Hit aggressive scale-up targets by increasing your assembly and test efficiency with AI-powered technology. Identify and fix defects in-line before test – improving first-pass yield, preventing lengthy debugging and repair, and accelerating the time from surface mount assembly to pack-out.
A single damaged connector pin can cause system test failures. Instrumental’s Visual AI intercepts debris, bent pins, and damage before assemblies move downstream — improving first-pass yield and preventing units from entering the bone pile.
Synchronized Learning pools inspection data across pins, lines, and factories to pinpoint the process introducing damage. Correlating inspection with functional test validates thresholds and reveals supplier processes responsible for failures — enabling teams to eliminate issues at the source.
Synchronized Learning pools data from every pin location into a single shared model, enabling Day-1 production performance while maintaining a consistent build standard across lines, sites, and suppliers.
Improved customer satisfaction and saved $953K per year by validating root cause in two weeks
Instrumental’s approach centers on data analysis rather than data origin. Our solutions have been successfully applied to various products, including blade servers, enterprise cameras, EV chargers, solar inverters, and infrared cameras. We collaborate closely with clients to configure the imaging station to align with your specific product requirements, or we can use an existing image source like an X-Ray machine, AOI machine, etc.
Instrumental is sought after in five key scenarios by its customers:
– To enhance yield on an existing production line
– To establish new factories or lines without compromising quality or speed
– To stabilize production that has gone out of control
– To expedite New Product Introduction (NPI) programs across remote factory locations
– To supervise distant Joint Design Manufacturer (JDM) or Original Design Manufacturer (ODM) partners
The company’s value persists throughout the entire product lifecycle, even after initial objectives have been accomplished, making it a reliable and long-term business partner.
Yes, The Instrumental solution has proven its efficacy in low volumes of mission-critical electronics like solar inverters, first responder radios, and blade servers. This is possible by using a sophisticated generalized low-shot algorithm, facilitating seamless implementation with as few as 30 units. With the added benefits of full traceability and high mix features, our customers can efficiently manage multiple SKUs across different sites, streamlining their operations and improving efficiency.
