---
title: Retail Beauty Article 14-Jan-25 | Rayven
description: Learn how to enhance retail operations using QR codes effectively, integrating them with real-time data for better efficiency and customer engagement.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/2024/PR/Retail-Beauty-Leader.jpg
---

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Custom Integrations

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

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

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IoT Devices + Protocols

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

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Predictive AI / ML

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Rayven MCP

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Custom Form Builder

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

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QR Code Generator

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

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Conversational Analytics

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Hosting + Management

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

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White Labelling

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Deployment + Architecture

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

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Users, Roles + Access

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

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Usage + Metrics

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

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Enterprise Security

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

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Governance + Controls

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

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Audit Trails + Logs

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

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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=AVxigLIahNguro2Q0wQx4c6WnGlREQzr5%2BVTGSSUswzQ4gdTDcGAI0vsEMej%2FFZicyoIOU1v4JWcByNm0Cd7YyGLZj%2BN%2Bs1uyKvxv0RMYHBWpqXvTEUGQlFhQYotDsPW4sQHoiHfATe6iilkx%2FrzkwpoznHD1eGvhMjSteLIFwGLg%2B7UZdlRWj4jjJbjG8XDu%2BfQEi8wADMR82r8A%2F7gu7iiVA%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=AVxigLKw8WUuAdSmV0UKIMgHiOFf%2Fnd7Syx5CD4hoti3fX2f%2F3YhtKP%2FbMM10uH9tb2GJCoCX%2BLn6BBw5u38Ri%2BPI9sYhNfr%2F%2B0%2BTW2lCqsmC4fnvZzIK5BSas%2B%2FW%2BhNOJV8aKu8yRHDCleH%2Fo%2FQwHlfwblmDTwAJedXfhwjOYRuPxf2CSJsjOM3vEmggJkwi76%2BUP4zctF5ugxVSA%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=AVxigLItjRBqSx%2FmLIFqE9e30ySc0KDxmKSwPpwEmhW15k0KsP4kAhqwEWHA9OFIkJnPJ8XC9gyDEXuJZ1BSCSD1RHwwbLfJ5dcyKBEAMsQf9IJXHxWcNjHMP6no92ic30hZgu6VErvwY5LKBvM03Tx9yWBTI0LfOcaFagLf800oZXNSUjd0jtLFWCy6R9hNX6puubEEbfwHXflrBA%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=AVxigLJHM6YXTDoOKcjSxSx5WZsXPpWLm002Rr90zmFYpm9%2BzgRQahkKpN0mg1uYcNiJcRoFVchMfVxFnwnxJjVs6V%2FOos9CaA7YxeHb3H4ow40DeHBIykExS6SCbmMhaVkR%2BSiWC81a%2B%2BrZA7%2FQrfMkbyxqXeTMneKdZg9sYQ0yoB2LSnUbHAIg5%2FlSwqyIKDCSZx%2FlL3Am8ERZnAokm7ZzTtA%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=AVxigLLEMlFXAacTcUZTXDE%2F7vCu0%2FIaTF8%2F9SP0AZNaeFmjOEBQLqfAE9Uvo3ftT%2FiWHStMEKC9d3x91ktXGW1f7Y%2BRqOk%2FSEgg9O%2FH6