Data pipelines & enrichment
Pulling data from scattered sources on a schedule, cleaning and de-duplicating it, enriching it against external records, and landing it somewhere usable.
Scope a buildWhat this is
Reports and decisions are only as good as the data under them. We build the pipeline that gathers data from your sources — apps, exports, third-party APIs — normalises it, removes the duplicates, fills the gaps from external records where allowed, and writes a clean, current dataset your team and your dashboards can rely on. It runs on a schedule, logs what it did, and flags the rows it couldn’t resolve.
What you get
- Scheduled extraction from your sources with retry and logging
- Cleaning, de-duplication and normalisation to one shape
- Enrichment against external records where terms allow it
- A clean dataset in your warehouse, database or sheet
- A record of what changed and which rows need a human
How we start
We take one messy source and one clean output you want, build that path end to end, and add sources once the shape is proven.