Grounded answers
Every answer cites the wiki pages and source files it came from — traceable back to your own data.
Research
Grounded, not guesswork
Every answer traces to the files it came from — with confidence scores and limitations published so you know what you're working with.
How we keep it honest
Verifiable, not just confident
Answers cite the sources they came from, confidence scores are calibrated, and limitations are published — so you can verify, not just trust.
Calibrated confidence
Every confidence score is calibrated against observed accuracy, so the number means what it says.
Format coverage
Every supported format — images, PDFs, HTML, CSV, TXT — is tested at the output level before it ships.
What we publish
Honest about every result
Evaluation results and methodology publish here as they ship — no headline numbers before they're earned.
Document extraction accuracy
In progressField-level precision and recall across contracts, invoices, and receipts.
Coming soonResults land here when the extraction eval ships
View methodology Image understanding
In progressSubject and scene detection quality across image classes.
Coming soonScores publish here once the image benchmark runs
View methodology Format detection
In progressHow reliably we classify input types.
Coming soonThis bench fills in when the format eval ships
View methodology Custom fields
PlannedOutput quality when you define custom fields.
Coming soonScheduled — methodology and results will publish here
View methodology Principles
How we work
01 · Grounded in your files
Every answer cites the sources it came from — you can verify against your own data.
02 · Honest confidence
Confidence scores and limitations are published for every extraction — trust, verifiable.
Be first in line
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Files are deleted after processing — privacy by design.