AI Ride-Share Vehicle Verification

Confirm driver vehicles are clean, undamaged, and brand-compliant — at onboarding and on a recurring schedule — using AI-verified photo inspections drivers can complete in under two minutes.

<2 min
Avg. inspection time
70%
Faster driver onboarding
95%
Photo-quality acceptance
$0.50
Per handoff inspection

Check-in and check-out

Vehicle handoff inspections

Document condition every time a vehicle changes hands. The driver follows a guided link, each photo is checked on the spot, and a Pickup is compared with its Delivery.

$0.50USD

per completed inspection

Up to 15 retained photos included.

No setup fee. No monthly minimum.

Handoff inspection volume rates
Completed inspections each monthUp to 15 photos
First 1,000$0.50
Next 4,000 (1,001 to 5,000)$0.40
Above 5,000$0.35

Each monthly volume rate covers only the inspections within its band. Additional retained photos cost $0.03 each beyond 15, up to 30 total.

Photo allowance: Count the photos retained in the completed inspection, including damage close-ups. Interior, exterior, VIN and odometer photos share one allowance. A replacement or retake does not add another photo. Agree the required views and maximum photo count before capture. Optional photos the person adds count toward the total and any overage, up to the maximum you configure; the standard template never exceeds 15. The borrower does not choose a paid upgrade. More than 30 photos requires a custom scope.

What counts: Each completed Delivery, Pickup or standalone inspection counts as one inspection, whether its outcome is clear or flagged for review. A loan or rental with both a Delivery and a Pickup counts as two. Links that expire or are never submitted are not charged.

Not charged again: The first 15 retained photos, retakes, report downloads, and webhook redeliveries are included in the inspection price. Additional retained photos cost $0.03 each, up to 30 total. Replaced or removed photos do not add to the retained-photo count. Inspection photos are never billed again as single-photo API checks.

Production access is arranged with sales. Larger deployments can discuss custom terms. Detailed vehicle appraisals and the single-photo API are separate products with their own prices. See how handoff inspections work.

Manual Vehicle Inspections Don't Scale

Common challenges teams face without automated verification

Slow Onboarding

Mandatory in-person inspections at a hub take drivers off the road for hours. Many never come back, killing your supply pipeline.

Inconsistent Reviewers

Hub staff apply standards differently. A car that passes in one city fails in another, frustrating drivers and exposing the platform to claims.

Stale Vehicle Data

A vehicle approved 18 months ago may be in completely different shape today. Without recurring checks, ride quality drifts down silently.

Brand Damage From Bad Vehicles

Cracked windshields, ripped seats, missing trade-dress decals show up on rides and tank the rider experience.

Liability Exposure

When something goes wrong, regulators ask for proof the platform inspected the vehicle. Without structured evidence, exposure compounds.

How It Works

1

Driver Walkaround

Driver opens the inspection in the driver app. Verdict Capture's SDK guides them through six standard angles — front, rear, both sides, interior front and back.

2

AI Standards Check

On-device AI verifies each photo meets quality bars and checks for required elements (trade-dress decal, clean interior, no visible damage).

3

Auto-Decision or Escalation

Clean inspections auto-approve and the driver is back on the road. Borderline cases route to a human reviewer with structured AI annotations.

4

Recurring Audits

Vehicles are re-inspected on a schedule (monthly, quarterly) or triggered by rider complaints — without requiring an in-person hub visit.

Key Features

Six-Angle Capture Flow

Structured walkaround captures front, rear, both sides, and interior shots. The flow is configurable per market for local requirements.

Trade-Dress Detection

AI confirms required decals, lights, and brand identifiers are present and positioned correctly per local TNC regulations.

Damage & Wear Scoring

Identifies dents, cracked windshields, missing trim, ripped upholstery, and other visible defects that disqualify a vehicle.

Cleanliness Assessment

Optional cleanliness model flags visible trash, stains, and clutter in the cabin — addressing one of the top rider complaints.

VIN / License Plate Spot-Check

Confirms the photographed vehicle matches the driver's registered vehicle, catching the 'inspect one car, drive another' fraud pattern.

Compliance Dashboard

Operations sees real-time inspection status by market, vehicle class, and recurrence cycle. Auto-suspend rules can pull non-compliant vehicles off the platform.

Measurable Impact

70%
Faster Onboarding

Time from driver signup to first ride

-65%
Hub Visits

Reduction in mandatory in-person inspections

+0.3 stars
Avg. Rider Rating

Lift from fleet-wide cleanliness checks

<2 min
Driver Inspection Time

End-to-end walkaround duration

Frequently Asked Questions

Onboard Drivers Faster, Audit at Scale

Cut hub visits, lift fleet quality, and protect the rider experience. Start your free sandbox today.

What do you need to verify?

Tell us about the evidence, the decision and the workflow around it.

Discuss your workflow