Keep the origin visible.
Store the original source, document reference, access date and last verified date.
Data & AI methodology
Fast analysis with a visible source trail.
AI structures and compares project information. It does not replace verification of the current procurement source.
Show uncertainty.
Distinguish exact document evidence from public-summary context and missing fields.
Verify before action.
Dates, addenda, eligibility, quantities and procurement instructions can change.
Quality control
Low-confidence records should not be published automatically.
Conflicting quantities, inaccessible documents, duplicate records and uncertain technical fields belong in Review Required.