Data scraping & ingestion.

The internet is the largest, worst-organised 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 pipelines that handle the thousand small indignities of the open web and land a clean table at the other end, with sources, timestamps, and a row count you can defend. We remove duplicates hard and keep yesterday's data meaning what it meant yesterday.

Where the rules allow it, we collect. Where a cleaner source 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: data you can trust enough to make a decision on.

We also help you read your own data, because a pipeline that lands in a dashboard nobody opens is a pipeline that is slowly lying about itself.