HomeA closer look at what works.

CNPS.AI

A closer look at what works.

Published cases and open-source references, with sources and limits made clear.

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Mixed document layoutExtract structureTrace the source

Keep the structure of the evidence

AI applications

RAGFlow: evaluate the document layer first

A practical reference for retrieval workflows that need traceable answers from complex documents.

Open-source technical reference

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Physical environmentEdge processingEvent review

Observe locally, inspect the event

Intelligent hardware

Seeed and Intflow: a local solution built on edge hardware

Seeed and Intflow livestock monitoring on edge hardware: local specialist + reComputer pattern—evaluate animals, ground truth, and total cost per camera.

Vendor-published deployment reference

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Industry references are not presented as CNPS customer deliveries.

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