Independent thinking. Connected markets.Our approach to intelligence

EVIDENCE / DATA PRODUCT

Source quality & provenance

Inspect collection evidence and the quality of its transformation into data.

What the data describes

Field guide for scoping and interpretation. The final delivery schema and field availability are confirmed with a sample of the agreed dataset.

Field / conceptMeaningHow to read it
sourceSource identityDocument and original location where available.
observedAtCapture timeWhen evidence was observed.
validationValidation statusExtraction and review are separate from capture.
provenanceEvidence trailPreserve source references and payload hashes.

Updates & validity

Collection and validation events; service levels require an agreed contract.

Interpretation

Internal evidence access does not grant redistribution rights to source content.

Evidence travels with the data

Agree provider identity, observation time, source references, validation status and known missing fields. Derived analysis needs an explicit method and comparable source observations.

Choose your delivery

Discuss a scoped report, reviewed extract or entitled API integration. Freshness targets, history, support and redistribution rights belong in your agreement.

Packages to explore