Data that arrives messy and has to become something people can rely on. These are the places it shows up most.
Monitoring, lab and field data rebuilt by hand every reporting cycle.
Results arrive as lab exports, field sheets and database outputs, and each reporting period someone rebuilds the same tables. We build reporting that checks every result against its limit or target and keeps an exceptions log.
This is where most of our delivered work is.
Supplier catalogues and item records in every format, none of them matching.
SKUs, units and supplier names differ from file to file, so the item master drifts and orders, pricing and reports disagree. We clean and standardise the records, and every line we can't resolve safely goes on an exceptions list.
Legacy client, member or donor records too messy to migrate on schedule.
Before a move to a new CRM or ERP, the old records need deduplicating, mapping to the new fields and checking. We prepare the data so the migration team loads clean records and a short list of exceptions.
Location reports that don't line up, so nobody can compare them.
Each site, store or depot reports in its own format. We bring the numbers into one structure and build reporting that compares locations on the same basis every month.
Thirty minutes. You bring a data problem — a file that won't cooperate, a report that takes too long, a submission that keeps failing. We'll tell you what's actually going on.