Collision Estimate Analysis
Reviews estimate lines, labor operations, parts, materials, refinishing, sublet items, and common omissions to highlight areas that may deserve another look.
Next-generation estimate review
Find what your collision estimate missed.
PartsKick Estimate Scrubber uses advanced AI to review your existing collision repair estimate, OEM repair procedures, insurance guidelines, and—most importantly—vehicle photos to identify missed operations, materials, procedures, and revenue opportunities.
✓ AI photo analysis
✓ OEM procedure review
✓ Insurance guideline checks
Estimate Review
Repair Order #PK-10482
AI Review Complete
2024 SUV — Front Impact
Estimate, procedures, guidelines, and 18 photos reviewed
92
Photo-based damage opportunity
Additional adjacent panel blending may be required based on visible damage and finish transition.
OEM procedure not reflected
Calibration and post-repair verification procedure may need to be added.
Estimate line review
Potential missed labor, material, and setup operations identified.
Potential missed opportunities identified for estimator review
Estimate
Line-by-line review
OEM
Procedure intelligence
Insurance
Guideline awareness
Photos
Visual damage analysis
Four layers of review
A smarter second look at every estimate.
Estimate Scrubber brings multiple information sources together so your team can review repairs more completely, reduce missed items, and support a more accurate repair plan.
OEM Procedure Review
Helps identify repair procedures, inspections, calibrations, weld requirements, corrosion protection, measurements, and documentation that may be required by the vehicle manufacturer.
Insurance Guideline Awareness
Compares the estimate against relevant insurer requirements and review practices to help your team prepare clearer, better-supported supplements and documentation.
AI-Powered Photo Review
Uses vehicle and damage photos to uncover visible repair needs, adjacent damage, required access operations, blending considerations, one-time-use items, and other overlooked opportunities.
How it works
From existing estimate to actionable review.
Designed to fit into your current estimating workflow without forcing your team to rebuild the estimate from scratch.
1
Upload the Estimate
Import the existing collision repair estimate and related repair information.
2
Add Vehicle Photos
Include damage, teardown, structural, interior, and related repair photos.
3
AI Reviews the File
The system compares estimate content, visual evidence, OEM procedures, and insurer guidance.
4
Review Opportunities
Your estimator receives a clear list of possible missed items and supporting considerations.
Recover missed opportunities
See more than what is written on the estimate.
The most important repair details are often visible in the photos but absent from the estimate. Estimate Scrubber connects visual evidence with repair knowledge to help your team find them.
✓
Missed labor operations
Setup, access, removal, installation, test, measure, and verification tasks.
Setup, access, removal, installation, test, measure, and verification tasks.
✓
Refinish and material opportunities
Blend areas, masking, corrosion protection, seam sealer, and related materials.
Blend areas, masking, corrosion protection, seam sealer, and related materials.
✓
OEM-required procedures
Calibrations, scans, inspections, measurements, and one-time-use components.
Calibrations, scans, inspections, measurements, and one-time-use components.
✓
Photo-supported supplements
Clear findings that help estimators prepare stronger repair documentation.
Clear findings that help estimators prepare stronger repair documentation.
AI scrub in progress
Multi-source repair intelligence
Analyzing estimate data and visual evidence.
Estimate line reviewComplete
Photo damage analysisComplete
OEM procedure comparisonComplete
Insurance guideline reviewComplete
Missed opportunity reportReady
Turn every estimate into a more complete repair opportunity.
Discover how PartsKick Estimate Scrubber can help your estimators review faster, document better, and recover legitimate missed operations from existing estimates.