Prepared for
![DriveTime]()
An interactive ROI model. Adjust any assumption below.
Fairway scans every incoming title at intake and returns reassignment eligibility, embedded NMVTIS checks, and auto-generated resolution forms. 50-state coverage, production today.
Built for the work your 30 person centralized AZ team does today on titles arriving from 300+ auctions.
Pass/fail per title with the exact defect, affected field, and correction path flagged. 50-state rules, 3,000+ county overlays.
Junk, salvage, and theft flags surface with every scan. No separate portal or manual lookup required.
Affidavits of correction, POAs, and reassignment forms auto-generated and pre-filled when issues are flagged.
Defaults reflect DriveTime discovery data. Change any input to match your internal numbers.
Clerks eliminated from the AZ validation team. At defaults: 50% of 30 = ~15 seats.
Price per scan fixed at $0.50.
OCR/ML, backend rules, platform, PM. Default assumes 4 engineers + 1 PM.
OCR on handwriting + checkboxes, plus 50-state reassignment rules. Aggressive. Most greenfield builds slip.
On time, to spec, meeting production quality across 50 states.
Rules updates, DMV change monitoring, OCR model ops, infra.
LLM/model inference cost per title, post-deploy. Runs in parallel with maintenance.
Handwriting, checkboxes, signatures, stamps across varied 50-state forms. Off-the-shelf gets you to 70-80%. Production-grade requires fine-tuning.
Cleaning, normalization, cross-field consistency. One misread VIN or missed checkbox kills the deal downstream.
Reassignment logic encoded across 50 states with county overlays. Testable, maintainable rules with coverage for every edge case.
Multiple rule changes per state per year. Under-invest and accuracy degrades, clerks revert to manual, and the ROI evaporates.
We can adjust any assumption against your internal build spec. Typical Fairway deployments begin value capture within 60-90 days.
Schedule a working session