AI Scope Matching
Every bidder names it differently. The AI matches and merges — into one line.
Synonyms and aliases are reconciled automatically — four ways of naming the same scope merge into one comparable line at up to 96% confidence.
Synonyms & aliases reconciled automatically40–70 line items, dedupedRe-merge or split anytime
From Gaps to Leverage
Every blind spot becomes a clarification — and a negotiation.
Clarification letter ready
Scope Clarification
TO: INFINITE AIR MECHANICAL · HVAC
01Energy Recovery Ventilators — Material Supply
INCLUDED
07Cutting, Coring & Patching
NOT INCLUDED
08Firestopping & Fire Caulking
ADD'L COST · $2,400
18General Labour Rate — Unit Rate
AVAILABLE · $95/hr
WORKBOOK APPENDIX · CONFIRMS THE MATRIX
12 INCLUDED
5 NOT INCLUDED
8 ADD'L COST
Cheaper per m²
Level apples-to-apples and stop overpaying for hidden scope.
Review more quotes
Minutes, not days — compare 2–30 bids at once.
Negotiate the gaps
Turn every NOT-STATED item into a priced concession.
Evidence on Every Cell
Right-click any number — see exactly where it came from.
Every value links to the exact line in the bidder's PDF — no black-box numbers. Page-level citations confirm the matrix.
RIGHT-CLICKany cell to trace it back to the source PDF
SCOPE ITEM
INFINITE
AIR
28
MECHANICAL
PERFECT
AIR
MR
COOL
:01HVAC Base System
$887K
$1.05M
$1.13M
$1.16M
:02Sheet Metal Ductwork
INCL
$146K
INCL
EXCL
:03HVAC Controls
$10K
EXCL
INCL
$36K
:04Make-Up Air Unit
$42K
INCL
EXCL
INCL
Every value traces to its PDFPage-level citationsOverride with one click
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See it in action
Book a live demo and see how ConstraLabs works on a real project. Tell us which products you're interested in and we'll tailor the walkthrough.