Demo evidence run · adapters ready

Turn a vendor quote into a decision you can defend.

Extract every term, benchmark it against live market evidence, and keep a replayable record of what the AI found—and what a person approved.

PDF

ACME Packaging — Q4 quote.pdf

12 pages · demo extraction · Quote #AC-1048

Quoted total

$48,920

Market estimate

$41,080

Opportunity

$7,840

Evidence confidence

91%

Line itemQuotedMarket medianVarianceAssessment

32 ECT corrugated box

$1.14$0.91+25.3%High

Kraft void fill

$31.40$29.80+5.4%Fair

Freight & handling

$4,120$2,860+44.1%High