
The process
Four steps to clarity.
01
Extraction
Upload PDF, Excel & CSV
Drop your PDF, Excel, or CSV estimates. Our AI extracts every line item, quantity, unit, and price in seconds — not hours.
- ✓PDF, Excel (.xlsx, .xls), CSV support
- ✓Automatic unit normalization
- ✓Contractor metadata capture
- ✓Per-item confidence scoring
02
Comparison
See everything side-by-side
Compare 2+ estimates in a unified matrix. Our AI matches line items across different formats and highlights what matters.
- ✓Intelligent line-item matching
- ✓Variance highlighting
- ✓Missing item detection
- ✓Scope gap analysis
03
Analysis
Spot what humans miss
Pricing anomalies, hidden costs, and red flags surface automatically. Know if bids are fair for your market.
- ✓Pricing anomaly detection
- ✓Hidden cost identification
- ✓Market price validation
- ✓Contractor reputation scoring
04
Decision
Choose with certainty
Get AI-powered recommendations backed by data. Export professional reports and track contractor performance.
- ✓Letter grades (A–F) per bid
- ✓"Best Value" / "Top Rated" badges
- ✓Export to PDF or Excel
- ✓Performance tracking over time

