Modulario by AMCEF
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AI Vehicle Damage Detection — every damage documented at pickup and delivery

Modulario AI analyzes vehicle photographs at cargo pickup and delivery and automatically detects and documents new damage. End the disputes over who caused the damage.

Risparmio: Eliminácia sporov o poškodenie = úspora 2 000–8 000 €/rok na nevyplatených reklamáciách
Moduli: Logistica Cespiti

AI Damage Detection: photo evidence at every pickup and delivery

“That damage was there before we loaded.” “No, you caused it.” This argument happens every month — and without photo evidence neither side wins.

AI visual inspection eliminates disputes by recording the condition of the vehicle and cargo at every pickup and delivery.

Two use cases for AI damage detection

1. Fleet vehicle inspection

Every day before departure and after return, the driver photographs the vehicle with the mobile app. AI compares it with the previous inspection and identifies new damage:

Vehicle inspection BA-123AB — 03.05.2026 07:12

Comparison with previous inspection (02.05.2026 19:45):

✅ Front: no changes
✅ Rear: no changes
❌ Right side (detail): NEW DAMAGE
   Type: Scratch — approx. 35 cm long, rear fender
   GPS at last stop: Distribution Center Senec (car park)
   Photo added to vehicle record

Driver Peter Novák notified. Report sent to fleet manager.
Insurance claim: [Open case] [Mark as pre-existing]

2. Cargo condition documentation

At loading, AI photo-documents the condition of the goods. At unloading, the customer or driver photographs again and AI compares:

Job Z-2245 — METALCHEM → KOVOSPOL

Loading (Trnava, 08:45):
  Pallet P-1: 12× carton — condition OK ✅
  Pallet P-2: 8× carton — condition OK ✅

Unloading (Žilina, 13:52):
  Pallet P-1: condition OK ✅
  Pallet P-2: ❌ DAMAGE
    Carton #3: wet corner, possible damage to contents
    Photo recorded with timestamp and GPS

Customer signed confirmation noting damage.
CMR document updated automatically.

Integration with insurers and finance

Every documented vehicle damage creates a structured record:

  • Before/after photos with AI annotation
  • Timestamp, GPS location, link to the job
  • Full damage history of the vehicle

When filing an insurance claim, you export the complete photo dossier with one click. The insurer has all the evidence — disputes shrink from weeks to days.

Moduli necessari per questo caso d'uso

AI damage vehicle documentation insurance logistics

Domande frequenti

How does the driver photograph the vehicle?

Through the Modulario mobile app — an AI guide tells the driver which angles to shoot (front, rear, both sides, close-ups). Photos are automatically uploaded with GPS location, timestamp and linked to the job.

What exactly does AI recognize in the photos?

Scratches, dents and cracked paintwork on the bodywork, damage to the frame, fenders, bumpers, tires, windows, headlights and reflectors. For trucks: damage to the tarpaulin, tail-lift mechanism and cargo bed.

How does AI distinguish old damage from new?

AI compares current photos with the vehicle's last inspection in the system. Any new damage not present in the previous photos is automatically flagged as new. Old damage is documented in the system from previous inspections.

Vuole implementare questo caso d'uso nella sua azienda?

Prenoti una consulenza gratuita di 60 minuti — le mostreremo come funziona in un ambiente reale.

Dávid Bělousov

Dávid Bělousov

Sales Director

+421 902 826 802 sales@amcef.com
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