Capture factory signals — images, test results, and process data — and turn them into a shared engineering dataset across builds, lines, and factories. Instrumental enables teams to discover failures, identify root causes, and deploy production controls that improve yield, reduce variability, and ensure consistent execution at scale.
Discover new failure modes from early builds, then correlate signals across images, test, and process data to identify root causes. Turn discoveries into production controls that scale across builds and programs.
Replace fragmented workflows with a shared engineering dataset across products and factories. Identify root causes faster and drive consistent engineering decisions across teams.
Discover both novel and recurring failure modes early, and promote them into production controls that are enforced across lines and factories. Ensure issues do not propagate into ramp or escape into the field.
Intercept failures earlier in the assembly process by deploying production controls upstream. Prevent issues from reaching downstream stages where they require teardown and rework.
Surface process issues early and resolve them at the root cause. By deploying production controls across lines, prevent repeated failures and improve initial yield across builds.
Deploy and synchronize production controls across lines, sites, and manufacturing partners. Maintain a consistent standard for how products are built and what qualifies to ship.
Ensured consistent product quality and reduced defect hunt and root cause time by half. 
Axon avoids launch delays with AI 
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.