mBAnUJSmGmVyG487aRFUkwXv5nVgtStypdGrxgTDwXB5%2FTULy9bS%2Bu574LhQTYfkIm8FEfinchdfHI6wx%2FGO2j%2FHDuCEWE0KMN2PaeHiwDRugA%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=AVxigLKhPXlK66PNkFR%2Fy6kvKwwMNlr9I1DLK0rgP0ucRJFuyJS3FkqcMkFDCHqGug9ns6OCC2bq9As4gg%2F3HvdlftVJi8XHxFAEX1kBQTMmqgRJCZkqPN1kKIkytTmq4Uk4%2BbFLe6HG%2FCjMn9G%2FM38%2FFeC7RAirW60gzBV3SrWNhrFYxr3t72MXZxQVYgAXLWXBupBTyMjpzT2bsD17XuD5RM%2BI%2FA%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=AVxigLLmLxudt%2B4Db2qCvA02sO5TvHo6Pn551Dk946aVz8bdKo%2BgGGSI1cyxDCcdZAmgQAWfWd9iHg9%2FU8%2BLgDiX8%2BIkI9gI%2F%2FuBOin6b%2Fy5V3TVR%2BnDnE72hOv9%2BqRvJ8MatdtQGetzqjeAepnHDyxTktPfrwiUSKnPr%2FVcLBcnQ8Bm5evKgT35hVSJlUAOxAnFzzhECXB548mEwG2V99LCY0LYaAw%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=AVxigLLLXohJb6syCQnEwjUXjNgBiZOl99FZM%2BNLy2U69P8uuGO6mLzdDX0qLML7porNtQDj%2Bhy4TgSwknsid%2FDkt%2B36JgsTRu6cjNk%2BxdHpPuJmqNsW%2FvgvUvhNaIsLG%2BYdTkAQ%2BGC2sGJqc8kBqH3KHHPYSVyp2XrjlS4DBnFR8UPE6rDvUNGABBmCr%2BDETBHeJj9k8obxOdkPiq2DhM2miJI%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=AVxigLJ%2BLNBzuBsY54cnRciAufy%2BylkqvjtXK%2FHGs%2FT0BVrByQs6lRkKu0RWK2DejVsuEEJZa6VMtyAJ4HPmXMBO0Ue%2FiN6dWS9uGUGgtgqyJqj7l%2BPsIOCEOFIy0NpPr%2Bur%2Bbp35huy1v3ZS15zN4jqtbolgy5%2FG1KlKpjMzSmg1kvkhHT%2BUHBT3CdV4fM1UhsR%2B2rkcANDiYcejYi8B%2FGeEQ%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=AVxigLL67DE%2FncvZo%2B9%2BqRmjnJXXUBsnVZGe0GvNgDr5NMitGjTByaBd1TlHKE2XDrTfEwHyGCJE2Ru3hgV01ZBUyqKl7sF%2BbNG66ssvgoDCpiToy31jb%2BaL3BF3NDnGSfgX51MTIV92zw%2BFJogBrsYVw%2Fg40pzs6dWCTZP9bFFpMqA1P8WYnwyipb2efPWCpRl6fTKwt1RV8idiVI9l%2FDKa5qOzkUq%2BlOvngDkZusPzyYJ4eA%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=AVxigLJ2B2tK2nV%2FhWzLRK0a8qVdZqNb%2Byka%2BL6RS5sDdp3%2B8FsuyCPNhC2p0Oe6G9zIFrIE5ziBADNltxvfVpZsmE3ATWNTuMguwxwfeq9mLUDIe33WuLfXMKlZPN3d4%2BBLJmK0%2BDjsoLCHtxoCzSd70v4OUPojQGkwzV9Bu3upbDFUrDobiVj7yQt6cyXiLunCxL9r46fPHLkGNNlh%2FXJTqOLp&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=AVxigLLDigC4OP%2Fv73TCzylQopjUEF7EA549eVmGAQQP0%2FgzcYWVxZTUH7A328gabw4NlgvzshtP4ey4IPXYXY8ull394p17nCCyfFidtPq4Fy3pAgbudO%2BRScf%2BeVimMhZl1HUwQmLtJx2gf2GpO25RZ%2BNO1tkdUvEMCrw7BsPlRmkFonScYw5Q32durXFPoLeYWtoJ0PSZ%2FgQB%2B%2BYXPGuSSQ%2BBJA%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=AVxigLKf8uBLJtypH9adBE1eONN4HBAdSpoIexmZ8WM0sbKIuwk5%2FP9s9ZBmOtSsh7%2B%2FU6NgaF4y6vDzWyJil5qumF9pfrF6Buu46oii38e1aKYJkC7G7krsLFjpF3KMHe5y3VmFH%2FH5%2FsZuDexi9E6gVTtEilrszPQX%2BZ7Be1NLv130YH95mPlslc%2BoNjtAjOuEPGqxTluP644Qf7y435ULjc2b95HtLFQ%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=AVxigLKGVEY4wIqTvb0jlkr5AgM8Xku%2BKYqbtUdJQ76mrodkz%2BifB4JhW6gyN%2BJwnpcz5QRnr0AsDNPH05cS8TKL8ylu37lEVhhK5XSdIYZbLhWT7CrwrRjvTbXggVPyVcfriZx%2FG6dh3V9Bue%2Bf8CEADrjdcsEKfkwLgfYDHi4PuCa8n8dznS4wslYupHCr4sJ7OJ%2FLsd1cK44QJD1gT5Bromg%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=AVxigLJWvQg028YGM2rzCiQnsPdSInTuWXHhOrRl6iO6vsbdL4Aay7QlgS9UNThAmQMq7WxQIWXu8LiBB4Mq7JrFsj2omY7mE229R1%2FVwsvW78YY5T1Wqz8Qq4K5zsjj9QyTYDCh5oWwYFmy8mjYNYsor82gPrlCPlwKl88cD%2FXvNor6ujIvEnKKaumz6aOLAq0FsqxIgCPi8Hm4Bds%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=AVxigLI8ztRqG37qfUBWxyUyNMEubo%2B8U3pOTBiP0Gon250FKv%2F4DIqSEyJXCIfRhELR7UFjD7q0XFW1KTVEjWxk1YXcR6uOYfVeIm4EA9aCABFOWrQiQrfFRWe6e3qI0sSG%2Fuci9tgeOVYj1C7F5VfB4yK%2B5SbGkVcu6Ks1dtLyEEIC95oQNoDmxXBS1fFdF%2BvSACaH1A%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=AVxigLJXbfL7afCmmqqWSGY6HhCVxOHYyBE3Lvc5HWMh%2B%2BE9cgYiuEqulBW4JSW5XDprXzjPZRwL4rR74gNgQOy2muQJfDoyKZDIglfTRFRzrHsReyDpF8gUKmInLcIDB1Szjs0jw%2F4TfChVAbqh%2FngBHvJ81VgpKhcjnKbh7gVHppIPgDzohMFQ8kLvbf%2Bia84LFYmh&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=AVxigLLopM4l31qZZ4dU7NYokySmDJyAqNWXF5Arxx8isQwQwR0SZ%2Fc0JCGVSNB8SxB0ukeOT%2BAt%2BzNKpDktkuoA4OIJFBSvPDbtLI6%2FAzk1J5juv%2FphYfjVJXVhkS03wIK9jb2jEThWnAfb5KiP9HAcEnZ0IqJYPZV8eV4E2RUyGpQyWht1TuZPDlKaOQwbVYERipf0mfZSI15xGQ%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=AVxigLKVfCzE2CVMcd1Up1lSgokOVALXA0Hil5dGVgUu6NEVtu5u0iVGmbCgqbHKQd9komYq6o%2Bq5bLemGdzoGM7LBjM%2BQ7cohiGBBld6IkPukuqf8UWDoFQ3EdvwCdodpVLpazD8O8mnNDXnnqH5TlKKdfJwywkYWec8i7yaRxxqRYvaikd8xfIVwoI3ANtuAw3RA5%2BsLEv2RhmoQv%2FkUEEH1hyFTOwgMc%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=AVxigLJ0mQFn5aAPkPv580WKqsCYM2qEycLLrP4arKq9klDCa9%2BtjfA7%2Bbruy804NQmwvaykOwnbW1FGu7155mPF8lIvTTWhcslBjWna%2B3h2508tYPY9e8sotwHK1SRPkDovFkVaV036bB3p79SCrZBWi5USxTn4%2F7uoAFTLb7i7tI0Ew2LqmHVQ2L7qpG4B5U9t8gPpFA3uvLBZ3pMH5d4JD4coU3F6UwX1P04%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=AVxigLIB2yiOvV%2FEBimsGCsaIzszYBCPxwL4obBu1E5MhSdA50Vh93NxMdqVESqAzScnHM6C2kZX%2BqtMmYQ5mgQVNAhVlpn7dI4tClbzFVSOsIO9Mgi%2BkHb5ofOwWjrvwJ2Y0jCdbYumSzZlTk2epV1RtECVM%2FqeR1GNhOtMeJRfXsYi63np92WIEYg6eNUdQ2PNub%2ByHQXZaZ9FFG0m4ecIi%2BWhWUlWYe0%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=AVxigLLopM4l31qZZ4dU7NYokySmDJyAqNWXF5Arxx8isQwQwR0SZ%2Fc0JCGVSNB8SxB0ukeOT%2BAt%2BzNKpDktkuoA4OIJFBSvPDbtLI6%2FAzk1J5juv%2FphYfjVJXVhkS03wIK9jb2jEThWnAfb5KiP9HAcEnZ0IqJYPZV8eV4E2RUyGpQyWht1TuZPDlKaOQwbVYERipf0mfZSI15xGQ%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=AVxigLLosLkjtznWMUbM%2BSlaUio2gTQa5Kk%2F99oxHWES%2FkOQeJctox5jsiivzlBwXEPU4EDMzQLMoHPl4fBG%2FfojIBz0Y7xfNZ6wesUSVXOirEoiJ3QBm%2FsKgsf9FJ5ZB0KbDBg6UMKCMvkztJpzPHvxk21vXJtnv5ai49IADBKr8jHS4EkkaowCwQ4nZunfJhv17qE5CP6RmFDLC6NorRw%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=AVxigLK83rgxspGR%2FtAmOPkZ3qeJ%2F83fmgt9BSadKfDUcub6QIhdkuoNR2MuVwyTOiAX%2FW7EgxiAtvacQhvffW1FKLtOA8H1yZnFkW6M3KcKjIIyKm0gGKO%2BwzgSx5Kk5qx79s7UrNZoaMNhKGX7um1%2FnBnC%2Fut%2BmDhLH1JndLpscm%2FnfA%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=AVxigLKhRJSxMbZaseZ4jtj7qpEgnI414U3OL7%2Bw6fNqfVzNKgrx9VLgdUs9HeZUZwgDjDkuxxktzGUCqHCfBUAm2B5UPoSC1OA1t0PrvWbbnAVPqmDQ1xdv9mf47uvgHvSE1PJlGuCwM481Sgybamgwe%2FUzfkfPIvKAe8eaJkEK3v076BiEBYUcjKvK2lhaFg%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=AVxigLKNxodZl7dXHYL0dehkeqWp6ZlMtN4it0jJsqh96f0nObd%2FZo31NEpbKXJi1pxXtOXwtiJxHsodV63RYacMnf%2FVCnmzvNgZgMdrvZw06efDybR%2FmoUn9SmRMzX88a4f0Odbup2G8Q4t%2BvjOcj3pUJ1tXOrL1W4OaIGRXOzD&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=AVxigLKLtIgJJ%2FcEL%2FmpS%2FCZW1C%2BaFKff8XjI9sMGc2PPLa0Bz1igkSHUEIXpz0%2FapZOZDzGNnt9r2wkdv%2FiBvx%2Fu5ZOKzY1doJGXOKbJrVr93S57GE5pXVuu%2B%2B9f%2FPUFez%2BrKYg%2BJDGNsXoq4wCAc98iEZZTdbdPtj28DxT74roEtCi2AtZWJlz%2Fl376A%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=AVxigLISC0QbHDWnpCOi%2FkkZ7G8yET3QzwULMHqLESy%2BI8UkZ0sSAAjzgcfi%2BRubDctfe7TNJVbDd8ifZPSW0Pbsc%2Bgk0svgGioAxGlOz5eFCN19yXKu4jNLn6PsV3O4JqKdgsqTaEjEFcEAlEza4y0HkJwL89rvUkW0kU1Qc0j6sgpmIEZYthSL8cDfjZ%2FAhhsCFy786qUSKA%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=AVxigLJKcjURdR4VMKHhcvrnfxbfIlYzQPE2JsDdCwLMvu5bUq%2FGpd0w0FgKJoFv10JAlMq7H1Yygrg2bzTCpJagmulY9Vw0%2BKSnogVyeRl72t%2BG9hzbohrgpYbRmA%2FtC9X%2F%2FTreyoZP1c%2FSj7PIg9LBIa4CgH6kh4gwqgBUbdKA79BDh3XEiN0KI5DjWg%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

