Buying business data for every project got expensive. So this got built.

21.7M

US businesses

8.6M

decision makers

286

sources

583M

records

The skills behind it

Building this incorporates eight key skills.

Data engineering

Pulling, cleaning and refreshing data from 286 sources.

Entity resolution

Linking 583 million records into one profile per business.

Database architecture

Schema design, indexing and rebuild pipelines.

Server infrastructure

Its own servers, containers, backups and security.

Predictive analytics

Measuring what usually happens next from years of history.

AI agent orchestration

Agents that research and enrich profiles, held to tested limits.

Product design

A private app that turns a question into counts, lists and reports.

Data quality

Samples checked by hand, every number traced to a real record.

Nick Angeli

Work with Nick

Hiring, or have a project this data could help?

  • A role to fillPartnerships, business development or AI automation.
  • A project to runMarket sizing, target lists, partners, sponsors.
  • A question for the dataAsk it. The answer comes from real records.
Work with Nick Nick Angeli · sdnick.com