AI · Diagnostics
AI repair-diagnostics platform
An AI platform for bicycle repair that classifies symptoms, ranks likely causes by probability and risk, and recommends safe repair steps — for riders, workshops and partners.
- Client
- Confidential (NDA)
- Field
- AI Automation
- Platforms
- AI platform
- Services
- AI & automation
The challenge
Repair decisions often depend on guesswork: riders describe symptoms vaguely, and workshops lose time narrowing down the cause. The goal was a platform that turns scattered information into a clear, safe repair decision for riders, workshops and partners.
What we did
- Classify — structuring symptoms, bike data and component data into a consistent model.
- Evaluate — ranking possible causes by probability, risk and underlying reason.
- Decide — recommending safe, specific repair steps.
The result
A structured, AI-driven path from first symptom to repair decision, serving riders, workshops and partners on one platform.
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