--- title: Irrigation + Farming Automation solution | Rayven description: Revolutionise farming with a farming automation solution; tackle climate change challenges, optimise yields, and increase profitability. image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Case%20Study%20Images/AdobeStock_22386036-Small.jpg --- [![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/) - [ Partner with Rayven ](https://www.rayven.io/partners) Solutions [ Platform ](https://www.rayven.io/platform) [ Industries + Roles ](https://www.rayven.io/industries-and-roles) [ Services ](https://www.rayven.io/services) [ Partner ](https://www.rayven.io/partners) [ Resources ](https://www.rayven.io/blog) [ Talk to expert ](https://www.rayven.io/free-assessment) [ Instant Solution Plan → ](https://www.rayven.io/tools/readiness-assessment) [![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png) **Custom AI + Agents** Train and deploy AI trained on your files, systems + data. ](https://www.rayven.io/solutions/custom-ai-solutions) [![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png) **Custom Applications** We build tools, apps + software over the top of your existing stack. ](https://www.rayven.io/solutions/custom-software) [![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png) **Integrations** Integrate and move data across all your systems, assets + files. ](https://www.rayven.io/solutions/data-integration-platform) [![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png) **Unified Data Platforms** Complete platforms, pipelines, hybrid storage + real-time orchestration. ](https://www.rayven.io/solutions/unified-data-platform) [![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png) **Automations** Design and run real-time automation across systems, data + workflows. ](https://www.rayven.io/solutions/automation-software) [![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png) **IoT Solutions** IoT platform for building custom IoT solutions that work with any device. ](https://www.rayven.io/iot-platform) [![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)     Rayven MCP ](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp) [![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)     AI Data Fabric ](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric) [![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)     AI Agents ](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai) [![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)     Private LLM ](https://www.rayven.io/solutions/custom-ai-solutions/private-llm) [![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png) Field Applications ](https://www.rayven.io/solutions/data-collection-software) [![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJnL%2BH9rSvu6oNvIDkbTqx%2F2nIPpv5kQwQD2GKAAq3F9%2F8g%2Fvry1v1jta3fRANqmKJXYVwPsxfewelOSoYSwETro5R67vgoZz%2FCndKwmTUsuPM%2BmVULVvKnkOegC7PGDFybMw%3D%3D&webInteractiveContentId=183790017847&portalId=8302174) [![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg) **Platform Overview** A unified platform to integrate, automate, and build custom AI + apps. ](https://www.rayven.io/platform) [![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg) **Integration Layer** Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline. ](https://www.rayven.io/platform/integration) [![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg) **Data Layer** Transforms + contextualises your data into an AI-ready source of truth. ](https://www.rayven.io/platform/data) [![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg) **Execution Layer** Automate workflows, trigger actions using real-time data + AI. ](https://www.rayven.io/platform/execution) [![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg) **Presentation / UI Layer** Turns your data into real-time dashboards, reports + custom UIs. ](https://www.rayven.io/platform/presentation) [![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg) **Security, Governance + Hosting** Protects the platform with access control, encryption + audit logging. 