Setmark reads the set first and pins what deserves a second look, so the hours your reviewer does have go to judgment.
Every firm has a QA/QC step in its process. Almost every firm also has a deliverable date that does not move when the set lands late. The step that gets compressed is the one that takes longest and shows least, and that is coordination.
The set arrives Thursday and goes out Friday. The items that get reached are the ones that read quickly, and cross sheet coordination is not one of them. Nobody decides to skip it. There is no version of that Thursday where it fits.
Firm backlogs fell to 6.3 months in the second quarter of 2026, down from 6.6. At firms billing under $250,000 a year they fell from 4.9 to 3.1. AIA counts 41 straight months without a majority of firms reporting billings growth.
Setmark does not replace your reviewer. AI can read a set quickly, but it cannot exercise professional judgment or carry the responsibility that comes with it, so every call stays with the person whose name is on the review. What changes is how far they get in the hours the fee actually pays for.
Setmark's rules are authored once and then run as ordinary software. The same set produces the same findings every time, and every finding points at the sheet it came from. Nothing is generated fresh on each run.
Setmark only checks what it has been told to check, so we set up your office standards before the call. Then we run a set your team already marked up and put the two side by side. You see what Setmark caught, what it did not, and what still needed a reviewer's judgment.
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