AI support

AI-guided before/after comparison — live on site.

At the touch of a button, Comcentra Logs compares the pickup photos with the current photos of the same vehicle and suggests possible new damage — each finding with a probability. The member of staff confirms or dismisses on site. Dirt, moisture, light and viewing angle are ignored.

How the AI works

Suggest — the human decides.

1
Guided photo capture
Certified Capture enforces the standard views (front, sides, rear, interior, boot) — live with the camera, so before/after are comparable.
2
Load the before state
The pickup photos (previous document for the same VIN) are used as the before state.
3
Start the comparison
At the touch of a button the member of staff confirms the additional cost; the photo sets go to the vision model. Dirt, moisture, light and viewing angle are ignored.
4
Damage suggestion
Per finding: area · type · severity · probability % — with the photos as proof.
5
Individual confirmation on site
Each AI suggestion is confirmed or dismissed individually; confirmed ones become part of the sealed record.
AI Change Event · before/after
Rear bumper right · new scratch
Pre-inspection 07.08. 08:14 → current 08.08. 17:42
Before
After
AI probability92 %
Severitymedium
Roadmap · coming soon

In development: Risk score & traffic-light triage.

Today the AI provides a probability and the severity per finding. In the near term, further modules will be added: a Risk score (economic/liability significance: severity × position × cost × responsibility period), a traffic-light triage with escalation, and a cost-saving on-device pre-filter — these modules are in development and not yet active in the app.

Auto-accept
Probability low · risk low

Small/known deviation — logged, no intervention needed.

On-site check
Probability medium · risk medium

The member of staff is prompted for a targeted close-up & confirmation.

Escalation
Probability high · risk high

Mandatory detail photo, attribution to the responsibility period, a case for case management.

The human decides

The AI is pure assistance with mandatory confirmation: each suggestion is confirmed or dismissed individually — nothing is accepted automatically.

Cost control

The AI comparison starts only after explicit cost approval at the touch of a button, with a fixed upper limit of images per process.

Traceable

Every AI suggestion and every decision is documented in the sealed record.

Newsletter

Product updates, recent rulings and practical tips — occasionally, no spam.

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