From Free-Text Chaos to Controlled Cleanup
Explain how AI-assisted cleanup should move messy free-text values into controlled, reviewable categories.
Daria asks Gemini to clean a campaign tracker. What changed from cosmetic cleanup to durable data quality? Photorealistic marketing operations desk, laptop with a blurred spreadsheet full of uneven colored category blocks and scattered blank cells, paper campaign notes nearby without readable marks, analyst looking frustrated, clean bright office, no text, words, letters, numerals, logos. Before: a campaign tracker has inconsistent free-text category values, uneven formatting, blank cells, and no clear control for future entries. Before: categories drift every week. https://oylytksvdaqzqcpcfhxp.supabase.co/storage/v1/object/public/omie-images/nugget-scenes/1171d86d-0eae-465d-aa73-e3b068ee3f09-4.png Photorealistic marketing operations desk, same laptop now showing a structured spreadsheet with clean repeated category color blocks, dropdown-like controls…
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