Vehicle Condition Intelligence™

Vehicular damage detection and repair estimates in seconds.

Kayra turns the cameras and phones already in your operation into an automated vehicle inspector — detecting damage, localizing it to the part, and pricing the repair. No six-figure scanning tunnel. Just a diagnostic-grade condition report, instantly.

11M+ labeled vehicle images  ·  70%+ inspection labor saved
SCAN 002847complete · 1.4s
TIRE CONDITION6.4mm tread · Good Condition
DENT · FRONT LEFT DOOR+$485 · 96% conf
SCRATCH · FRONT RIGHT DOOR+$265 · 98% conf

Trusted by operators and their partners

ACRA Edge Pennoyer Partners

The problem

Manual inspection is slow, subjective, and difficult to audit.

For decades, vehicle condition has been judged by eye and recorded by hand. The cost shows up in disputes, write-offs, missed repairs, and lost time at every return lane, service bay, and yard.

Labor

Manual walk-arounds

Minutes per vehicle, inconsistent by staff and shift, a throughput bottleneck at every lane.

Disputes

Subjective grading

Damage attributed by judgment, not evidence — so recovery gets challenged and often lost.

Leakage

Unrecorded damage

Damage missed at intake becomes revenue leakage and missed repair-and-recovery opportunities.

Risk

No audit trail

Weak claims support and poor accountability when there's no timestamped record tied to the vehicle.

The platform

Imagery in. Diagnostic-grade report out.

A vehicle moves through the capture environment. Kayra returns an audit-grade condition record in 1–2 seconds — tied to the vehicle, localized to the part, priced, and ready for your back-office system.

  1. 1

    Capture

    Cameras or phones

  2. 2

    Identify

    Vehicle & plate

  3. 3

    Detect parts

    Localize panels

  4. 4

    Detect damage

    Type & severity

  5. 5

    Report

    Estimate & score

Kayra × AVIS inspection dashboard showing a vehicle report with damage images, scan history, and download controls.

Capabilities

One scan. The whole condition picture.

Year-make-model agnostic. Kayra is trained to recognize damaged versus undamaged representations rather than relying on rigid catalog comparison.

Identify

Every scan tied to a known vehicle

Kayra detects the vehicle, reads the license plate, and binds each capture to a vehicle record — so condition history follows the car automatically through scan after scan.

  • Vehicle detection & make/model identification
  • License plate recognition (LPR)
  • Automatic scan-history tracking per vehicle
A car identified inside a detection bounding box with make, model, and a 98.7% confidence score.

Localize

Damage pinned to the exact part

Parts detection maps the body into discrete panels and components, so every defect is attributed to the precise part it sits on — front fender, driver door, rear quarter — not just "somewhere on the car."

  • Panel-level segmentation
  • Damage localized to the affected component
  • Cleaner, defensible attribution
Top-down car diagram with damaged panels highlighted — back bumper and left rear fender — alongside photo evidence of each defect.

Detect & price

Damage detection with a repair estimate

Dents, scratches, paint defects, body damage, fluid leaks, tire wear, and missing parts — each detected, graded for severity, and priced at vendor rates into a single condition score and repair estimate.

  • Multi-class damage detection & severity
  • Repair-cost estimate at vendor rates
  • A/B/C condition score per vehicle
Two views of a vehicle with the damaged back bumper highlighted and defects tagged — rub and scratch detected.

Integrate

Results flow into your systems

Every report is delivered over a clean API, so condition data lands directly in your rental, fleet, shop, claims, or enterprise systems — with the photographic evidence and timestamp attached.

  • Structured JSON condition reports
  • Rental, fleet, shop, claims & BI integrations
  • Timestamped, evidence-grade audit trail
A JSON condition-report API response with vehicle, plate, score, itemized damage, and confidence.

Value by vertical

Operating outcomes across automotive.

The platform is the same; the outcome matches the workflow. Kayra's value compounds differently across the operations that move vehicles at volume.

Rental 800×500 · JPG Rental return lane — staff inspecting a car at drop-off.

Rental operators

Less inspection labor, faster returns.

Better damage attribution, fewer disputes, recovery that holds up.

Fleet & logistics 800×500 · JPG Fleet yard with rows of vans/trucks.

Fleet & logistics

Condition monitoring across distributed assets.

Maintenance prioritization, asset accountability, less unplanned downtime.

Quick-service 800×500 · JPG Service-bay intake, technician with a tablet.

Quick-service automotive

Higher service capture and average ticket.

Standardized intake, defensible documentation, grounded upsell.

Dealership 800×500 · JPG Dealership lot / used-car front line.

