Essays on AI and data
How AI Agents Collect and Reconcile E-commerce Data at Web Scale
Variants, pricing conditions, silent breakage: what actually determines e-commerce data quality at web scale, and how AI agents change its economics.
Why Travel Data Is the Hardest Data on the Web
Travel prices are quoted, not published. Why that makes travel the hardest web data to collect, and what AI-driven collection changes about doing it honestly.
What Makes Web Data Investable
What institutional buyers actually pay for in web data: provenance, point-in-time history, coverage honesty, and the diligence questions that sort the market.
New essays by email, on AI for data collection and analysis.