Data quality
Data has to be usable and verifiable
Sharing data is only worth something if the recipient understands what it means and what
it rests on. Five questions are central to our approach.
Auditable where it needs to be
Sometimes a buyer, financier or independent assessor has to establish how information came about. We record not just the outcome but the source data, documents, processing steps, calculations and changes, so it can be reconstructed.
How far this goes depends on the application and the agreements involved. Auditability is built in when the case calls for it — not an audit performed, a certification, or approval by an auditor.
- Origin
- Which source does the data come from?
- Currency
- When was it recorded or updated?
- Completeness
- Is information missing that the decision needs?
- Meaning
- Do the parties involved use the same definitions and units?
- Traceability
- Can data, processing steps and corrections be followed back?