AreaNova Takeoff ReviewPay-App Evidence Preflight
A101 · flooring takeoff · review required
Estimator workstation with evidence preflight dashboard and plan takeoff overlays
Customer path: verify the A101 flooring takeoff before payment evidence or export.
Synthetic A101 floor plan
A101 model pipelineSource: plan image + OCR/spec evidence.
ScaleKnown scale locked before quantity trust.
OCR / PDFDemo OCR linked to room labels and finishes.
Image ModelFront image updates from selected model.
Floor PlanA101 floor plan is linked to takeoff rows.
A101 linked floor plan structure
A101 linked floor-plan structure Demo room polygons, OCR finish labels, and estimate rows are linked for review. Public-plan OCR confirmation still requires corrected truth text.
Scale locked · OCR/spec linked · estimator review required
Improvement Test Only keep OCR floor-plan models with a spec-style image, OCR/PDF proof, zero sampled review holds, and scale held for calibration.
10 screened
3 kept
7 removed/held
Scale GateA101 · known scale · OCR indexed
Quantity ProofFlooring · area, base, transitions
Review StatusEstimator review · QA controlled
Export GateMarked plan · issue log · non-payable CSV
Extracted Sheet Data
A101Detected sheet
94%Title block confidence
2,960 SFFloor area measured
$27,297Draft total
Bid Readiness
--
Review required
Quality state has not loaded.
MVP Build Priority
Customer-Ready Additions
Non-Negotiable Rule Gate
R&D Mandate Checkoff
R&D Research Evidence
Proof Study Workspace
--Real plan sets
--Time proof
--Scope misses
--Proof status
Buyer Validation Board
--$750 asks
--Pay signal
--Decision owner
--Validation
PDF OCR Verification
--Plan sets
--Review pages
--Verified pages
--Improvement notes
Plan Intake Review
--Source routes
--Staged PDFs
--Truth gaps
--Source decision
OCR queue loading...
Automation Training Gate
FinishFirst auto lane
6/6Owned fixture fields
0/--Public OCR qualified
TrainingAuto-estimate status
GC Evidence Pack
--Bid range
--Risk reserve
--Quantity confidence
--Close packet
Payment audit GC research Export proof
Buyer Review Queue
--Review lines
--Approved
--Exceptions
--Export gate
Customer Fit Checklist
Mobile starts with the GC decision path. Full QA, proof, model, and estimate details stay available when needed.
Super App Command Center
--Operating score
--App readiness
--Revenue signal
--Next build
Pay-App Evidence Preflight
--Demo OCR
--Packet build
--Payment defects
--Packet status
GC Payment Stress Test
--Draw requested
--Review amount
--Held back
--Audit defects
Before / After Proof
3hManual baseline
0mActive review
--Time saved
--Efficiency gain
Efficiency Test
No efficiency steps logged yet.
Research Recommendations
Wedge: Pay-App Evidence Preflight, not generic AI takeoff.
Moat: Source proof, missing-evidence owners, audit trail, and review-only payment controls.
Buyer: Small GC, PM, estimator, or pay-app admin losing time on missed scope and rejected draw backup.
Offer: Reviewed evidence packet with marked plan, issue log, CSV, retainage/CO/waiver/material checks, and non-payable sample output.
GC Human Research Lab
--Learning score
--Pain signal
--WTP signal
--Next question
GC Trust Checklist
Pilot Recommendations
Pilot Sign-Up
No pilot request saved
Capture local interest before adding a backend.
Pilot Workspace
--Source fingerprint
--Review history
--Revenue ready
--Workspace export
Construction Review Model
DMAIC Control
Control Metrics
--First-pass yield
--Open defects
--Review owner
--Next action
Quality Gate
Defects / Risk
Open Items / Assignments
Scope Gap Watch
Revision Delta
Selected Area
Lobby 101
LVT-1 · 522 SF · 86 LF base · confidence 93%
Design Preview
Source Proof
Audit Trail
Quantity Review
Room Finish Area Base Conf.
Estimate Preview
Item Qty Total
Export Preview