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Product Insight brings innovation and bespoke automation to life for the labs of today and the products of tomorrow. We partner with leading laboratories and capital equipment companies to develop automation systems that modernize laboratory workflows for the era of embodied AI robotics.
From ground-up capital equipment design to deploying tailored solutions into existing laboratory infrastructure, our problem-first approach helps teams accelerate innovation with confidence.
The Right Automation Matters
Design the right mix of people, robotics, and AI built for your lab and your workflows
Design the right mix of people, robotics, and AI built for your lab and your workflows
Identify human workflow bottlenecks
Integrate aging and mixed vendor systems
Select automation based on evidence
No rip-replace and hope
Building Hardware for an AI-Driven Future
Integrate AI into hardware that’s reliable, scalable, and ready to ship
Integrate AI into hardware that’s reliable, scalable, and ready to ship
Expert guidance for AI integration
Hardware ready for collaborative robotics and humanoids
Telemetry-first system design to support AI training
Systems with vision-based control
Deploy Your Product Roadmap Today
Expose adoption risks early before they cost time, trust, or capital
Expose adoption risks early before they cost time, trust, or capital
Test technical decisions with real users early
Reduce risk in system architecture & integration
Identify adoption failures before they become expensive
Focus on outcomes that matter for launch & scale
Turn Technology into Capital Equipment
Productize real-world workflows into systems customers demand
Productize real-world workflows into systems customers demand
Requirements & System Architecture
Subsystem Selection & Testing
Industrial Design & Ergonomics
Mechanical, DFx, Electrical & Wiring
Firmware, Software & Vision Control
Prototyping, Verification & Validation Testing







