Aggregate your functional test data and images from suppliers, final assembly, and returns.
Originate images, videos, measurements, and visual tests using drop-in stations and AI.
Link signals across sub-assembly, final assembly, and returns to create a complete, traceable view of how each unit was built.
Surface unexpected variations and novel failures directly from factory signals — without predefined tests or large datasets. Avoid extra builds and tests. Find novel defects in real-time data using just 5 units and an anomaly-detecting AI.
Turn known failure modes into synchronized inspection tests that intercept issues early and enforce manufacturing standards across lines and sites. Proactively improve quality and yield wit AI that runs 100s of visual inspections and works in high-mix scenarios.
Correlate visual signals, test results, and process parameters to isolate root causes and eliminate entire classes of failures. Save 90% of the time spent on each failure analysis.
40% of Instrumental programs are high mix and it can manage 100s of SKUs and different variations.
Capture and learn from factory signals whether you’re building tens of units or scaling to millions — without changing systems.
Run Instrumental in a managed cloud or within your own environment while maintaining a unified engineering dataset across factories.
Ingest images and data from existing equipment like AOI and X-ray, or deploy our drop-in stations to generate new factory signals.
Surface failures and variations as they occur. Quickly identify issues and take action on the line.
Create and deploy discovery and inspection workflows without custom code — keeping engineering teams in control.
Capture factory signals from MES, test systems, and inspection equipment — and feed production decisions back into the line to enforce correct unit routing and manufacturing controls.
Instrumental works with your team to design signal capture across your line — including station placement, system integration, and bringing signals into a unified engineering dataset.
Instrumental operates with enterprise-grade security and access controls, ensuring factory signals and engineering workflows are protected across teams, lines, and facilities.
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:
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.