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We Partner With

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Library

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Our Company

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

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[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKgiR8RLisvpo2Of4qdt7v1WU4L6oqUJaU4WGwA%2BUwfM7W0Ro7yzq21e8j1F%2FmUaOJVNa4gXJuL6Z3ohEDIr2hXABxdtmWiOEP9MrtVkNQ67GCL%2FxEN3SznjtMNgO6GJ5nOurRSE8Ti2xQWxvYy67zlzezXDOWpFBb0xSphxlqA3SVbw%2BTHPFJDNQ%2BKnt2gyg%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=AVxigLKD8cyvIKXL7ht2KJYe2vaxmIULEgLfZFDPTxEQE47ZCgSoq4DpMY0BYMo%2Bdo7aMbqYu9B1Evvhnfy7gIjt06pbdS%2FA4WtReWM1YzHbvVohcxcGBRb2uwiWr3Wghon%2FA2IduA%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=AVxigLKD8cyvIKXL7ht2KJYe2vaxmIULEgLfZFDPTxEQE47ZCgSoq4DpMY0BYMo%2Bdo7aMbqYu9B1Evvhnfy7gIjt06pbdS%2FA4WtReWM1YzHbvVohcxcGBRb2uwiWr3Wghon%2FA2IduA%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=AVxigLIahNguro2Q0wQx4c6WnGlREQzr5%2BVTGSSUswzQ4gdTDcGAI0vsEMej%2FFZicyoIOU1v4JWcByNm0Cd7YyGLZj%2BN%2Bs1uyKvxv0RMYHBWpqXvTEUGQlFhQYotDsPW4sQHoiHfATe6iilkx%2FrzkwpoznHD1eGvhMjSteLIFwGLg%2B7UZdlRWj4jjJbjG8XDu%2BfQEi8wADMR82r8A%2F7gu7iiVA%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=AVxigLKw8WUuAdSmV0UKIMgHiOFf%2Fnd7Syx5CD4hoti3fX2f%2F3YhtKP%2FbMM10uH9tb2GJCoCX%2BLn6BBw5u38Ri%2BPI9sYhNfr%2F%2B0%2BTW2lCqsmC4fnvZzIK5BSas%2B%2FW%2BhNOJV8aKu8yRHDCleH%2Fo%2FQwHlfwblmDTwAJedXfhwjOYRuPxf2CSJsjOM3vEmggJkwi76%2BUP4zctF5ugxVSA%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=AVxigLItjRBqSx%2FmLIFqE9e30ySc0KDxmKSwPpwEmhW15k0KsP4kAhqwEWHA9OFIkJnPJ8XC9gyDEXuJZ1BSCSD1RHwwbLfJ5dcyKBEAMsQf9IJXHxWcNjHMP6no92ic30hZgu6VErvwY5LKBvM03Tx9yWBTI0LfOcaFagLf800oZXNSUjd0jtLFWCy6R9hNX6puubEEbfwHXflrBA%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=AVxigLJHM6YXTDoOKcjSxSx5WZsXPpWLm002Rr90zmFYpm9%2BzgRQahkKpN0mg1uYcNiJcRoFVchMfVxFnwnxJjVs6V%2FOos9CaA7YxeHb3H4ow40DeHBIykExS6SCbmMhaVkR%2BSiWC81a%2B%2BrZA7%2FQrfMkbyxqXeTMneKdZg9sYQ0yoB2LSnUbHAIg5%2FlSwqyIKDCSZx%2FlL3Am8ERZnAokm7ZzTtA%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=AVxigLLEMlFXAacTcUZTXDE%2F7vCu0%2FIaTF8%2F9SP0AZNaeFmjOEBQLqfAE9Uvo3ftT%2FiWHStMEKC9d3x91ktXGW1f7Y%2BRqOk%2FSEgg9O%2FH6mBAnUJSmGmVyG487aRFUkwXv5nVgtStypdGrxgTDwXB5%2FTULy9bS%2Bu574LhQTYfkIm8FEfinchdfHI6wx%2FGO2j%2FHDuCEWE0KMN2PaeHiwDRugA%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=AVxigLKhPXlK66PNkFR%2Fy6kvKwwMNlr9I1DLK0rgP0ucRJFuyJS3FkqcMkFDCHqGug9ns6OCC2bq9As4gg%2F3HvdlftVJi8XHxFAEX1kBQTMmqgRJCZkqPN1kKIkytTmq4Uk4%2BbFLe6HG%2FCjMn9G%2FM38%2FFeC7RAirW60gzBV3SrWNhrFYxr3t72MXZxQVYgAXLWXBupBTyMjpzT2bsD17XuD5RM%2BI%2FA%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=AVxigLLmLxudt%2B4Db2qCvA02sO5TvHo6Pn551Dk946aVz8bdKo%2BgGGSI1cyxDCcdZAmgQAWfWd9iHg9%2FU8%2BLgDiX8%2BIkI9gI%2F%2FuBOin6b%2Fy5V3TVR%2BnDnE72hOv9%2BqRvJ8MatdtQGetzqjeAepnHDyxTktPfrwiUSKnPr%2FVcLBcnQ8Bm5evKgT35hVSJlUAOxAnFzzhECXB548mEwG2V99LCY0LYaAw%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=AVxigLLLXohJb6syCQnEwjUXjNgBiZOl99FZM%2BNLy2U69P8uuGO6mLzdDX0qLML7porNtQDj%2Bhy4TgSwknsid%2FDkt%2B36JgsTRu6cjNk%2BxdHpPuJmqNsW%2FvgvUvhNaIsLG%2BYdTkAQ%2BGC2sGJqc8kBqH3KHHPYSVyp2XrjlS4DBnFR8UPE6rDvUNGABBmCr%2BDETBHeJj9k8obxOdkPiq2DhM2miJI%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=AVxigLJ%2BLNBzuBsY54cnRciAufy%2BylkqvjtXK%2FHGs%2FT0BVrByQs6lRkKu0RWK2DejVsuEEJZa6VMtyAJ4HPmXMBO0Ue%2FiN6dWS9uGUGgtgqyJqj7l%2BPsIOCEOFIy0NpPr%2Bur%2Bbp35huy1v3ZS15zN4jqtbolgy5%2FG1KlKpjMzSmg1kvkhHT%2BUHBT3CdV4fM1UhsR%2B2rkcANDiYcejYi8B%2FGeEQ%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=AVxigLL67DE%2FncvZo%2B9%2BqRmjnJXXUBsnVZGe0GvNgDr5NMitGjTByaBd1TlHKE2XDrTfEwHyGCJE2Ru3hgV01ZBUyqKl7sF%2BbNG66ssvgoDCpiToy31jb%2BaL3BF3NDnGSfgX51MTIV92zw%2BFJogBrsYVw%2Fg40pzs6dWCTZP9bFFpMqA1P8WYnwyipb2efPWCpRl6fTKwt1RV8idiVI9l%2FDKa5qOzkUq%2BlOvngDkZusPzyYJ4eA%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=AVxigLJ2B2tK2nV%2FhWzLRK0a8qVdZqNb%2Byka%2BL6RS5sDdp3%2B8FsuyCPNhC2p0Oe6G9zIFrIE5ziBADNltxvfVpZsmE3ATWNTuMguwxwfeq9mLUDIe33WuLfXMKlZPN3d4%2BBLJmK0%2BDjsoLCHtxoCzSd70v4OUPojQGkwzV9Bu3upbDFUrDobiVj7yQt6cyXiLunCxL9r46fPHLkGNNlh%2FXJTqOLp&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=AVxigLLDigC4OP%2Fv73TCzylQopjUEF7EA549eVmGAQQP0%2FgzcYWVxZTUH7A328gabw4NlgvzshtP4ey4IPXYXY8ull394p17nCCyfFidtPq4Fy3pAgbudO%2BRScf%2BeVimMhZl1HUwQmLtJx2gf2GpO25RZ%2BNO1tkdUvEMCrw7BsPlRmkFonScYw5Q32durXFPoLeYWtoJ0PSZ%2FgQB%2B%2BYXPGuSSQ%2BBJA%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=AVxigLKf8uBLJtypH9adBE1eONN4HBAdSpoIexmZ8WM0sbKIuwk5%2FP9s9ZBmOtSsh7%2B%2FU6NgaF4y6vDzWyJil5qumF9pfrF6Buu46oii38e1aKYJkC7G7krsLFjpF3KMHe5y3VmFH%2FH5%2FsZuDexi9E6gVTtEilrszPQX%2BZ7Be1NLv130YH95mPlslc%2BoNjtAjOuEPGqxTluP644Qf7y435ULjc2b95HtLFQ%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=AVxigLKGVEY4wIqTvb0jlkr5AgM8Xku%2BKYqbtUdJQ76mrodkz%2BifB4JhW6gyN%2BJwnpcz5QRnr0AsDNPH05cS8TKL8ylu37lEVhhK5XSdIYZbLhWT7CrwrRjvTbXggVPyVcfriZx%2FG6dh3V9Bue%2Bf8CEADrjdcsEKfkwLgfYDHi4PuCa8n8dznS4wslYupHCr4sJ7OJ%2FLsd1cK44QJD1gT5Bromg%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=AVxigLJWvQg028YGM2rzCiQnsPdSInTuWXHhOrRl6iO6vsbdL4Aay7QlgS9UNThAmQMq7WxQIWXu8LiBB4Mq7JrFsj2omY7mE229R1%2FVwsvW78YY5T1Wqz8Qq4K5zsjj9QyTYDCh5oWwYFmy8mjYNYsor82gPrlCPlwKl88cD%2FXvNor6ujIvEnKKaumz6aOLAq0FsqxIgCPi8Hm4Bds%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=AVxigLI8ztRqG37qfUBWxyUyNMEubo%2B8U3pOTBiP0Gon250FKv%2F4DIqSEyJXCIfRhELR7UFjD7q0XFW1KTVEjWxk1YXcR6uOYfVeIm4EA9aCABFOWrQiQrfFRWe6e3qI0sSG%2Fuci9tgeOVYj1C7F5VfB4yK%2B5SbGkVcu6Ks1dtLyEEIC95oQNoDmxXBS1fFdF%2BvSACaH1A%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=AVxigLJXbfL7afCmmqqWSGY6HhCVxOHYyBE3Lvc5HWMh%2B%2BE9cgYiuEqulBW4JSW5XDprXzjPZRwL4rR74gNgQOy2muQJfDoyKZDIglfTRFRzrHsReyDpF8gUKmInLcIDB1Szjs0jw%2F4TfChVAbqh%2FngBHvJ81VgpKhcjnKbh7gVHppIPgDzohMFQ8kLvbf%2Bia84LFYmh&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=AVxigLLopM4l31qZZ4dU7NYokySmDJyAqNWXF5Arxx8isQwQwR0SZ%2Fc0JCGVSNB8SxB0ukeOT%2BAt%2BzNKpDktkuoA4OIJFBSvPDbtLI6%2FAzk1J5juv%2FphYfjVJXVhkS03wIK9jb2jEThWnAfb5KiP9HAcEnZ0IqJYPZV8eV4E2RUyGpQyWht1TuZPDlKaOQwbVYERipf0mfZSI15xGQ%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=AVxigLKVfCzE2CVMcd1Up1lSgokOVALXA0Hil5dGVgUu6NEVtu5u0iVGmbCgqbHKQd9komYq6o%2Bq5bLemGdzoGM7LBjM%2BQ7cohiGBBld6IkPukuqf8UWDoFQ3EdvwCdodpVLpazD8O8mnNDXnnqH5TlKKdfJwywkYWec8i7yaRxxqRYvaikd8xfIVwoI3ANtuAw3RA5%2BsLEv2RhmoQv%2FkUEEH1hyFTOwgMc%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=AVxigLJ0mQFn5aAPkPv580WKqsCYM2qEycLLrP4arKq9klDCa9%2BtjfA7%2Bbruy804NQmwvaykOwnbW1FGu7155mPF8lIvTTWhcslBjWna%2B3h2508tYPY9e8sotwHK1SRPkDovFkVaV036bB3p79SCrZBWi5USxTn4%2F7uoAFTLb7i7tI0Ew2LqmHVQ2L7qpG4B5U9t8gPpFA3uvLBZ3pMH5d4JD4coU3F6UwX1P04%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=AVxigLIB2yiOvV%2FEBimsGCsaIzszYBCPxwL4obBu1E5MhSdA50Vh93NxMdqVESqAzScnHM6C2kZX%2BqtMmYQ5mgQVNAhVlpn7dI4tClbzFVSOsIO9Mgi%2BkHb5ofOwWjrvwJ2Y0jCdbYumSzZlTk2epV1RtECVM%2FqeR1GNhOtMeJRfXsYi63np92WIEYg6eNUdQ2PNub%2ByHQXZaZ9FFG0m4ecIi%2BWhWUlWYe0%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=AVxigLLopM4l31qZZ4dU7NYokySmDJyAqNWXF5Arxx8isQwQwR0SZ%2Fc0JCGVSNB8SxB0ukeOT%2BAt%2BzNKpDktkuoA4OIJFBSvPDbtLI6%2FAzk1J5juv%2FphYfjVJXVhkS03wIK9jb2jEThWnAfb5KiP9HAcEnZ0IqJYPZV8eV4E2RUyGpQyWht1TuZPDlKaOQwbVYERipf0mfZSI15xGQ%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=AVxigLLosLkjtznWMUbM%2BSlaUio2gTQa5Kk%2F99oxHWES%2FkOQeJctox5jsiivzlBwXEPU4EDMzQLMoHPl4fBG%2FfojIBz0Y7xfNZ6wesUSVXOirEoiJ3QBm%2FsKgsf9FJ5ZB0KbDBg6UMKCMvkztJpzPHvxk21vXJtnv5ai49IADBKr8jHS4EkkaowCwQ4nZunfJhv17qE5CP6RmFDLC6NorRw%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=AVxigLK83rgxspGR%2FtAmOPkZ3qeJ%2F83fmgt9BSadKfDUcub6QIhdkuoNR2MuVwyTOiAX%2FW7EgxiAtvacQhvffW1FKLtOA8H1yZnFkW6M3KcKjIIyKm0gGKO%2BwzgSx5Kk5qx79s7UrNZoaMNhKGX7um1%2FnBnC%2Fut%2BmDhLH1JndLpscm%2FnfA%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=AVxigLKhRJSxMbZaseZ4jtj7qpEgnI414U3OL7%2Bw6fNqfVzNKgrx9VLgdUs9HeZUZwgDjDkuxxktzGUCqHCfBUAm2B5UPoSC1OA1t0PrvWbbnAVPqmDQ1xdv9mf47uvgHvSE1PJlGuCwM481Sgybamgwe%2FUzfkfPIvKAe8eaJkEK3v076BiEBYUcjKvK2lhaFg%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=AVxigLKNxodZl7dXHYL0dehkeqWp6ZlMtN4it0jJsqh96f0nObd%2FZo31NEpbKXJi1pxXtOXwtiJxHsodV63RYacMnf%2FVCnmzvNgZgMdrvZw06efDybR%2FmoUn9SmRMzX88a4f0Odbup2G8Q4t%2BvjOcj3pUJ1tXOrL1W4OaIGRXOzD&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=AVxigLKLtIgJJ%2FcEL%2FmpS%2FCZW1C%2BaFKff8XjI9sMGc2PPLa0Bz1igkSHUEIXpz0%2FapZOZDzGNnt9r2wkdv%2FiBvx%2Fu5ZOKzY1doJGXOKbJrVr93S57GE5pXVuu%2B%2B9f%2FPUFez%2BrKYg%2BJDGNsXoq4wCAc98iEZZTdbdPtj28DxT74roEtCi2AtZWJlz%2Fl376A%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=AVxigLISC0QbHDWnpCOi%2FkkZ7G8yET3QzwULMHqLESy%2BI8UkZ0sSAAjzgcfi%2BRubDctfe7TNJVbDd8ifZPSW0Pbsc%2Bgk0svgGioAxGlOz5eFCN19yXKu4jNLn6PsV3O4JqKdgsqTaEjEFcEAlEza4y0HkJwL89rvUkW0kU1Qc0j6sgpmIEZYthSL8cDfjZ%2FAhhsCFy786qUSKA%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=AVxigLJKcjURdR4VMKHhcvrnfxbfIlYzQPE2JsDdCwLMvu5bUq%2FGpd0w0FgKJoFv10JAlMq7H1Yygrg2bzTCpJagmulY9Vw0%2BKSnogVyeRl72t%2BG9hzbohrgpYbRmA%2FtC9X%2F%2FTreyoZP1c%2FSj7PIg9LBIa4CgH6kh4gwqgBUbdKA79BDh3XEiN0KI5DjWg%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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLIE3aYzMc4jss9atBRMc2f7I9TH4dG%2FfJxQymjfDrxJ8gKLaAUZYQtD5XaPSzcE0B0Q%2B6eTwaxFCGPp7UL0Ik8yy265UN3rHZ6pf1TQJDjCQpuMFbkwIiEthOlMYG74nTygGjKEzjlNnnr1KUWHadvGSIY%2BaW8GTdN5fBw8y32kfw%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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&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=AVxigLL1nz8%2Ft8TAqJYs5l9aEdodgIMQx%2FjGeP%2BlIJiAA7KsgZsHnJm7KHA8FmIuBXsQoVy0QNlkrT6%2FL3R21cGAe3nUXo6qotgAuwtQzGIFgV84XRMQtXaOfvyscfL0BjsEPl5hfcLzs66LKEdosyCm3JSLnGxyiirETQbLQ0qrMCoE&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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Media Coverage