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](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLVqQpRTXOW9tzxv935KZ3OJz25CGJ3qarSHL0dmP4cvuIEGckn7iF6DkjIvnyFiv23pS2AaU8a4OqJv0T8dHk4wJHUV%2B8GdcNxH%2FjS7LG5AUCkZppy%2F6g6OnGVHmK1lh%2By5LFaH%2BRFT8Wbn9AYTcehVfkQSXO5vTiob47VNizwJcBKYJKDrWcpW7svzffG%2Fai19kTr8yG%2Big%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=AVxigLLYOSvirR9mgG8HrS6Jnf9MNrcGns1rIGixw%2BhZlUxyE25P1vvOY1MyTlw8IzHJosHF3jx%2FNt%2ByCtNKMMTEBNWE2RA2rvK3vF8OG1Q06Yi1ElwQYGTDk47HYO5aHsDwgOuIonWfmfw45097toD0TZzpn8bi2vabq%2B%2Fb7s6Q3DLQk243U6rZKxjb8r9urzC63JUK95whP0WP%2BA%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=AVxigLIs6XmlBMT%2BHdT3gVP1FjA516Bg0xP%2BSwITMTLMd9L9pQezUhLnuupsPD4KyqaYyqUyv6W1pYqFaOIVbHhbnegIf9mry0uPXG1d%2F7H18AmcvAL%2BSptzEANPM7safgWBy%2FVFfdKgzHJXSjdVRXim2vMFkOBqRSjwp5dsLxfFSeKeUBqb%2BFmExEBN0yyBlXR9%2FYcVaE14T1TXPnkRBBwnbwg%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=AVxigLJ8a2H5MIRx%2B%2BTpC2Ke8TtIX2Y1ashD6s4C88v%2F9HaI%2BuZCCjA3OWoby2ynsPe5daZf0zNcrXLdS1m%2FHBjoJgOXOeZNlAY8Y%2BWqiFBiLeyZexfUW2GWjI0zOv0p3yzoBuOpi5ACsdqALHQDvuqoYFY1cE8xpFp0MuMV4zPY5RI1uxecf3mVXe3Fo2jV0hIFHeTQg90AYASI3Gvu3jw%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=AVxigLLD4udZhrgCxXE09Z6fuXgTJZhgpuwVtuPQGZsKuRWyK27wO0f6EVyqhPAa2zXQUveQUUNVQi1sXc7rc4%2FnJ997ZSV%2FsW51CbvZixtDh8jZKLI3mj%2FiVffIEy%2BBOLRN4TcL1iGsfoO4KuAPcp2zje94NCCVpZ8wEDVWzXVILDZfzz6D1n%2BTPpOCBuwr1O6Gp4KuP3Vj1BwkZjJp%2B7qAs4QITg%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=AVxigLKcNnlGRoIKp%2Bf2GCIPbxvL%2FwmjdT7O4eTcequJ09XJky%2F7vDYRjyDycomxs8IuOUcLiroF7YZ0mBgu%2BefYF6E%2FKmnFCQdgiDeFRGwY6lhpr%2Fjqv7gjUX%2FbwGykSsDkXRQX4YMtHiL%2BrERx6u5s6v9x2O8PmCpCzldMdoFUourSfUKiQC6hVMiuZ0ZyOKHU3kvBqkKHQwRtoj6%2FbgSPLLZruUQ%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=AVxigLI7Y1iuy%2FEDcmS7X0nWYriE6HRPbEFD4Hctf7MvH6MSpZyZ9mDuIqY4MR0TsPcVGFcDLn2L%2FUxo6rhbrRoEnHz%2FXJ76ZvOe7xS36MUnd6uaJ4ZI%2BJcNSl%2FLOo5nyCryzx%2BJyBJuTGXiNzlFsR4%2Bcr9bR05lUR%2BUK8a%2FbOi03PIg%2FY4XDB%2B4A7BMi1Hb3Q6Ew%2FjxNgTgxZMlEgnfvAyW4X4%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=AVxigLKWo7%2FVd8ztUO1SsLm4B5euTJwdeCk%2Fis3cxc5%2FOx%2FFNPVVQIQ5YsrfwtIHs5UjzGK4JHQea7MJShZFWBhulr%2BVfWnsFjTEN6Q2gsyq0C52Fb%2BjQbjxo3SFPYbelWhUq0E6GmUFcDPMFHa8H8tfrM0qja2PIr6TO2ha7SkFGXgNiM%2BsUnH3bYybydbQk4l5f%2BVuBWGo%2BGazqBECkiKCMg%3D%3D&webInteractiveContentId=212048335709&portalId=8302174) [![GOVERNMENT + PUBLIC SECTOR](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198824049.png) 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](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKPHXDX1ddReih71iEUgMGXkJBmaS57ahQpajxLKYd08dM27Agn0iXqEqfrDO1RGUW0iKWniXk4otiDct4Ke666nCWFKAUya1y6MA%2F2De1dqYV2j4n3hZkazprEX1uk6Iszrg0PFAt3B6rWUjogO%2BuKO81FLWSJ6YXenvX6fyHOel7iXhOVYbOxeAj7CYuuceFLiRE7fFya4syUQkwh3P7vsw%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=AVxigLISJ8d6mZ7Khzxqx4BBHoBXh4Q6v7iNW9YHDEtHNsHP1VFIP7bFqqepM1F0mtYekJMyOeLyK%2FLjvGwnif3DI%2F1Tut2apZeLI0v04MZbjsNHvDKdynmmUmicZV7kq5MAvocLSY6sxBi%2BGOskbpGhHLZsMMi4zOuEXtxf3U8Vef8vS5vvMT6Ej5p5zVuk85RHSe8T8IyR7zmBMslWPljDi%2BLnZT2Qucs%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=AVxigLI%2Bs5Jab5j9E4w3vYK0EbXTk%2B499SQwfItLdpbHK8DWVUHAF5nxf7W6M%2BsusBqWJ8dvFEE9tDwq73lhttIdUrbeVPXqygIVmE69H%2Fr36el5oWoPKXjzTkUbRRy83iPELvMZCjjoPPIpshRb8W2sI%2B%2FSb8vnzTlSrCTyQJ5P18i3nEW2LZD8Ts6KvHhK0VFWk%2B6Tq6f6bW9QySNw3yyTq58%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=AVxigLJiVtuA8gNpoyn7qTQ10brANBifr9GifGOrL%2FpH5yzvHZASEXa%2B%2FIq6oc5FCengjh%2FWmZ4FbCwVzwp0QJZAtEWC32srKDMXLUXxSAgP%2F%2FMY128D%2FyyCMQlwM%2FTB44d%2FTOMG6MwsaXEVwA5aDMHsgQCJEUjkza%2Fz1az4OVo3iP68nQLDxtVyZ9kl4cWzS1zYlC0EtR3zXDRYUr8%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=AVxigLLQ2LfR6J33MqbJlBfAXG0l3yTwsq7iAHeTJ8zWIErEnayn9MyYNsZAus94HyFMTu46WHDePnzefmInFGE8ftHOf9U%2Fk30MSXuk6O3DThT7rNHgfVHLbj86eOBzJtAn5iSY7RWgVkS55yEr9H5qcORRpxoeXAmnGqAXKJM9PbLnziJ%2Ft37wQqrAiEbsXoQNXHVboQ%3D%3D&webInteractiveContentId=185830583441&portalId=8302174) [![

