVQYgtj1GRMhDw%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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&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=AVxigLI%2FMIrfSpAFz7TQSEJ79NmveGqfyX7dho1hNaSGZdviO2Qxzz1vK3mjrutOkBnNdcmY5SAmrhqYgIyMyXemF0Fkn7Rj5BPPw7J%2B8fYq7Budwnn%2Fi%2FmkNKHL8wHYvduQTxrbZPvh6pcui7aHmKyGC6VKHMBAurh2rDU1CEbSxrtfYw%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=AVxigLJLe0YN%2BSUlP2cNdsjd0Ic9KqUdnF9e%2FHKPQ1lupNACr3Na7c%2Fi3lH5gUBxDncuzRrHBzTtanrVMH0KUFMrwNxP9hyV3j4UR%2BOlZR3Ml0iKLYKKepXPenLoiVVPUUrgOQ23%2FwFwW1Kat7M7InPLk%2BnbpNQ6AJlYf49qTk%2FiWpN7&webInteractiveContentId=185823046841&portalId=8302174)

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![Improving Supply Chain Performance](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_302943937-web1000.webp)

# Cold Chain Fleet Management IoT Solution: improve your supply chain and increase customer satisfaction through real-time DIFOT.

### **The problem.**

Our client is a cold chain logistics company that delivers perishable goods from farm to supermarket. This makes fast delivery, undamaged product, and ensuring that goods arrive at the correct temperature are important factors for their end-customers.

Traditional methods of customer service performance measurement include it being assessed on receipt or being measured after the fact (e.g. a temperature logger that shows an alert once already received), which can make it hard to know where your supply chain failed, especially if you don’t use ‘Sign on Glass’ to record delivery times or if the temperature is reported after delivery to the customer’s dock.

This is where Rayven’s Cold Chain Fleet Management IoT solution can help.

## How IoT can improve Delivery in full, on time (DIFOT) performance

### **The solution.**

To overcome the difficulties the cold chain logistics organization was having, we developed a Cold Chain Fleet Management IoT solution on our world-leading [Rayven Platform](https://www.rayven.io/iot-platform) to deliver continuous monitoring and provide real-time DIFOT; with *en route* temperature checks, as well as additional shock monitoring and time recording at point of delivery by pallet.

This provided insights into:

1. Product quality – continuous data on *en route* storage temperature and handling, available at any time during or after the delivery
2. Delivery timestamp and GPS verification
3. Route deviations and delays
4. Pallet management – pallets *en route*, by customer, by warehouse, or not heard from

Defining what data to collect is critical.**  
**In order to create this solution, we identified the data required to achieve these goals. For our Cold Chain Fleet Management IoT solution, it included:

1. CANbus truck performance data
2. Real-time location, temperature and shock data
3. Truck door status
4. Inventory and orders information
5. DC scheduled truck runs

Initial goals of the Cold Chain Fleet Management IoT solution.**  
**The first goal was to connect sensors via 4G to the Rayven cloud to collect the right data in a consistent and reliable manner. By ensuring data quality and integrity, we would then be able to provide the following features:

1. Monitoring of real-time data via a web-based and mobile system
2. Device management monitoring ion one location
3. Ability to define business logic so as to meet the client’s objectives
4. Provide alarm and alert notifications via email or SMS messages when there was communication downtime or when a temperature excursion occurred
5. Testing procedure for the application, making sure that all of the above goals are met based on the below solution architecture

 

![Supplychain Diagram](https://www.rayven.io/hs-fs/hubfs/Rayven_January2023/Images/supplychain-diagram.jpg?width=900&height=500&name=supplychain-diagram.jpg)

 

### **Before setting the solution live, we tested four critical aspects of the Cold Chain Fleet Management IoT solution:**

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

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

Connectivity.**  
**Data is transmitted directly to our servers over 4G using a secure MQTT connection. To ensure the system is always working even when data isn’t sent, a heartbeat was also implemented.

