Evidence first, estimates explicit
The dataset is designed to make the difference between what a source says and what an analyst infers visible at the point of use.
Collect
Company disclosures, government documents, procurement portals, regulator records, filings and specialist reporting are collected against defined entity and topic rules.
Resolve
Names, aliases, platforms, operators and programs are linked to persistent IDs so the same entity stays comparable across sources.
Classify
Records are mapped to UAV, UGV, USV or UUV, a sector, mission and lifecycle stage with the original context preserved.
Score
Field values carry Confirmed, Cross-validated, Company-claimed, UXV Searcher Estimate or Not estimable status, confidence and review date.
Review
Analyst checks document provenance, units, attribution and any calculation method before a value is delivered.