OIL + GAS

](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2F6oC%2FeRhAfNVopiAxDRAWYJXgxg9jPz9GYuwDBWHw5d%2Fair13Krx53rPbhDTJFwn2lrOcTc8CD7kFsQxacJ5DBz9fqibyFx0BAROBTORQR8HsHYol8pcajlK1Woo2Dd3Jll1yB3xedElxojA36sagVqeJLg%2BpL4sYWU3hdcCE3a1i%2BK8%2Fl591AnspBagtouDI&webInteractiveContentId=212411106068&portalId=8302174) [![SUPPLY CHAIN + LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDVN316O0lAblRlJvPSO6eFOG7%2BRcDBOn8dljQ%2FZrffehWRKLhfw4YYz%2BUm1r5%2F2iTcGWIc8tKSKmPzxJQ5mt2qKpyAtQKpYtXmvQSTay7vzVVRw4Gxpe%2FGkrlYTqNqZymWAEsSsjgSegcEjqDztr17%2BGOOw0KWqDppegSBU9hsBowN%2BIX4AQP5O8z46dXzKh31SJfMrHzdQ%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=AVxigLIfIhdy8kwcYJRHxIneL7QFk%2Bej0JYawxfulNyLwahcJrA%2BcJUENie2E%2Bc1AOus9z%2FLyLTFQaDcKPFy8Y13DpH4%2FtiQxl6hfB6sOSLwYCY%2FszBV3NminvyfAwZxPfLwcI2tqsIg%2BEkvABKhU2QejgDl%2BtoGerXyC2IIv6rrJDaPYOYYvAUMwNflNZvPnQhbPHErtJy%2BIY8ICYsA74VpZjxNH%2BJvBog%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=AVxigLKJp8z4MEvVaFseYDhmdvf%2BVo6xysx1KH9Ng4s2nX71xGQFtcjxDeMsKSzpJjYnn0TqBvmm7A5Q9X7kmmoBPquqIryRbV2XhrFXPJhOsGG6KbcuxNajSFgS5%2FNy7FjJNB3VgkFK3Na54sTnlz%2BcQS8pESJ8DzxCoDA3oTssHhuaX66LcYyrr7xVxCFk6SaI4jNaOaCif%2BniEvCknDuLHOBQmdI6R7X9QTw%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=AVxigLK2aL0jM%2BvAcrEIZJccV3SteLv2VamU7qBwMds6y3ujVNCsVn6BmcxT3Hv9b34%2BsOZSuH%2BqJ2NZZqyhZQvmMvh%2BZudxsmRsFCkH4JrNYMHOQWLX2gBAFHT%2FE8xPdKDE7u71ETWbwMBvKMc8LfBcuDKexP6jZXzT1cnklV%2Bqo2MQJPkt73hv25W1AC7pRilKeqIDSj9cv1T2%2BiLNV3q2%2B7nbVcEhfxE%3D&webInteractiveContentId=185825394774&portalId=8302174) [![SUPPLY CHAIN + LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDVN316O0lAblRlJvPSO6eFOG7%2BRcDBOn8dljQ%2FZrffehWRKLhfw4YYz%2BUm1r5%2F2iTcGWIc8tKSKmPzxJQ5mt2qKpyAtQKpYtXmvQSTay7vzVVRw4Gxpe%2FGkrlYTqNqZymWAEsSsjgSegcEjqDztr17%2BGOOw0KWqDppegSBU9hsBowN%2BIX4AQP5O8z46dXzKh31SJfMrHzdQ%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=AVxigLIP1e2ymM9d52nULG1vW%2F8WIPpPBo%2BGS2p0KjcVT3XF1cvY%2FOvyDIl34JxD02CybmqG6381NiB5S7i0CVz8474mXjmvW9qPjLQiZckbk1VljaCOJDL1bEcTwZFvGlUuqw0CXMxsq6ccAGq9jCGzghpreuAx60bQsHLnN6SuSc0j1tgV1u9NQlUB%2BDVIF2PT8OnjflRiQjLi1xenKMU%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=AVxigLLSpkywlkhkgqqbKX9wYpwYTq0iwGF7kJuONrzx1NDeGKLSQSy7u%2BnrCQbRNc1jSeoj9wcuoUCwtGI2iUAoTAHMGxdFAcQAWSqo%2F2QsAFxAOCBB%2FNzJLDDmE43PMaPU6Nl2T1UOU8PY6KMaS5abdGCa1Ts%2BKYVcy5aJhUca0PtOvA%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=AVxigLJwjASRROUSuWqnsmopS%2BS41ZdXAqKkaKNPuhsPdpaHXCZFAJncglRLbxdhY4U3PMFgo7A0BTnmfiCVcHI%2Fj4YX2iMWhDK6RNvMWNqqsBwYuED6a5Hvm5yxgJUEdraNfNiJM9yDCm3LYZnVZCT8MYGni7TGxRSsECNmTriqyQDDorKMg%2F4PQEtLEb6QsQ%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=AVxigLIIzEVKGFxD3%2FxWhoO0%2BmQRTmtA9Jm9s9WjC1yCXcJerbwDLl2DLCd%2Bplff6DT6RoWdFLliIexMIyDbnCW4y1tkclfzixawFQcBLfCO8D676HIOtDTP1Yx7%2BJmp7FDuCCsJsn3PBOzRR0oEb%2BTkCl39R3ZB%2FgfHXYMJ9d1p&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=AVxigLJpbZJjLI%2Fg9E9GCs5ONkwb0qXJ%2BUJYpO72Wn58CyKwJrnx0CelYh4p5Cik1fzC%2Bgw%2BsVJm%2FbM0wKTLG2A9Ang48gxrqkp%2FLh%2BW5fdJwxGjgU1VAK38AdQ8DZsMs%2F%2FxoFraZNI3hALX5l9ykwXFhLu%2B6jTRxS2CadZ1wWfWcClJZ9yKx7GczmJtJQ%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=AVxigLKheJN%2Fuyx4%2B7eSM63LD6TGikYhg0B%2Fg62BzCTyWkf7dhKRMGpz82T2ULh9DifN9MwBJIdL1Qunk878gxbtnxSEkMbN9tGzRB5X0z%2BRH1tqH8vClxSGtEKO7FlGt44lSGOSuDB5d%2FP8J57W5t4F4K3b03Rdqmr6Y1JJtYqITtqjU6NuvJK8xh59Y5SqLeYhHXRP8QBrfA%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=AVxigLKjaNvq5HiNpY1d9sFrPYjs%2BXvqbtfSYU9RkcBfC0aB7%2FTrBBk%2FLdDHbDWtxzgHEaeYZYhTDFD%2FwH%2B0i8L9vHHK9hxgkS7mVgCavAzk0zhHQJ15Os1H5pVnOTyHCcc0gOhlAPd8aE00FocbzuQJ0dyMCMnJIkJZqxM9AznbgifQp9Pq9vGZEHeuzw%3D%3D&webInteractiveContentId=185785618812&portalId=8302174) Overview [ Services Overview           ](https://www.rayven.io/services) [ Enterprise 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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=AVxigLJnL%2BH9rSvu6oNvIDkbTqx%2F2nIPpv5kQwQD2GKAAq3F9%2F8g%2Fvry1v1jta3fRANqmKJXYVwPsxfewelOSoYSwETro5R67vgoZz%2FCndKwmTUsuPM%2BmVULVvKnkOegC7PGDFybMw%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 SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI%2F6aX%2F9vcDntGR95mMI20U%2FcMHWF6AgsJAyQJgfB33WAui5KPvh8AuqII%2B2jOEYhKK3pmPjD9E2KGHuVgOZpZwvr5jXNY7znboLDZ%2BQDKRsXaME9If3rgmTnEKZFzQiaGNiuq5Fx9YefotdASSthk1WNQRxR95FufNLbMLgjFPLfC5A0FtH%2F9juFIW0JsqxdGyJ0MiASba1LErMHWnLg%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=AVxigLLVqQpRTXOW9tzxv935KZ3OJz25CGJ3qarSHL0dmP4cvuIEGckn7iF6DkjIvnyFiv23pS2AaU8a4OqJv0T8dHk4wJHUV%2B8GdcNxH%2FjS7LG5AUCkZppy%2F6g6OnGVHmK1lh%2By5LFaH%2BRFT8Wbn9AYTcehVfkQSXO5vTiob47VNizwJcBKYJKDrWcpW7svzffG%2Fai19kTr8yG%2Big%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=AVxigLLYOSvirR9mgG8HrS6Jnf9MNrcGns1rIGixw%2BhZlUxyE25P1vvOY1MyTlw8IzHJosHF3jx%2FNt%2ByCtNKMMTEBNWE2RA2rvK3vF8OG1Q06Yi1ElwQYGTDk47HYO5aHsDwgOuIonWfmfw45097toD0TZzpn8bi2vabq%2B%2Fb7s6Q3DLQk243U6rZKxjb8r9urzC63JUK95whP0WP%2BA%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=AVxigLIs6XmlBMT%2BHdT3gVP1FjA516Bg0xP%2BSwITMTLMd9L9pQezUhLnuupsPD4KyqaYyqUyv6W1pYqFaOIVbHhbnegIf9mry0uPXG1d%2F7H18AmcvAL%2BSptzEANPM7safgWBy%2FVFfdKgzHJXSjdVRXim2vMFkOBqRSjwp5dsLxfFSeKeUBqb%2BFmExEBN0yyBlXR9%2FYcVaE14T1TXPnkRBBwnbwg%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=AVxigLJ8a2H5MIRx%2B%2BTpC2Ke8TtIX2Y1ashD6s4C88v%2F9HaI%2BuZCCjA3OWoby2ynsPe5daZf0zNcrXLdS1m%2FHBjoJgOXOeZNlAY8Y%2BWqiFBiLeyZexfUW2GWjI0zOv0p3yzoBuOpi5ACsdqALHQDvuqoYFY1cE8xpFp0MuMV4zPY5RI1uxecf3mVXe3Fo2jV0hIFHeTQg90AYASI3Gvu3jw%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=AVxigLLD4udZhrgCxXE09Z6fuXgTJZhgpuwVtuPQGZsKuRWyK27wO0f6EVyqhPAa2zXQUveQUUNVQi1sXc7rc4%2FnJ997ZSV%2FsW51CbvZixtDh8jZKLI3mj%2FiVffIEy%2BBOLRN4TcL1iGsfoO4KuAPcp2zje94NCCVpZ8wEDVWzXVILDZfzz6D1n%2BTPpOCBuwr1O6Gp4KuP3Vj1BwkZjJp%2B7qAs4QITg%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=AVxigLKcNnlGRoIKp%2Bf2GCIPbxvL%2FwmjdT7O4eTcequJ09XJky%2F7vDYRjyDycomxs8IuOUcLiroF7YZ0mBgu%2BefYF6E%2FKmnFCQdgiDeFRGwY6lhpr%2Fjqv7gjUX%2FbwGykSsDkXRQX4YMtHiL%2BrERx6u5s6v9x2O8PmCpCzldMdoFUourSfUKiQC6hVMiuZ0ZyOKHU3kvBqkKHQwRtoj6%2FbgSPLLZruUQ%3D&webInteractiveContentId=185830583197&portalId=8302174) [ Facility + Site Management                  ](https://www.rayven.io/industries-and-roles/facility-management-software) ** [![FACILITY + SITE MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI7Y1iuy%2FEDcmS7X0nWYriE6HRPbEFD4Hctf7MvH6MSpZyZ9mDuIqY4MR0TsPcVGFcDLn2L%2FUxo6rhbrRoEnHz%2FXJ76ZvOe7xS36MUnd6uaJ4ZI%2BJcNSl%2FLOo5nyCryzx%2BJyBJuTGXiNzlFsR4%2Bcr9bR05lUR%2BUK8a%2FbOi03PIg%2FY4XDB%2B4A7BMi1Hb3Q6Ew%2FjxNgTgxZMlEgnfvAyW4X4%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=AVxigLKWo7%2FVd8ztUO1SsLm4B5euTJwdeCk%2Fis3cxc5%2FOx%2FFNPVVQIQ5YsrfwtIHs5UjzGK4JHQea7MJShZFWBhulr%2BVfWnsFjTEN6Q2gsyq0C52Fb%2BjQbjxo3SFPYbelWhUq0E6GmUFcDPMFHa8H8tfrM0qja2PIr6TO2ha7SkFGXgNiM%2BsUnH3bYybydbQk4l5f%2BVuBWGo%2BGazqBECkiKCMg%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=AVxigLLeVAp9WDKd4QPmUwx%2F2rn%2Fui9on8%2FrrCnWGLcz5f4uEPJOTvTEapUQR4vBpXKKSyDQUjj41E9GgirwApqY2641www8Cg3qWt025hx2n5dFkE0Lghh4lug55L62BGb4H9DyrYDt2POjbFsCK50PlgFuWZom5VWSrM2ntuvyYHj%2FUg1jlyASH3XC%2BlYCkbPD20p69s%2BZ7c27BcZCs89Wu6CsJxN8NbTuWRQnUrP8apapAA%