Product
A place for visionaries to learn from their peers about getting culture right, NPI, Production, and evaluating new technologies
See how companies are using Instrumental
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.
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.
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.
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.
Promote discovered failures into production controlls and enforce them across builds and factories. Ensure issues identified during NPI are systematically intercepted 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

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: