AI solution for efficient defect detection
Better workflow for quality check
Traditionally, the quality measurement in semiconductor, LCD manufacturing, PCB manufacturing is conducted by human inspection. Our clients in the semiconductor and IC manufacturing-related industry were facing challenges of the time-consuming inspection process.
After our clients introduced the AI software, the efficiency is largely enhanced. The overall task time is reduced by 300%, moreover, 50% false alarm is removed, and $500K+ USD for inspection is saved.
Implement predictive maintenance with AI
Reduce the Time and Cost for Fixing the Machines
For our semiconductor and manufacturing clients, avoiding unexpected machine crashes is extremely important. Our edge AI solutions provide a better workflow for maintenance.
We help our clients predict when the machines will break by AI algorithms. As a result, our client can successfully monitor the machine status 80% of the time. The machine downtime is significantly reduced as well.
Anomaly Detection by AI Solution
Fewer Data, But Awesome Prediction Result
From industry 3.5 to 4.0, we need time to collect the data for AI training. However, in the Avalanche Computing algorithm, we help our clients to find the anonymous using the nova algorithm in less dataset.
AGV or Robotic Technique
The AGV is widely used in high-tech manufacturing. It help people to save time, energy, and manpower. However, the optimized algorithm for routing, and scheduling need huge computing power.
In our solution, we could high-scalability to deploy the AI to all AGV in mins and to develop AI model as fast as possible.