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Take control of NPI programs

Connect inspection, test, and process data to discover defects early, diagnose root causes faster, and keep launches on schedule.

aggregate your testing data

Create a digital thread for every unit

Aggregate visual inspection, test, and process data into a traceable record so engineers can investigate failures across builds and factories.

Surface unknown defects early in NPI

AI compares each unit to a learned baseline and flags anomalies immediately—helping teams discover design and assembly issues before they cascade into build delays.

Virtual teardown illustration

Investigate failures without being in the factory

Explore serialized units across every assembly step using virtual teardown and deep visual search—so engineering teams can debug issues across builds, lines, and factories.

Identify root causes in minutes, not days

AI correlates images, test data, and process signals to highlight the most likely causes of failures—reducing time spent hunting through data.

Automated measurements illustration

Generate new measurements from existing data

Train AI to measure dimensions or features across hundreds of units instantly—unlocking new insights without rebuilding tests or re-running inspections.

When to use instrumental

Remote data access illustration

Remote location

The factory is in a remote location,
requiring you to use virtual tools to
find and fix issues

Challenging a

Challenging assembly

You want to address any defects that
arise before they become a big issue later

New technologies illustration

New technologies

There is a high risk of failure, and you
want to take control of it

New CM / JDM partner illustration

New CM/JDM partner

You wish to maintain oversight and
ensure a smooth partnership

Must-hit launch date illustration

Must-hit launch date

You must hit your NPI deadline, and
it cannot be delayed by a day

Faster ramping illustration

Ramp faster

You need to reach your volume targets
without any issues

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

Axon avoids launch delays with AI

Accelerated NPI build by 4 weeks

Get started with

Discover AI

Discover automatically detects defects using continuous learning AI. It flags anomalies and improves results with user feedback.
Learn more

Solve AI​

Solve includes features that aid in faster failure analysis, such as correlation suggestions for root causes, virtual tear-down, and visual searches.
Learn more

Operate AI

Experience the full range of capabilities to monitor your operations. Get real-time manufacturing metrics across SKUs, stations, lines, and sites ...
Learn more

Get started with

Instrumental's Discover AI logo

Discover AI

Discover novel defects with
a continuously learning AI

Instrumental's Solve AI logo

Solve AI

Speed up your failure analysis
with AI-powered tools

Schedule a Cost Savings Analysis with one of our Solutions Architects

Molly McShane

Solutions Architect
Instrumental
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