Notes from the review lane.
How we think about confidence, review and the unglamorous parts of reading documents well.
September 23, 2026 · 5 min read
Why we report review rate, not accuracy
A single accuracy number hides the only thing a finance team feels: how often a person has to step in. Here is the metric we publish instead.
Tomas Reiner, Co-founder, CTO
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August 26, 2026 · 6 min read
What a confidence score actually promises
A score is only useful if 0.9 means nine out of ten. How calibration works, how we check it, and why thresholds belong to you.
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July 14, 2026 · 5 min read
Designing the review lane for tired people
Notes from watching reviewers work for eight hours: what we cut, what we kept, and why the best review screen is mostly empty.