Twice a day,
the fleet checks itself.

AI compares the prior inspection with the current six photos. Possible damage and inconclusive photos move up the queue with photo-level context; a dispatcher makes every final decision.

Unique shifts analyzed
967
Historical auto-reviewed
670
Stored AI findings
347
app.fleetelevera.com / ai-scanDETAIL · 94%
94%61%OKVAN-4493 · pos 02-right · today 07:14
Verdict
POSSIBLE DAMAGE
Confidence
94
Auto-routed
Top of queue

Pay for deep looks only when needed.

A low-cost pre-screen runs over every shift twice a day. Only unclear or potentially damaged photos go to the larger model. Every result stays in the human review queue.

Tier 1CHEAP

SCREEN

A lightweight pass over every shift. Three review buckets: Clear, Inconclusive / retake, or Possible damage.

VAN-4377 · OK · 02shuman review
VAN-4493 · SUSPICIOUS · 03s→ DETAIL
VAN-4520 · OK · 02shuman review
Tier 2EXPENSIVE

DETAIL

The larger model examines only escalated shifts and returns confidence, affected photo IDs, damage type, severity, vehicle area and reasoning — never a bounding box.

VAN-4493 · reasoning

“Possible new diagonal scratch on the right rear quarter panel, not visible in the prior inspection. AI flag for dispatcher review; not confirmed damage.”

Metered per scan. The detailed pass runs only when screening flags a shift.
See pricing

Sales can enable it. Only you flip it on.

The plan flag ai_photo_analysis_enabled is decoupled from the opt-in flagai_photo_review_opt_in. Your Pro plan unlocks the feature. You decide when to start spending.

  • Single toggle in Owner → Settings
  • Spend caps configurable per organization
  • Per-route or per-vehicle disable available
  • Crontab is gated server-side, can be paused in one click
owner.settings → AIPRO
AI Photo Analysis
Run vision pipeline twice daily
Daily spend cap
€ · soft limit, will alert at 80%
€40.00
Human review required
AI never closes an inspection
Proven in a real DSP operation

Aslan kept every shift on the same evidence trail, March to August 2026.

36 vehicles, 1,292 completed shifts, and 7,710 inspection photos through 24 July 2026. Production data excludes demo records; financial opportunity remains explicitly modeled. Aslan Kurierdienste was Fleet’s development partner, and a Fleet stakeholder holds an interest in the company.

FAQ

Frequently asked questions

Does AI make the final damage decision?

No. AI prioritizes and explains suspicious changes. Dispatchers retain the review and operational decision.

Are image counts the same as unique photographs?

Not always. An image can be processed again during reanalysis, so analysis inputs are reported separately from stored inspection photos.

Can AI review be disabled?

Yes. Availability and opt-in are controlled separately so an eligible organization decides when analysis runs.

Where does the obligation to check driving licences come from?

It follows from the vehicle operator's responsibility and the accident-prevention rules that apply to you. You set the interval together with your employers' liability insurance association and your insurer. Fleet reminds you of the interval you set and holds the evidence that each check happened.

30-minute walkthrough · No deck

See the model find a real scratch on a real van.

We feed it your own reference scan and a fresh capture. The pipeline runs in front of you. You see the verdict and the reasoning.