LIVE DEMO — Automated Damage Detection

Watch ClearStay detect damage
in real-time

See how our automated damage detection engine processes guest checklist submissions, classifies severity, and alerts you instantly.

Automation Pipeline

1

Guest submits checklist

Guest completes pre-departure inspection with photos and notes

2

Scanning submission items

Analyzing 6 checklist items for flagged issues...

3

Damage detection engine

Running keyword analysis and photo assessment on flagged items

4

Severity classification

Classifying damage: 1 critical, 1 moderate, 1 minor

5

Generating damage report

Creating detailed report with recommended actions

6

Email notification sent

Manager notified — severity threshold exceeded (moderate+)

Source: Guest Checklist

Sarah Mitchell · Oceanview Villa #12

Living Room — Furniture & Decor
Kitchen — Appliances & CountertopsModerate
Master Bedroom — Bed & Linens
Bathroom — Fixtures & TilesCritical
Patio — Outdoor Furniture
TV & ElectronicsMinor

Damage Report

AUTO-GENERATED

Overall severity: Critical

3 issues detected
Property

Oceanview Villa #12

742 Pacific Coast Highway, Malibu, CA

Guest

Sarah Mitchell

Mar 4, 2026Mar 9, 2026

Kitchen — Appliances & CountertopsModerate
Guest Note

Large scratch on granite countertop near sink. Looks like something heavy was dragged across it.

Photo Evidence
Guest photo attached
Recommended Action

Schedule countertop repair before next guest. Assess repair cost and consider charging damage deposit.

Bathroom — Fixtures & TilesCritical
Guest Note

Cracked floor tile near bathtub. Possible slip hazard.

Photo Evidence
Guest photo attached
Recommended Action

Schedule immediate professional inspection. Cracked tile is a slip hazard — block property from bookings until repaired.

TV & ElectronicsMinor
Guest Note

Stain on TV remote, missing battery cover

Recommended Action

Note for next turnover cleaning. Replace battery cover — add to supply checklist.

Report generated automatically by ClearStay

3/19/2026, 6:41:11 PM

This is exactly what property managers see in their dashboard

Automatic Detection

When a guest flags damage in their checklist, our engine instantly analyzes severity and generates a detailed report.

Smart Severity Scoring

Natural language analysis classifies damage as minor, moderate, or critical based on guest descriptions and keywords.

Instant Alerts

Property managers receive email notifications immediately when damage severity exceeds their configured threshold.