Data integrity.  
Once the devices started sending data, tests we carried out to ensure that it was being received both reliably and was able to be stored in the database.

Industrial data science.**  
**The objective of exploratory data analysis was to observe trends by driver, product, and customer. This would enable the organization to:

1. Examine transit duration
2. Compare temperature and damage by product, driver, and customer
3. Provide input to a DIFOT measure
4. Monitor turnaround times for pallets by warehouse, driver, and customer
5. Track pallet losses

### **What’s next?**

We are continuing to work with the organization and are building adding to functionality to be allow them to dynamically group and track shipments, enabling them to find broader trends and track performance in different ways across their entire fleet in real-time.

## Data sources used to deliver our Cold Chain Fleet Management IoT solution.

New and existing data was used to create the custom applications and business insights that come from our Cold Chain Fleet Management IoT solution.

![Data sources used to deliver our AI + IoT Supply Chain Performance solution.](https://www.rayven.io/hubfs/Rayven_January2023/Images/feature-2.png)

CANbus

Location Sensors

Accelerometer

Google Traffic

Temperature sensors

ERP

## Key features of our Cold Chain Fleet Management IoT solution.

Never miss your targets again.

##### Real-time DIFOT

Track in real-time where your orders are, whether they are delivered on time and at the right temperature. Identify where your weaknesses are in the supply chain

##### Alerts and notifications

Alert anyone in the supply chain, from suppliers, drivers, inventory managers, and customers about inventory location, delivery performance and quality management.

##### Device health management

Monitor in real-time the performance and location of all of the devices sending data to your solution, from location trackers to CANbus devices to ensure data will always be sending reliably.

##### Incident and issue management

Knowing that a vehicle is broken down or if a reefer is critical in cold-chain and can allow you to ‘leap-frog’ the failed delivery and still meet customer expectations.

##### Compliance monitoring

Maintain a verifiable and end-to-end log of every delivery with time-stamped data of vehicle, driver, location, temperature, etc. to ensure compliance.

##### Predictive maintenance

You can use continuous real-time monitoring of assets and compare it to historical data, enabling you to identify issues before they become failures.

![How IoT can improve DIFOT performance](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_196131517-web2000-wide2000.jpg "How IoT can improve DIFOT performance")

## Improved supply chain outcomes from our Cold Chain Fleet Management IoT solution.

##### ![Improved delivery performance](https://www.rayven.io/hubfs/Rayven_January2023/Images/supplier.png) Improved delivery performance

Understand where DIFOT failures occur and make targeted improvements. For example, are certain routes taking longer than expected?

##### ![Lower cost of operations](https://www.rayven.io/hubfs/Rayven_January2023/Images/save.png) Lower cost of operations

Reduce en route spoilage and damage by getting a better understanding of your equipment’s performance. For example, are particular assets failing to maintain temperature?

##### ![Improved customer satisfaction](https://www.rayven.io/hubfs/Rayven_January2023/Images/smile.png) Improved customer satisfaction

By using continuously measured DIFOT, you can make effective continuous improvements that your customers will see and appreciate.

##### ![Enhanced asset management](https://www.rayven.io/hubfs/Rayven_January2023/Images/order.png) Enhanced asset management

Pallet loss and pilfering is a major cost to supply chain operations. Know exactly where your pallets are and exactly where and when they are lost to better manage your pallet fleet.

##### ![Greater predictability](https://www.rayven.io/hubfs/Rayven_January2023/Images/Predict-thin.png) Greater predictability

A well managed DIFOT means greater predictability for you and your customer, reducing their risk and elevating your reputation.

##### ![Improved compliance](https://www.rayven.io/hubfs/certificate-1.png) Improved compliance

Food storage compliance is a key focus of both farmers and supermarket chains. With continuously monitored temperature, shock and location data, you have an auditable record of compliance.

## Did you know?

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