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=AVxigLLly2RMT4AudK3QSZsPdsfzj3KHhrofPizev2viUkVQTTToFXCunQScNm%2Be5PO2uScULyPuvNUlO3F16ukokAIoRjK4FlZIvfAf1W8%2FFKUHGhj4GdNDIkCtoXKUWDFQU5kvFNl9edj2nOHwcRzrsSJsuhbYpVSVpIy6ZjZAyXM5DP9qGgofEcGWv27YTuPL9q0wFSm7GDZYvXzjrVkWtOYZ&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=AVxigLKPHXDX1ddReih71iEUgMGXkJBmaS57ahQpajxLKYd08dM27Agn0iXqEqfrDO1RGUW0iKWniXk4otiDct4Ke666nCWFKAUya1y6MA%2F2De1dqYV2j4n3hZkazprEX1uk6Iszrg0PFAt3B6rWUjogO%2BuKO81FLWSJ6YXenvX6fyHOel7iXhOVYbOxeAj7CYuuceFLiRE7fFya4syUQkwh3P7vsw%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=AVxigLISJ8d6mZ7Khzxqx4BBHoBXh4Q6v7iNW9YHDEtHNsHP1VFIP7bFqqepM1F0mtYekJMyOeLyK%2FLjvGwnif3DI%2F1Tut2apZeLI0v04MZbjsNHvDKdynmmUmicZV7kq5MAvocLSY6sxBi%2BGOskbpGhHLZsMMi4zOuEXtxf3U8Vef8vS5vvMT6Ej5p5zVuk85RHSe8T8IyR7zmBMslWPljDi%2BLnZT2Qucs%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=AVxigLI%2Bs5Jab5j9E4w3vYK0EbXTk%2B499SQwfItLdpbHK8DWVUHAF5nxf7W6M%2BsusBqWJ8dvFEE9tDwq73lhttIdUrbeVPXqygIVmE69H%2Fr36el5oWoPKXjzTkUbRRy83iPELvMZCjjoPPIpshRb8W2sI%2B%2FSb8vnzTlSrCTyQJ5P18i3nEW2LZD8Ts6KvHhK0VFWk%2B6Tq6f6bW9QySNw3yyTq58%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=AVxigLJiVtuA8gNpoyn7qTQ10brANBifr9GifGOrL%2FpH5yzvHZASEXa%2B%2FIq6oc5FCengjh%2FWmZ4FbCwVzwp0QJZAtEWC32srKDMXLUXxSAgP%2F%2FMY128D%2FyyCMQlwM%2FTB44d%2FTOMG6MwsaXEVwA5aDMHsgQCJEUjkza%2Fz1az4OVo3iP68nQLDxtVyZ9kl4cWzS1zYlC0EtR3zXDRYUr8%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=AVxigLLQ2LfR6J33MqbJlBfAXG0l3yTwsq7iAHeTJ8zWIErEnayn9MyYNsZAus94HyFMTu46WHDePnzefmInFGE8ftHOf9U%2Fk30MSXuk6O3DThT7rNHgfVHLbj86eOBzJtAn5iSY7RWgVkS55yEr9H5qcORRpxoeXAmnGqAXKJM9PbLnziJ%2Ft37wQqrAiEbsXoQNXHVboQ%3D%3D&webInteractiveContentId=185830583441&portalId=8302174) [ Oil + Gas ](https://www.rayven.io/industries-and-roles/oil-and-gas-software) ** [![

OIL + GAS

](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2F6oC%2FeRhAfNVopiAxDRAWYJXgxg9jPz9GYuwDBWHw5d%2Fair13Krx53rPbhDTJFwn2lrOcTc8CD7kFsQxacJ5DBz9fqibyFx0BAROBTORQR8HsHYol8pcajlK1Woo2Dd3Jll1yB3xedElxojA36sagVqeJLg%2BpL4sYWU3hdcCE3a1i%2BK8%2Fl591AnspBagtouDI&webInteractiveContentId=212411106068&portalId=8302174) [ Ports + Terminals ](https://www.rayven.io/industries-and-roles/port-management-software) ** [![SUPPLY CHAIN + LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDVN316O0lAblRlJvPSO6eFOG7%2BRcDBOn8dljQ%2FZrffehWRKLhfw4YYz%2BUm1r5%2F2iTcGWIc8tKSKmPzxJQ5mt2qKpyAtQKpYtXmvQSTay7vzVVRw4Gxpe%2FGkrlYTqNqZymWAEsSsjgSegcEjqDztr17%2BGOOw0KWqDppegSBU9hsBowN%2BIX4AQP5O8z46dXzKh31SJfMrHzdQ%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=AVxigLIfIhdy8kwcYJRHxIneL7QFk%2Bej0JYawxfulNyLwahcJrA%2BcJUENie2E%2Bc1AOus9z%2FLyLTFQaDcKPFy8Y13DpH4%2FtiQxl6hfB6sOSLwYCY%2FszBV3NminvyfAwZxPfLwcI2tqsIg%2BEkvABKhU2QejgDl%2BtoGerXyC2IIv6rrJDaPYOYYvAUMwNflNZvPnQhbPHErtJy%2BIY8ICYsA74VpZjxNH%2BJvBog%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=AVxigLKJp8z4MEvVaFseYDhmdvf%2BVo6xysx1KH9Ng4s2nX71xGQFtcjxDeMsKSzpJjYnn0TqBvmm7A5Q9X7kmmoBPquqIryRbV2XhrFXPJhOsGG6KbcuxNajSFgS5%2FNy7FjJNB3VgkFK3Na54sTnlz%2BcQS8pESJ8DzxCoDA3oTssHhuaX66LcYyrr7xVxCFk6SaI4jNaOaCif%2BniEvCknDuLHOBQmdI6R7X9QTw%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=AVxigLK2aL0jM%2BvAcrEIZJccV3SteLv2VamU7qBwMds6y3ujVNCsVn6BmcxT3Hv9b34%2BsOZSuH%2BqJ2NZZqyhZQvmMvh%2BZudxsmRsFCkH4JrNYMHOQWLX2gBAFHT%2FE8xPdKDE7u71ETWbwMBvKMc8LfBcuDKexP6jZXzT1cnklV%2Bqo2MQJPkt73hv25W1AC7pRilKeqIDSj9cv1T2%2BiLNV3q2%2B7nbVcEhfxE%3D&webInteractiveContentId=185825394774&portalId=8302174) [ Supply Chain + Logistics ](https://www.rayven.io/industries-and-roles/supply-chain-software) ** [![SUPPLY CHAIN + LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIDVN316O0lAblRlJvPSO6eFOG7%2BRcDBOn8dljQ%2FZrffehWRKLhfw4YYz%2BUm1r5%2F2iTcGWIc8tKSKmPzxJQ5mt2qKpyAtQKpYtXmvQSTay7vzVVRw4Gxpe%2FGkrlYTqNqZymWAEsSsjgSegcEjqDztr17%2BGOOw0KWqDppegSBU9hsBowN%2BIX4AQP5O8z46dXzKh31SJfMrHzdQ%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=AVxigLIP1e2ymM9d52nULG1vW%2F8WIPpPBo%2BGS2p0KjcVT3XF1cvY%2FOvyDIl34JxD02CybmqG6381NiB5S7i0CVz8474mXjmvW9qPjLQiZckbk1VljaCOJDL1bEcTwZFvGlUuqw0CXMxsq6ccAGq9jCGzghpreuAx60bQsHLnN6SuSc0j1tgV1u9NQlUB%2BDVIF2PT8OnjflRiQjLi1xenKMU%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=AVxigLLSpkywlkhkgqqbKX9wYpwYTq0iwGF7kJuONrzx1NDeGKLSQSy7u%2BnrCQbRNc1jSeoj9wcuoUCwtGI2iUAoTAHMGxdFAcQAWSqo%2F2QsAFxAOCBB%2FNzJLDDmE43PMaPU6Nl2T1UOU8PY6KMaS5abdGCa1Ts%2BKYVcy5aJhUca0PtOvA%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=AVxigLJwjASRROUSuWqnsmopS%2BS41ZdXAqKkaKNPuhsPdpaHXCZFAJncglRLbxdhY4U3PMFgo7A0BTnmfiCVcHI%2Fj4YX2iMWhDK6RNvMWNqqsBwYuED6a5Hvm5yxgJUEdraNfNiJM9yDCm3LYZnVZCT8MYGni7TGxRSsECNmTriqyQDDorKMg%2F4PQEtLEb6QsQ%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=AVxigLIIzEVKGFxD3%2FxWhoO0%2BmQRTmtA9Jm9s9WjC1yCXcJerbwDLl2DLCd%2Bplff6DT6RoWdFLliIexMIyDbnCW4y1tkclfzixawFQcBLfCO8D676HIOtDTP1Yx7%2BJmp7FDuCCsJsn3PBOzRR0oEb%2BTkCl39R3ZB%2FgfHXYMJ9d1p&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 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](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJQ4jkb6KQLySVxLEGI1ta63gMQV40fdJzXgY%2FfnnhKm70OOH%2F%2FtgyK%2BxwUVAWVQSMlpI%2B6RZCgH3a3aIENeeKyDONKiD6qUEjMo1V9Oe%2Bi7%2BZSL9xRPipXVmGiSlyD%2FuggkXeEmdkZ0WuWO%2FP5zB%2Bfx84jZrQJtHgakjXTMp1kpasyyr12P1KTPHWxdx9IOA%3D%3D&webInteractiveContentId=185823046770&portalId=8302174) [ Talk to expert ](https://www.rayven.io/free-assessment) [ Instant Solution Plan → ](https://www.rayven.io/tools/readiness-assessment) ![Farming Automation, Water Monitoring and Irrigation Optimization](https://www.rayven.io/hubfs/Rayven_January2023/Images/AdobeStock_22386036-Small.jpg) # Farming Automation solution: do more with less and be ready for the future. ### **The problem.** Farming Automation solutions will help farmers solve the current and forthcoming crises that are on the horizon. As climate change drives more and more unpredictable weather patterns, and operational costs increase, it has become much harder to leverage generational practices to produce yield and profitability. If you then include variable elements like crop type, existing irrigation technologies, and geography (to name but a few) into the mix with a changing environment, then you have a melting pot of increasing complexity that you need to make sense of. ## Real-time monitoring + smart irrigation with a Rayven Farming Automation solution. ### **The solution.** Choosing the right methodology and devices was critical to designing our Farming Automation solution, built on our [Rayven Platform](https://www.rayven.io/rayven-platform). We started by choosing the right controllers and sensors which can automatically adjust irrigation logic to suit crop, weather and soil conditions, and then building out from there. For the solution to be successful, it needed to apply machine-to-machine communication, backed by machine learning applications that would allow for more precise scheduling decisions. Defining what data to collect is critical.** **We started by identifying the key metrics necessary in order to achieve the desired farming outcomes. In this solution, these included: 1. Weather station data 2. Soil moist probe data 3. Irrigation system data 4. Irrigation schedule 5. ERP data 6. Weather history and forecast 7. Light forecast 8. Production schedule 9. Nutrition data 10. Sales data Initial goals of the solution.