Use Cases · Construction
Win the bid. Keep the margin.
Pricing engines, technician scheduling, demand forecasting, and voice-driven estimating — built on your project history and deployed into the workflows your estimators and dispatchers already use.
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+12%
gross profit on repriced segments
90 Days
from kickoff to production system
30+
variables modeled per bid
Every estimate is a bet. Most are placed blind.
Estimators discount “to be safe,” schedules get built by gut, and demand surprises turn into overruns. On similar jobs, margins swing ±18% for no visible reason — that variance is unpriced risk.
Your project history already knows which jobs, customers, and conditions make money. We turn it into systems that act on it.
How it works
Price to win and hold margin
A bid-pricing engine on your win/loss history — segment-level guidance with win probability and profit impact per adjustment.
Schedule the right crew
AI matching of project needs to technician skills and availability — the right person on the right job at the right time.
Forecast demand and materials
Anticipate project demand, material needs, and cost movements before they become overruns.
Estimate by voice
Spoken field observations become structured estimate data — dimensions, specs, service details — hands-free and mapped to your pricing.
What you get
- ✓A pricing engine your estimators actually use — explainable per bid
- ✓Optimized technician schedules matched to skills and availability
- ✓Demand and materials forecasts tuned to your project mix
- ✓Voice-to-estimate pipeline that cuts manual entry and errors
Start with Structure
Get Your Free Business Physics Diagnostic
20 minutes. We’ll show you where variance is costing you money.
In 20 minutes, we’ll map the hidden forces driving your outcomes - and show you exactly where variance is costing you money.
No pitch. No fluff. If there's no structural insight, we'll tell you.
You'll leave with
- ✓The 3 dominant forces shaping your results
- ✓Your top noise sources (and which ones are fixable)
- ✓A Predictability Score for your current system
- ✓A 90-day action plan - whether you work with us or not
Ready to map the physics?
Private, explainable, and deployment-ready systems.
A 20-minute structural assessment. Zero fluff.
Not ready to talk?
Get the Self-Assessment →Download our 1-page Business Physics Self-Assessment and diagnose your own system.