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🏢 TCE1:
This function is reserved for a future AI phase.
When connected, AI Assist will analyse images, run OCR to extract brand/model/spec text, auto-suggest category, sub-category, brand, finish and colour, and populate performance ratings from detected certification marks.
ocrText, aiSuggestedCategory, aiSuggestedSubCat, aiSuggestedItemName, aiSuggestedBrand, aiSuggestedFinish, aiConfidence, humanConfirmed.