Web → table
The internet is a database.
06 / 08 · Service
Scraping & ingestion.
Bringing the world's data to your database. Delivered clean.
§ Manifesto What we actually do
The part nobody reads. The part that matters.
The internet is the largest, worst-structured database ever built. Most of what any business needs is already public. In directories, in tenders, in public records, in the footers of competitor sites. The work is not finding it. The work is collecting it without lying to yourself about what you collected.
We build ingestion pipelines that handle pagination, JavaScript rendering, anti-bot, geo-fencing, and the thousand small indignities of the open web. We deduplicate hard, normalise aggressively, and version every schema change so yesterday's data still means what it meant yesterday.
Where terms of service allow it, we scrape. Where an API exists, we prefer it. Where a human is the source of truth, we build the form a human would actually want to fill in. The goal is always the same: a clean table at the other end, with provenance, timestamps, and a row count you can defend.
We also teach you to read your own data, because a pipeline that lands in a dashboard nobody opens is a pipeline that is slowly lying about itself.
§ Stack How we build it
Tools chosen, not inherited.
§ Evidence Things we have actually shipped
Not a case study.
A receipt.
§ Next If any of this resonates
Commission
something.
We answer real questions in a real window of time. Hello always beats a form.