** **The first goal of the project was to connect the sensors and systems and push the data to the Rayven Cloud. As the irrigation was taking place in a area with bad cellular connection, we first had to set up together with one of our communications partners to launch a private LoRa network. Once in place, we then needed to make sure that we could send all the data via a LoRaWAN gateway, which would then send that data in real-time to the [Rayven Platform](https://www.rayven.io/rayven-platform). This would ensure that all of the data required to be collected would be accurate and recorded in a consistent and reliable manner, thus ensuring data quality, integrity and provide the following features: 1. Monitoring and control of the irrigation system via a web-based and mobile system 2. Provide device management monitoring for the irrigation system and sensors in the field 3. Enable custom business logic to be programmed into the solution so it could meet differing objectives 4. Alarm and alert notifications via email or SMS messages when unexpected issues occur 5. Diagnose reasons for downtime 6. Enable data modelling based on internal and external data sources, such as weather, moisture and light 7. ERP and scheduling information 8. Forecast of water schedule recommendation 9. The ability to test the application, making sure all of the above goals are met, based on the below solution architecture   ![Farming Automation, Water Monitoring and Irrigation Optimization – Rayven](https://www.rayven.io/hubfs/Rayven_January2023/Images/farming-data-flow-1.png)   ### **Before go-live, we tested four critical aspects of the Farming Automation solution:** Security.** **Our [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 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.** **As irrigation is in a remote area with bad cellular connection, we couldn’t use 4G (or 5G) to collect data. Instead, we had to set up a LoRa network with one of our communications partners and use a Industrial IoT LoRaWAN Gateway with a 11.5 KM range to collect data from the sensors and systems in the field, before then sending the data to the cloud with a 4G Cellular LoRaWAN Gateway. Data Integrity.** **As we were using data from very different systems, all in remote areas with limited connection, it was critical for us to test the connectivity to minimise the issue of data package lost. We also ran testing of data back-fill, to make sure that if there is a communication issue, we can fill the blanks in data accurately so that there is never a data loss issue that can affect data integrity. Industrial data science.** **The objective of exploratory data analysis was to observe trends in the soil, weather and irrigation data, which included: 1. Real-time forecasting of evaporation rate based on weather data 2. Irrigation forecasting based on evaporation rate 3. Forecast water usage based on weather data 4. Automatically update irrigation schedule based on forecasting 5. Irrigation system predictive maintenance 6. Water tank level forecasting ### **What’s next?** We are continuing to collect data and provide ongoing insights to our customer, as well as continuing to work on improving even the forecasting results even further by utilising machine learning as the data sets grow over time. ## Data sources used to deliver our Farming Automation solution. New and existing data was used to create the custom applications and business insights that come from our Farming Automation solution. ![Data sources used to deliver the AI + IoT Farming Automation, Water Monitoring & Irrigation Optimization solution](https://www.rayven.io/hubfs/Rayven_January2023/Images/feature-3.png) Irrigation control system Soil moister Weather stations Nutrition Irrigation schedule Human Enetered Data ## Key features of our Farming Automation solution. Unlike sensor-based controls, our Farming Automation solution relies on weather updates transmitted by radio, telephone or web-based applications to deliver more accurate results. ##### Weather monitoring Weather factors, such as temperature, relative humidity, and light intensity; have