How we source, verify, and refresh every record.
Most data providers aggregate from other aggregators. We go to the source — official business registries — and build from there. Here's how.
0M
companies
0+
markets
0+
sources
Up to 500
attributes per company
The foundation
We go to the source. Then we verify it.
Registry-first sourcing
We start with the official record — business registries, chambers of commerce, and government databases. Not aggregated from other aggregators.
Multi-source reconciliation
Every entity is cross-referenced across multiple sources. Conflicts are resolved algorithmically, then spot-checked by data specialists.
Continuous refresh
When something changes in an official registry, we capture it. Delta feeds, change detection, and continuous web signals. Every record carries a last-verified timestamp so you know exactly how current it is.
The pipeline
Collect. Reconcile. Normalise.
Collect
Ingest raw data from official business registries, government databases, and regulated data providers across 200+ markets.
Reconcile
Cross-reference records from multiple sources. Resolve entity conflicts, normalise naming, standardise addresses and codes.
Normalise
Apply consistent schema across all jurisdictions. Map to standard codes (NACE, ISIC), verify identifiers, assign confidence scores.
Freshness
If it's in a registry, we have it.
Provenance
Every data point traced to its source.
Source attribution
Every data point carries the name of the source it came from — registry, tax authority, licensed provider, or web signal.
Last-verified timestamp
Every record includes the date it was last checked against its authoritative source. No guessing how stale the data is.
Confidence scoring
When multiple sources disagree, we tell you. Match confidence is exposed so your team can set their own threshold.
Audit-ready trail
For compliance and regulatory use cases, every verification step is logged and traceable — from raw source to delivered record.
Access the data
See what our pipeline produces.
See the methodology in action.
Request a sample matched to your data and evaluate our quality firsthand.
