Platform
Editable takeoff, every row source-linked.
AI Takeoff produces line items the way a senior estimator would — reading schedules, plans, and specs in concert — and gives you an editable spreadsheet where every row points at the exact sheet, detail, and spec section that justifies it.
Commercial trades + active-learning extension
Symbol library
Customer-validated outcome
First-pass accuracy
Live
Edits propagated
What this delivers
Outcomes, not just features.
- Editable line items with quantity, unit, labor hours, and cost
- Source attribution per row: document + page + bbox + ocr_snippet
- Spec-paragraph linking via the bidirectional evidence graph
- Symbol library that learns from your corrections
- Confidence score per row so you know which to review first
AI Takeoff features
The mechanics behind the headline.
Symbol library + active learning
Per-trade symbol library that grows as you confirm or correct detections.
Schedule-table reader
Tabular schedules — fixtures, panels, equipment — become structured rows without retyping.
Multi-AI consensus
Cross-validates claims between vision and text models so single-model hallucinations are caught.
Live propagation
Edit a quantity, the proposal and bid waterfall update without a re-run.
Related pillars
Threads through the rest of the platform.
Frequently asked
Questions about AI Takeoff.
- Can I bring my own labor units?
- Yes — org-level overrides win over the platform defaults.
- What happens to my edits if the takeoff is regenerated?
- Edited rows are pinned (reviewed_by_user=true) and survive re-extraction.
Next move
See AI Takeoff on your real bid.
Pilots run end-to-end on real plan sets. Bring one we should review.