Topic

Entity Resolution

3 articles tagged “Entity Resolution”.

Strategy Jul 12, 2026

Seven Investigation Tools, 45 Million Companies, One Weekend

We keep telling clients their AI project is really a data project, and that with the right semantic layer underneath, everything on top gets fast and cheap to build. So we proved it. Over a weekend we pointed Saiku and Ossie at 45 million companies of public beneficial-ownership data and built seven investigation tools on top: a live ownership graph, dashboards, a risk radar, cross-border flows, plain-English querying and a case desk. One model underneath; every surface almost free. Here's what each piece does and how they fit.

Data Strategy Entity Resolution AI Analytics

Tips May 22, 2026

Entity Resolution in Postgres: Trigrams, Jaro-Winkler, and Vector Embeddings Compared

Deduping messy real-world data, companies, addresses, people, looks like a solved problem until you do it. Here's an honest comparison of the three techniques that actually matter inside Postgres, when each one wins, and where each one quietly breaks.

Entity Resolution Databases Data Engineering Machine Learning

Strategy May 22, 2026

Why Your AI Project Is Actually a Data Project (and What That Costs You)

Most AI projects fail in the data layer, not the model layer. The slide deck is about agents and RAG; the work that decides the outcome is unglamorous data engineering nobody scoped or staffed.

Data Engineering AI Entity Resolution Data Strategy