The everyday work, done faster.
Five common starting points: estimating, reporting, knowledge retrieval, customer acquisition, and the back office. Each system is built to the specific business and wired into the tools it already runs on.
The systems
Example systems, each one shaped to a specific business, its workflow, and its data.
Draft · verify
Line item
Quantity
Conf.
Pool shell, gunite↳ A-1.2
1,450 SF
0.98
Paver decking↳ A-2.1
1,040 SF
0.95
Coping, travertine↳ A-2.1
232 LF
0.71
Perimeter fence + gate↳ S-1.0
168 LF
0.93
1 field flagged · est. review 4 minprice → deterministic
Data in
- An invitation to bid and the approved plan set
- The company's own cost model and rate card
Data out
- A pre-filled takeoff where every line cites its source sheet and a confidence score
- A formatted proposal in the company's own template
Economic impact
Days to minutes
A multi-day takeoff becomes a short review
Fewer errors
Every line is checked against its source before it ships
More bids
The team prices more work in the same week
The model drafts the extraction; the estimator verifies and sets strategy. Anything touching a price stays exact and traces back to its source.
How we engage
An extension of the team, an office of the AI.
We work as part of the team and ship fast. The result is more revenue and lower cost, and better days for the people doing the work.
Revenue lift
Reactivated customers, faster quotes, and capacity that manual work used to cap.
Cost reduction
Hours and overhead pulled out of the work that used to eat the day.
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