Extraction reliability

We are not selling a parser. We are selling the knowledge that the parser broke before your Monday client report did.

Canaries

Twenty golden prompts with known-good response shapes run every fifteen minutes, per surface, per country. Schema drift raises parser.degraded before customer runs start failing.

What we commit to

• 95% extraction success rate per surface, measured weekly and published.
• Every result carries the parser_version that produced it, so you can re-derive history after a parser change.
• Failed extractions are never billed and never silently returned as zero.