What Benchmark Tests Don't Tell You About Real-World Hail Damage Detection

When evaluating AI-supported vehicle scanning technology, it is tempting to rely solely on controlled benchmark tests. However, these laboratory conditions often do not do justice to the reality of professional hail damage assessment. As a leader in automated damage detection, we believe it's important to understand the difference between theoretical performance and practical, everyday results.
The gap in reality: laboratory vs. workshop
Benchmark tests usually use predefined damage scenarios in controlled environments. Although these provide valuable data, they do not reflect the dynamic conditions that PDR experts are confronted with on a daily basis:

  • Variable lighting conditions in real workshops
  • Different vehicle positions and angles during the assessment
  • Time pressure for efficient processing of multiple vehicles
  • Mixed damage patterns that combine several types of impact
  • Requirements for workflow integration into existing business systems

Our autoscan technology was developed specifically for these real-life conditions. That's why 68% of our customers are PDR companies that rely on us for their daily work.
Why ‘typical hail damage’ is most important
The vehicle damage assessment industry is not standardised. Different applications require different optimisation approaches:
Medium-sized hail damage (our sweet spot)

  • 2-8 mm dents - the most common scenario for hail damage
  • Multiple impact patterns on the vehicle surfaces
  • Time-critical evaluation for insurance processing
  • Consistent, repeatable results for documentation

This is where our 98% accuracy rate comes into play, covering the vast majority of hail damage in practice.
Borderline cases: The 1% challenge
Extreme scenarios (minimal surface damage or catastrophic effects) account for less than 1% of typical PDR workflows. Whilst they are important for comprehensive testing, they should not overshadow performance in everyday applications.
The autoscan advantage: Developed for real business
-> Geschwindigkeit, auf die es ankommt

  • 3-4 second scans compared to 30+ second processes from the competition
  • 15-minute set-up - ready for use faster than any alternative
  • No vehicle preparation required - no stickers, no marking

-> Betriebliche Verlässlichkeit

  • Self-learning AI that improves with every scan
  • 99 % vehicle compatibility (maximum height 1.95 m)
  • All-weather operation with our Scantainer units for outdoor use

-> Geschäftliche Integration

  • Flat-rate prices - unlimited scans for calculable costs
  • REST API integration with the most important industry platforms
  • 24-48 hour repair guarantee - minimising the risk of downtime

-> Kundenerfolg: Der echte Benchmark
The figures say more than any controlled test:

  • 75% renewal rate for annual customers
  • 98% satisfaction with technical support
  • 34 units deployed in 9 countries
  • On average 2-3 support tickets per customer per month

"The Autoscan system has transformed our hail damage assessment process. We can now process three times more vehicles per day with consistent, documentable results." - PDR customer, Germany
Continuous innovation: constant improvement
Our commitment goes beyond the current possibilities:
2025 Development Roadmap

  • Improved limit detection for extreme damage scenarios
  • Detection of scratches and paint damage (beta version Q4 2025)
  • Glass damage assessment skills
  • Improved algorithm updates are published weekly

Self-learning technology
Every scan contributes to the improvement of our AI. Unlike static systems, Autoscan becomes more accurate over time and adapts to regional damage patterns and vehicle types.
The right choice for your company
When evaluating damage detection technology, you should consider these key questions:

  1. What types of damage do you see most frequently?
  2. How important is processing speed for your workflow?
  3. How high is your tolerance for the complexity of the facility?
  4. Do you need integration with existing systems?
  5. What ongoing support do you need?

For PDR professionals dealing with typical hail damage scenarios, Autoscan offers unrivalled performance where it matters most.
Experience the difference
Are you ready to see how Autoscan works in your real environment? We offer:

  • Extended POC programmes (€41K - hardware delivered within 2 weeks)
  • Free installation and training (1-2 hours until mastery)
  • Risk-free evaluation with our comprehensive support

Get in touch with us today:

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