Blog.

How wide a recall gets is decided by how narrow your lot definition is. A practical guide to lot numbering, GS1 labels, mock recalls and what AI genuinely contributes.

Piece-level tracking from cutting to shipping, AI fabric inspection that's tested honestly, and where a small workshop should start: a practical guide.

Fine-tuning changes how a model behaves; RAG changes what it knows. Which problem needs which method, what each one costs, and which survives a deletion request? A three-question decision tree.