Founding engineer, three-engineer team, venture-backed startup. 2025 to 2026.
Geospatial business intelligence platform
A location intelligence platform covering 67.5 million businesses in 30 countries. A site-selection or network-planning team asks what is around a location and gets an answer in seconds, through a dashboard, an API or directly inside an AI assistant.
- 67.5M
- business entities
- 2.7s to 27ms
- spatial query after index work
- 10M+
- pages crawled
How data moves through it
Relevant to you if
You sell or plan against location data, your analysts answer the same questions by hand every week, or you want your data usable from inside AI tools, not only from a dashboard.
What it changed
Two enterprise pilots secured, with a global real-estate developer and a national telecom operator, on a platform a three-engineer team took from empty repository to pilot-ready in two months. The data model, API, MCP server, crawler infrastructure and dashboard were my part.
How it works
- One database of 67.5 million businesses across 30 countries, indexed by location, so a question about everything within ten minutes of a site is answered in milliseconds instead of by a study.
- The whole corpus refreshes every month without taking the product offline, and only real changes reach customers, so the data stays current and quiet.
- A crawler enriched millions of records with contact details and documents, with AI extraction checked against a test set before anything went live.