Dealership & remarketing

Consistent appraisal and condition grading.

Trustworthy evidence for listings, trade-ins, and inbound transport.

Insurance & claims 800×500 · JPG Adjuster reviewing damage documentation on a screen.

Insurance & claims

Damage documentation and triage.

Fraud reduction, subrogation support, audit-ready records.

Don't see your operation?

Auction, transport, OEM warranty, body & collision.

If you move vehicles at volume and condition documentation is part of the workflow, let's talk.

Tell us about your use case →

Open Capture Architecture

Low-cost capture. No proprietary portal.

The intelligence runs in our cloud; the capture runs on hardware you already own or buy through ordinary channels. No six-figure scanning tunnel, no civil works, no front-end vendor lock-in.

Open Capture Architecture: existing cameras and phones send imagery to the Kayra cloud, which returns condition reports to rental, fleet, shop, and claims systems.

Capture — your hardware

IP cameras · fixed lanes Phones & tablets
↓  imagery

Kayra Engine

  • › identify vehicle
  • › detect parts
  • › detect damage
  • › estimate & score
↓  report · API

Your systems

Rental / fleet Shop / service Claims / legal Enterprise / BI

No proprietary portal · No on-site GPU · No civil works

Mobile capture

The phone in your staff's pocket is already a Kayra sensor.

For mobile inspection, no specialist hardware is needed. Your existing iOS and Android devices become Kayra capture devices — scan the vehicle, and the diagnostic-grade report arrives in seconds.

  • iOS and Android — no dedicated device required
  • Guided capture workflow on-screen
  • Offline-tolerant, syncs when connected

01

No proprietary portal

No fixed scanning tunnel and no six-figure capex per site. The capture footprint stays small enough to fit any operation.

02

Customer-supplied cameras

Standard IP cameras for fixed lanes; the phones and tablets your staff already carries for mobile inspection.

03

Defined capture standard

Flexible but not arbitrary. Image quality is governed by published specs for resolution, shutter, lighting, standoff, and mounting.

04

Cloud processing

Inference runs in our cloud. No local GPU, no capture PC, no trigger hardware, no pavement loops. Capital costs stay near zero.

05

Repeatable site geometry

Once a capture environment is validated, the same configuration replicates cleanly. New sites come online in days, not quarters.

Want the capture spec?

Capture-standard specifications and validation metrics are available under NDA.

Request the spec sheet →

Deployment

From site survey to production use.

A controlled, sequenced rollout — eye-level cameras, simple pedestals, ordinary networking, no proprietary capture host.

  1. 01

    Site survey

    Deployment recommendation and readiness checklist for the candidate location, vehicle classes, and throughput profile.

  2. 02

    Capture setup

    Inspection-grade capture environment installed against the published standard. Mobile capture configured on your existing devices.

  3. 03

    Integration

    Reporting flows and API linkage to your rental, fleet, shop, or claims system. Role-based access for ops, finance, and legal.

  4. 04

    Calibration

    Validated imaging quality and model confidence against your specific vehicle classes and site conditions. Capture standard locked.

  5. 05

    Go-live

    Live vehicle condition intelligence in your production workflow, tracked against agreed success metrics.

Validation

Field-tested platform. Documented outcomes.

Kayra is not a conceptual prototype. The technology has run in production environments, on top of a substantial proprietary data asset.

70%+

Inspection labor reduction documented in a multi-year rental-return deployment.

98.5%

Defect-detection accuracy in a manufacturing QA deployment, vs an 87–88% manual baseline.

11M+

Labeled vehicle images in the proprietary training corpus behind model performance.

Platform roadmap

Inspection is the wedge. The platform is condition intelligence.

Automated inspection ships today. The same structured condition data extends across maintenance, claims, residual value, and fleet analytics as it drives more workflows.

01

Automated inspection

Replace the manual walk-around with digital evidence.

Live today

02

Maintenance

Identify the vehicle's service and maintenance needs earlier and more consistently.

03

Repair workflow

Route detected issues into estimate and parts workflows automatically.

04

Claims

Back insurance, subrogation, and disputes with evidence-grade records.

05

Residual value

Improve appraisal, remarketing, and asset valuation.

06

Fleet analytics

Track condition, utilization, and maintenance priorities at scale.

07

Data products

Anonymized condition intelligence for insurance, OEM, and aftermarket.

Get started

Start with one pilot site.

Pick a use case — rental return, service intake, fleet yard, dealership appraisal, or claims documentation. One representative site, defined success metrics. Validate the value before network rollout.

Talk to us about a pilot

Or write to hello@kayraintel.com