
At Edmoss, innovation meets precision—and our latest machine learning project is a perfect example. We’re excited to unveil our newest AI solution: a Vehicle Misalignment Detection System, designed to transform how alignment issues are diagnosed and addressed.
The Problem: Hidden Alignment Issues
Vehicle misalignment is one of the most common, yet often overlooked, causes of excessive tire wear, reduced fuel efficiency, and compromised driving safety. Traditional diagnostic methods rely on manual inspection or expensive shop-grade equipment. But what if AI could do it faster, cheaper, and just as accurately?
Our Solution: AI Meets Automotive Precision
Our team at Edmoss has developed an intelligent misalignment detection system powered by machine learning and computer vision. Using a combination of sensor data and advanced algorithms, the system can detect misalignment with impressive accuracy—no bulky equipment or long workshop visits required.
How It Works
- Data Collection: We utilize input from cameras and sensors—either mounted externally or integrated into a diagnostic station.
- AI Analysis: Our custom ML model is trained to recognize patterns in tire position, wheel angle, and vehicle stance.
- Real-Time Results: Within seconds, the system flags misalignments and provides actionable insights.
Whether you’re an auto technician, fleet manager, or a DIY enthusiast, our tool brings diagnostic power directly to your fingertips.

Why It Matters
By automating the detection process, we’re helping:
- Drivers extend tire life and improve fuel economy.
- Workshops cut diagnostic time in half.
- Fleet operators reduce downtime and maintenance costs.
What’s Next?
This is just the beginning. At Edmoss, we’re pushing boundaries in applied AI—from automotive diagnostics to smart maintenance systems.