AI capability

Product Data Intelligence

Turn inconsistent product information into normalized, searchable, and useful data for operations and discovery.

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Problems this capability addresses

Complex source pages
Inconsistent taxonomies
Manual product classification

Engineering capabilities

Web data extraction
Normalization
Entity resolution
Classification
Search enrichment
Quality review

Intended outcome

Consistent product data that can be searched, reviewed, and reused across systems.

Production discipline

Useful AI with explicit controls

We use deterministic systems where they are sufficient and AI where it improves the outcome. Evaluation, access, cost, failure handling, and human review are part of the architecture.

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