While chip sizes keep shrinking, the challenges for semiconductor manufacturers keep growing. Exploding product mixes, shorter production cycles and new materials are but some of the hurdles production managers and fab owners are facing. Ever more, ever faster.
At the same time, quality requirements become more stringent. Think of zero-defect tolerance in automotive. Sustainability demands aiming for zero waste. Ever more, ever better.
By adding Vision AI capabilities to your existing vision hardware, Robovision solves both challenges at once. It allows better semiconductor production. Bringing you more yield and a higher quality.
Key Benefits of Computer Vision AI in Semiconductor Inspection
As micro and nano chip designs become increasingly complex, computer vision AI enables precise inspection without sacrificing speed or accuracy of a diverse product range.
Computer vision AI excels at detecting and categorizing even the most subtle defects, ensuring that every chip meets stringent quality standards.
With continuous improvement capabilities, computer vision AI helps manufacturers quickly adapt to new defect types and ramp yield rates quickly over time.
By automating routine inspection tasks, computer vision AI allows skilled workers to focus on higher-value responsibilities, leading to a significant boost in overall productivity.
Vision AI in smart semiconductor manufacturing can be applied anywhere in the process: both in front-end and back-end manufacturing. Wherever you have visual sensors in place.
Applications
Incoming and Outgoing Quality Control
Intrinsic defects on bare wafers eventually can lead to killer defects on the final chips. Substrate manufacturers currently implement outgoing quality control checks before wafers are shipped to the fabs. Fabs perform incoming quality control checks on the wafers before they enter the process flow.
Defect inspection and review
Identify and classify defects and patterns of defects. This information allows engineers to detect, monitor and resolve critical yield excursions.
Robovision: a Proven Solution for Semiconductor Manufacturers and Equipment Suppliers
While computer vision AI offers clear benefits, choosing the right platform is key to unlocking its full potential. Robovision provides a robust, end-to-end AI platform that has proven to be a perfect match for even the most demanding semiconductor manufacturers.
Discover why Robovision is the platform of choice for Machine Manufacturers and Semiconductor Fabs.
AI-based defect classification in the semiconductor industry
An accuracy and efficiency boost
Winning with Vision AI in Semiconductor Manufacturing
Do more visual inspection with higher precision: watch our latest webinar recording.