Many systems. One record.

We bring data from many systems and sources into one place, keep it up to date and record where every value came from.

The challenge

Analysis fails long before the model, in the data underneath.

Values arrive late, change format without warning or disappear from a source. A pipeline that cannot say where a number came from cannot be trusted with a decision.

We build pipelines that fetch, check and store the data, flag what is missing and keep the trail from every value back to its source. The CERES pipeline alone holds about a million records and twelve million rainfall values.

What we deliver.

  • Fetch data from your systems, partners and public sources on a schedule.
  • Check every batch, and flag what is late, missing or out of range.
  • Keep the trail from every value back to its source.
  • Store it in Europe, in a database you can query.

How it works.

Map
We list every source, how often it changes and who owns it.
Build
One source at a time, each checked before the next is added.
Run
We run it on our servers in Europe and watch it every day.