The AI and Data Platform for Your Entire Product Lifecycle

Gif of different pages of the Instrumental app

Bring all of your serialized product data into a single platform.

Connect Existing data

Aggregate your functional test data and images from suppliers, final assembly, and returns. 

Generate New Data

Instrumental's AI visual inspection system on an assembly line in a electronics manufacturing facility

Originate images, videos, measurements, and visual tests using drop-in stations and AI.

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TRACE

Trace Unit Data from Any Source

100% Traceability with real-time manufacturing data record

Create a traceable dataset linking sub-assembly, assembly, and returns data. Use it to isolate defective units and conduct virtual teardowns for failure analysis.

Explore images and generate measurements.

Annotate and comment on interesting regions with markup tools, and generate instant distances using AI-powered measurements.

Search by serial numbers.

Efficiently sift through your data by using filters to search for specific serial numbers.

Explore the entire lifecycle of each unit

Dig deep into the supplier, assembly, and returns data of a specific serial number.
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Add AI powers to discover, solve, and monitor issues.

Instrumental offers flexible AI capabilities to find novel defects, intercept known defects, and solve failures

PASS
FAIL

DISCOVER AI

Discover Novel Defects

Avoid extra builds and tests to find failures in your design. Find novel defects in real-time data using just 5 units and an anomaly-detecting AI. 

OPERATE AI

Intercept Known defects

Proactively improve quality and yield by augmenting operator judgment with AI that runs 100s of visual inspections and works in high-mix scenarios.

graphic showing anomaly monitoring system

SOLVE AI

Accelerate Failure Analysis

Save 90% of the time spent on each failure analysis by identifying and eliminating all potential root causes in minutes. 

Features

Works with low- and high-mix

40% of Instrumental programs are high mix and it can manage 100s of SKUs and different variations.

Suitable for any volumes

Instrumental customers make as few as ten units/month up to 1M / day

Managed cloud or self host

Either use Instrumental on our secure managed cloud or self host on your AWS cloud.

Use your hardware or ours

Capture images with your existing ones (like AOI machine, X-Ray, etc.) or use our drop-in stations.

Near real-time data

Results appear as the day goes on, allowing you to see what is going wrong on their line in almost real-time.

No coding required

There is no need for a data scientist or expensive custom programming to set up and create tests

Instrumental is a user-friendly, remotely programmable platform that utilizes data to identify new and known defects, as well as their root causes.

Instrumental is a versatile MES-compatible platform offering guided integration, secure cloud services, and dedicated customer support.

Connects with any MES system

Instrumental provides seamless two-way integrations with all major MES software. It pulls MES data into the platform like functional tests for root cause analysis and pushes back visual test results to enforce proper unit routing.

Guided integration and installation

Depending on your use case, we recommend quantity and placement of stations. Our team then delivers and installs Instrumental stations, and integrates data from different sources to the app in coordination with your factory.

Secure and reliable cloud platform

Data is always encrypted at rest as well as in transit. Engineers can access data using unique user accounts with secure passwords and MFA and operators access only the inspection screen.

Frequently Asked Questions

Instrumental is best for products with medium to high complexity, high-performance requirements, or zero defect requirements. Instrumental customers make as few as ten units/month up to 1M / day.   Our technology supports both low- and high-mix environments. 

The platform’s value persists throughout the entire product lifecycle, even after initial objectives have been accomplished, making it a reliable and long-term business partner. It is sought after in three critical scenarios by its customers: 

  1. Accelerate NPI Programs
  2. Improve quality and Yield in Production
  3. Data and AI Transformation
  4. Refurbishment/Returns/Remanufacturing

While uploading both images and data maximizes value, we recognize unique situations. Instrumental accommodates uploading solely data or images based on your specific needs, ensuring valuable insights in either scenario.

Explore the Manufacturing Data and AI Platform for Yourself

Start finding and fixing issues now.

Instrumental's manufacturing AI and data platform with an engineer who is using it to improve efficiency, quality, and product margins.

How to Upload Data?