a profound effect on the growth of greenhouse crops, for optimal control and growth ##### Alerts and notifications Environmental factors have a huge effect on the crops growth, and deviation from their optimal thresholds impact quality. This make alerts and notifications sent via email and SMS when there is a breach of any of these optimal thresholds critical. ##### Expanded real-time insights The solution delivers real-time advice based on measurements, so that farmers can make informed decisions on activities. The platform can also be integrated with other systems, such as greenhouse control systems, enabling it to trigger automatic actions on HVAC, lighting, sprinkler and spraying networks. ##### Irrigation forecasting Using machine learning, sensor real-time data, and historical performance; the solution can forecast when and where crops will need irrigating for optimal performance. ##### Water tank level forecasting Our solution uses weather updates from local weather stations to update the ‘evapotranspiration rate’ and forecast future water tank levels, so that you know when to top them up before they run dry. ##### Predictive maintenance The combination of sensor measurement and data science also enable farmers to predict when maintenance to assets will be needed based on their usage, maintenance schedule, and performance. ![Real-time monitoring and smart irrigation.](https://www.rayven.io/hubfs/Rayven_January2023/Images/agricult-200-narrow.jpg "Real-time monitoring and smart irrigation.") ## The business outcomes driven by our Farming Automation solution. ##### ![Better predictability](https://www.rayven.io/hubfs/Rayven_January2023/Images/Predict-thin.png) Better predictability Being able to better predict your crop yield and total performance means that you can manage your farm with confidence, reducing unpredictability and allowing you to make better decisions with less risk ##### ![Lower cost of maintenance](https://www.rayven.io/hubfs/Rayven_January2023/Images/Agriculture-4-thin.png) Lower cost of maintenance Real-time insights, alerts and notifications, together with forecasting, enables you to get an accurate snapshot of how your business is performing and where your issues and risk lie. ##### ![Lower cost of water](https://www.rayven.io/hubfs/Rayven_January2023/Images/sewage.png) Lower cost of water Unlike sensor-based controls, these smart irrigation systems rely on weather updates transmitted by radio, telephone or web-based applications. ##### ![Reduced waste](https://www.rayven.io/hubfs/Rayven_January2023/Images/environment-app-1-1.png) Reduced waste With better real-time visibility and predictability, you reduce the chances of issues not being identified that may have irrecoverable consequences, like loss of crop. ##### ![Increased yield](https://www.rayven.io/hubfs/Rayven_January2023/Images/Crop-yield-thin.png) Increased yield Real-time visibility and predictability combined with smart algorithms and machine learning, plus your custom business logic, means you can configure your solution to optimise conditions for maximum yield, and track your performance vs. targets. ##### ![Increased margins](https://www.rayven.io/hubfs/Rayven_January2023/Images/Revenue-thin.png) Increased margins The combination of increased yield, reduced waste and energy consumption, and lower cost of maintenance come together contribute to your bottom-line. ## Did you know? #### Custom ###### Pricing & plans Simple, fair pricing that scales with your business model. #### Unlimited ###### Integrations Rayven integrates with any asset, device or system. #### 4 Weeks ###### Solution live Create custom solutions in weeks not months. #### 2 Weeks ###### Demonstrate ROI Discover opportunities for business improvement. 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