{"id":988,"date":"2026-03-06T14:39:56","date_gmt":"2026-03-06T14:39:56","guid":{"rendered":"https:\/\/digiom.fi\/kradi\/?page_id=988"},"modified":"2026-08-11T14:36:43","modified_gmt":"2026-08-11T11:36:43","slug":"platform","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/platform\/","title":{"rendered":"Platform"},"content":{"rendered":"\n
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The Zero-Code Machine Vision Platform<\/em><\/h1>\n<\/div>\n\n\n\n
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AFSA – Agile Focused Signal Analysis <\/h3>\n\n\n\n

AFSA is MarshallAI’s proprietary end-to-end deep learning platform<\/strong> built for high-performance and versatility.<\/p>\n\n\n\n

Data annotation, classification, and model training are all handled natively within the same interface. No third party tools necessary.<\/p>\n\n\n\n

Every stage of the processing pipeline \u2014 camera input, preprocessing, model inference, and output \u2014 is a connectable node that operators can wire together without writing a single line of code.<\/p>\n<\/div>\n\n\n\n

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Deployment<\/h3>\n\n\n\n

The platform runs on any compatible on-premise hardware or our robust REID-4 Edge device<\/a>. MarshallAI integrates directly with your existing production systems through native industrial protocols.<\/p>\n\n\n\n

No cloud connection is required at any stage.<\/strong> Your training data, production models or real-time detections never have to leave your facility.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Any input.
Any standard.
One unified pipeline<\/em><\/h2>\n\n\n\n

MarshallAI’s multimodal pipeline handles all input signals inside the same node graph, on the same device, in the same inference cycle.\u00a0The output possibilities are virtually limitless<\/strong>. A typical output can be a dashboard, database, PLC, SCADA or rejection system.<\/p>\n<\/div>\n\n\n\n

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