find_missing
Does this LEI-holding company exist in the registry its jurisdiction expects? 6 national registries. Free key, pay per use.
NKO DATA LABS
Data that doesn't exist. Until we build it.
Independent Industrial Reality
What was declared, versus what physically exists. Measured independently, with evidence.
We measure physical change in real-world assets from public data — and compare it against what was officially declared. Machine-readable, evidence-backed, self-service.
Products
award_counterparty_state
A company won a real EU public contract (TED) — is it still active, dissolved, or in insolvency today? ES/FR/GB/HU, same engine as find_missing. Free key, pay per use.
physical_change
How much did this site physically change between two dates? LiDAR-validated; 390+ measured sites published with downloadable evidence.
china_industrial_reality
Chinese industrial projects in Europe: declared status vs documented reality. Request access.
license_drift
Watch AI dataset licenses for silent changes before you ingest.
verified_negatives
LiDAR-verified no-change polygons: hard negatives for change-detection models. Free on HF & ModelScope.
landfill_reality_delta
What EPA declares about a landfill's fill rate vs. what we independently measure — 330 US sites, including a real, quantified blind spot in the sensor itself. Free, CC-BY 4.0.
NKO Reality Check #002
Vulnerability severity across independent sources (NVD, GHSA, vendor PSIRTs, CISA-ADP) — 53.2% disagree on severity category when more than one source scores the same CVE. Free checker, paid batch up to 10,000.
Traceable by design
Products are built around provenance, confidence and clear separation between observed, derived and inferred information.
Every answer distinguishes what was declared from what was independently measured — never blurred, always labeled.
Designed for technical teams.
Structured and unstructured data · API-ready delivery · entity resolution · temporal and geospatial intelligence · provenance · confidence scoring · edge-case and reality intelligence.
find_missing — checks whether an LEI-holding entity has a high-confidence match in the national commercial registry its own declared jurisdiction would expect (UK Companies House, Spain BORME, France SIRENE).
pip install nko ·
API ·
GitHub ·
PyPI ·
Product page
Buyer Support & Contact
Product questions, buyer support or custom data requests?
NKO Data Labs provides direct support for prospective and existing customers, including product information, marketplace assistance, data delivery questions and custom data requirements.
contact@nkodatalabs.comLegal company
NKO LLC
Operator of NKO Data Labs
Registered agent: Harvard Business Services, Inc.
16192 Coastal Highway
Lewes, Delaware 19958
United States
Buyer & technical support:
contact@nkodatalabs.com
Support requests are normally answered within one business day.