AI
AI Product Attribute Workbench
A multimodal AI workbench for extracting, validating, enriching, and reviewing product attributes from images, catalogs, and messy product information.
Product design, AI workflow architecture, prototyping 2026 Prototype
Value created
- Turns scattered product information into structured attributes that merchandising, search, and analytics teams can use.
- Keeps humans in the loop for uncertain or high-impact fields instead of pretending extraction is perfect.
- Demonstrates how multimodal AI can support real operational data quality work.
What I shaped
- Upload, extraction, confidence, review, and approval flows.
- Attribute schemas and validation states for catalog enrichment.
- UX patterns for comparing source evidence against AI-proposed fields.