For CONSUMER Electronics

Accelerate product maturity in NPI

Capture factory signals — images, test results, and process data — and turn them into an engineering dataset across builds. Instrumental enables teams to discover failures, identify root causes, and deploy production controls that accelerate product maturity.

Meet your NPI deadlines by accelerating engineering learning

Discover new failure modes from the first builds, then correlate visual signals, test results, and process data to identify root causes. Turn early discoveries into production controlls that scale across builds. Start with just 5 units.

Increase engineering leverage

Replace manual debugging and fragmented analysis with a shared engineering dataset across builds. Quickly identify root causes and generate the measurements needed to drive design and process decisions.

identify root causes with instrumental

Avoid additional builds

Discover failures earlier in the design cycle and resolve them before they propagate. By identifying root causes and deploying production controls, teams avoid repeated builds and compress iteration cycles.

 

Prevent early field failures

Promote discovered failures into production controlls and enforce them across builds and factories. Ensure issues identified during NPI are systematically intercepted before ramp.

 

Establish production control before ramp

Deploy and synchronize inspection tests across lines and manufacturing partners. Maintain a consistent standard for what ships, ensuring issues discovered during development do not escape into the field.

Meta accelerates NPI and saves over 900 engineering weeks across 7 programs

Axon avoids launch delays with AI

Accelerated NPI build by 4 weeks

FAQ

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.

Today is the best time to implement any technology that leverages your data to provide value. Every day that passes is another missed opportunity to improve business KPIs, deliver for your customers, or improve your company’s intellectual property.

Instrumental’s technology is designed to be low-lift to integrate at any point in the product lifecycle. Consumer Electronics customers implement Instrumental to:

  • Build new technologies with a risk of high failures
  • Monitor the design of products with challenging assemblies
  • Oversee operations when working with a new CM/JDM Partner
  • Meet their NPI deadlines
  • Ramp faster in MP without any issues

Schedule a Cost Savings Analysis with one of our Solutions Architects

Molly McShane

Solutions Architect
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Instrumental
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