# Retail Beauty: Linking QR codes with real-time data to improve retail operations

 Paul Berkovic, 16 January 2025

Retail Beauty Article 14-Jan-25 | Rayven

3:07

By Paul Berkovic, Co-Founder and CCO, [Rayven](https://www.rayven.io/)

![Retail-Beauty-Jan-25](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/2024/PR/Retail-Beauty-Jan-25.png?width=480&height=595&name=Retail-Beauty-Jan-25.png)

As the industry becomes increasingly tech-driven and swayed by sales periods that consumers plan around every year, retailers are being challenged with how to streamline and appropriately automate their operations.

This is where real-time data has become critical for retailers, and yet many are still failing to implement or use real-time data effectively. If retailers can get good, reliable, free-flowing, real-time data it’s possible to do much more than just improve their operations; they can transform the way they work, make processes more efficient, and drive better customer experiences across their organisations.

One area in which real-time data has become increasingly important is the integration of QR codes into retail and supply chain systems. The transition away from traditional barcodes means retailers now have thousands of QR codes to create, manage and update at any one time. Beyond the creation of the QR codes themselves, the other challenge is seeing QR codes as more than just a gimmick. Instead, retailers need to be thinking about how they can turn QR code data into a powerful way to streamline operations, track assets and engage customers at scale.

## Things to consider when building-out your QR code strategy.

- **Bulk QR code generation: **Retailers are generating thousands of codes at once, therefore finding a way of efficiently doing this via automated batch creation will streamline processes for product labelling, event management, inventory tracking, and more.
- **Dynamic QR codes with real-time updates: **QR codes should be dynamically linked to changing data, so that, for example, a QR code printed on packaging can provide updated product information or real-time inventory status by synching with your data platform.
- **Personalised QR codes for customer engagement: **Through integration with CRM systems, each customer interaction can have a unique, personalised QR code. This makes it possible to deliver individualised offers or content directly to customers.
- **Role-specific QR code access: **Certain sensitive or proprietary information contained in a QR code should be given restricted access. A role-based access system will ensure that the data or actions associated with a QR code are only accessible to authorised users, even when deployed at scale across multiple locations.

Particularly during sales periods like Black Friday or Boxing Day, it’s important to not simply see QR codes as a marketing tool. Once integrated with real-time data and dynamic systems, QR codes can also drive efficiencies across the organisation, from inventory tracking to personalisation and security.

 

If you'd like to find out more about how the [Rayven Platform](https://www.rayven.io/rayven-platform) can help you to conquer these challenges, fast - all without having to change or update your current technologies - please [book a demo](https://www.rayven.io/contact) and get some free, custom advice from one of our experts.

This article was featured on Retail Beauty [here on 14-Jan-25.](https://retailbeauty.com.au/linking-qr-codes-with-real-time-data-to-improve-retail-operations/)

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#### Author

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### Explore further related content:

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Media Coverage

## [RetailBiz: How retailers can capitalise on real-time data](https://www.rayven.io/blog/how-retailers-can-capitalise-on-real-time-data)

 By Paul Berkovic, Co-Founder and CCO, Rayven[Read More](https://www.rayven.io/blog/how-retailers-can-capitalise-on-real-time-data)

<https://www.rayven.io/blog/the-smoke-and-mirrors-of-ai>

Media Coverage

## [Technology Decisions: The smoke and mirrors of AI](https://www.rayven.io/blog/the-smoke-and-mirrors-of-ai)

 By Jared Oken, Co-Founder and CEO, Rayven[Read More](https://www.rayven.io/blog/the-smoke-and-mirrors-of-ai)

<https://www.rayven.io/blog/riverina-fresh-case-study>

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## [Riverina Fresh’s IoT-driven transformation using Rayven](https://www.rayven.io/blog/riverina-fresh-case-study)

 Riverina Fresh have been undertaking a digital transformation project with the aim of uncovering efficiencies and improvements, which led them to exploring how they...[Read More](https://www.rayven.io/blog/riverina-fresh-case-study)

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