About Us

[ TRI AI Ecosystem ]

TRI's integrated AI ecosystem is a comprehensive, end-to-end solution that optimizes the entire inspection workflow, from initial AI-driven programming and defect detection through to final AI verification.

AI-DRIVEN PROGRAMMING

AI Smart Programming

In high-mix, low-volume environments, rapid changeover is key. TRI's AI-driven programming for AOI reduces setup time from hours to minutes.

AI Fine Tuning

Achieve expert-level AXI results without extensive training. TRI's AI Fine Tuning analyzes inspection parameters to deliver optimal settings, reducing setup complexity and ensuring consistent quality.

AI-DEFECT DETECTION

TRI's AI-Powered solutions expand the scope of automated inspection. TRI AI-Powered solutions identify subtle and complex defects on challenging backgrounds. The AI-Defect Detection provides robust coverage for complex scenarios and the next generation of components.

IC Lead Classification

Void in Thermal Pad

Contamination on Die

Broken Wire Defect

Press-fit under Shadow

Inner Diw Crack

Void Under Heavy Noise

1 mil Wire Overlap/Cross Wire

Ribbon Bonding

Shallow Scratch

AI Training Tool

Generates and customizes powerful AI models.

AI Station

AI Inference Platform. Deploy AI to multiple lines.

AI DLOCR

AI Deep Learning Optical Character Recognition (DLOCR) recognizes hard-to-identify characters after enhanced training, such as low contrast transparent text. This AI solution also includes text substituting, editing grammar, similar word settings, and more.

AI-POWERED REPAIR STATION

AI Verify Host

AI Verify Host is TRI's AI repair station, designed to reduce operational costs and minimize manual re-inspection. It seamlessly integrates Optical Inspection data with advanced AI and image processing to automate defect judgment, reducing false alarms and improving productivity without disrupting the line. This powerful system provides real-time data analytics and can operate continuously, enabling fewer operators to manage multiple lines effectively.

Automated Buy-off Multi Machine SPC Reports

Case 1: 10% Yield Rate Increase

Achieved over 80% overall accuracy after just 3 months of AI training.

Case 2: 1-Person, 2-Line Control Center

Reduced the need for operators per line and cut workload with 99.5% AI accuracy.

TRUSTED BY INDUSTRY LEADERS

As an industry leader in test and inspection for electronics manufacturing, TRI thrives on solving the toughest challenges, earning the trust of the world's most demanding manufacturers, including top automotive suppliers. TRI combines in-house AI development with strategic partnerships with pioneers in accelerated computing, making our systems exceptionally fast, powerful, and scalable.

AI Collaborations

TRI and Bosch Partner on AI Solution for MEMS Packaging

We are proud to have partnered with Bosch to develop an innovative AI visual inspection solution for MEMS packaging. This successful collaboration has significantly advanced quality control in the manufacturing process, and we were honored to receive a Certificate of Appreciation from Bosch.

Learn More

TRI to Drive AI Innovation in Smart Factories

Our partnership with Nvidia is set to revolutionize smart factories through the future integration of their Metropolis for factories workflow into our product portfolio. This collaboration will enhance our AI-driven technologies, leading to more automated and efficient manufacturing processes.

Learn More