Most training data
is noise.
We turn it into signal: licensed at the source, cleaned to one standard and validated by domain experts.
It arrives from everywhere.
Seven verticals, thousands of sources, no shared standard, and no guarantee anyone was allowed to use it.
Rights cleared at the source.
Every source is traced and its usage terms documented. Anything we can't license never enters the line.
Identifiers out. Structure in.
Personal data stripped and human-checked, duplicates removed, every record normalized to one schema.
Experts sign off.
Domain reviewers label, rank and verify against criteria agreed with you. Records that fail are rejected, not patched.