Trust through measurement
Extraction accuracy
We publish how we measure — not just a number. Every figure below is reproducible with one command.
No measurement published yet — the next scheduled run will post the first figure here.
Methodology
- Fixed corpus of real-format Indian reports with hand-verified ground truth (currently — documents).
- A field passes when the extracted value is within ±1% of ground truth.
- AI and offline rule paths are measured separately — the rule figure is the floor, AI the ceiling.
- Reproduce it:
php artisan finsight:measure-accuracy(needs an AI key for the AI path). - Small corpus, honest numbers: the figure moves as the corpus grows. We publish the date with every number.
Educational analysis only — not investment advice. Verify every figure against the source filing.