Selected work

Production evidence, not an AI demo.

The primary consulting work replaces brittle product-data rules with flexible extraction pipelines. Agent-Ready Databases remains a separate product for enterprise data teams.

Primary consulting offer

Fortune 500 FMCG

Flexible Product-Data Extraction

A client-owned pipeline that replaced an expensive, brittle deterministic solution and unlocked new attributes for EQV calculations and richer product understanding.

4.71M+

products processed

Nine additional reliable product attributes
Product understanding and potential matching
Bundle detection and a human review interface

Separate product line

B2B product for enterprise data teams

Agent-Ready Databases

A productized metadata workflow that turns schemas, sample data, SQL templates, and steward feedback into rich AI-ready documentation for downstream agents.

metadata layers: column, table, and schema

Column, table, and schema semantics
Verified primary keys and relationships
Human-in-the-loop refinement that sticks

Prove the hard part before funding the whole system.

Start with representative source data, the attributes you need, and an agreed way to measure whether the extraction works.

Prove it on your data