Verdict
What is Togal.AI?
Togal.AI applies computer vision to construction drawings: it detects and measures spaces and elements, producing takeoff quantities far faster than manual measurement.
What it does well
Repetitive 2D takeoff, and comparing drawing revisions to see what changed between issues — which is where uncaptured scope usually hides.
Who should use it
Estimating teams with consistent drawing standards and enough bid volume to justify a per-seat cost at this level.
Who should not use it
Small contractors bidding occasionally, and anyone expecting the output to be final. An estimator still owns the number.
Related reading
How we tested
Same source documents
Same job, every tool
One prompt per job
No re-rolls
Human review
Two editors, blind
Scored against the rubric
Published Sep 2026
Where it fits
Good for
- Estimating teams with consistent drawing standards and real bid volume
Not for
- Small contractors bidding occasionally
- Anyone expecting a final number with no review
Pros
- Fast, repetitive 2D takeoff from drawings
- Compares drawing revisions to catch scope changes
Cons
- Per-seat cost needs real bid volume to justify
- Output still needs an estimator's sign-off
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Meeting transcription and notes with searchable history.