# D Company glass breakage and scratch detection

Canonical URL: https://deeplyinc.com/solution/industrial/cases/glass-break-scratch
Language: en
Last reviewed: 2026-07-02

Short sound signals capture cracks and scratches in glass cutting and transfer processes to reduce defect spread

- Target sound: Glass breakage and scratch
- Key metric: 99%+ (Glass breakage detection accuracy)

## Project overview

A case proving that sound can detect breakage and scratches even in glass processes beyond motors and connectors

## Field challenge

- Scratch signals were extremely short and small, making them easy to miss with existing methods
- Late defect discovery could increase downstream process loss
- The project could expand horizontally to multiple production tables after validation

## Outcome summary

- 99%+: Glass breakage detection accuracy
- 98.6%+: Glass scratch detection accuracy
- Process sound: Glass damage sound analysis

## Related Pages

- [Listen AI Industrial](https://deeplyinc.com/solution/industrial)
- [Inquiry](https://deeplyinc.com/inquiry)

## Machine-Readable References

- [llms.txt](https://deeplyinc.com/llms.txt)
- [llms-full.txt](https://deeplyinc.com/llms-full.txt)