Where unproven ideas
become production reality.
Our Proof of Concept lab pairs simulation, fabrication and instrumented trials to validate the toughest automation challenges — before they ever hit your production floor.
A Proof of Concept is not a demo — it is a controlled experiment that converts opinion into evidence. We invest in lab infrastructure, instrumentation and simulation so your hardest problems are answered with data, not optimism.
What our PoC lab actually does.
R&D for Challenging Applications
When the textbook ends, our lab begins. We tackle edge-case material handling, sub-micron tolerances and high-speed inspection problems others won't quote.
Simulation & Testing Facilities
Digital twins, FEA stress models, vision dataset generation and hardware-in-the-loop rigs validate every concept before metal is cut.
Rapid Iteration Loops
Weekly build–measure–learn sprints with on-floor data capture compress months of guesswork into days of evidence.
De-Risked Industrialization
Each PoC graduates with a documented path to production: BOM, cycle math, safety analysis and a build-ready architecture.
Four phases. One evidence pack.
A disciplined sequence that turns a question into a defensible engineering decision.
Frame the Problem
Joint workshops convert vague pain into a measurable hypothesis with explicit success criteria.
Simulate
CAD, FEA, motion-profile and vision-pipeline simulations stress-test the concept in software first.
Build the Rig
In-house fabrication assembles a representative test cell using production-grade subsystems.
Run & Measure
Instrumented trials over real samples generate the data that proves — or kills — the concept.
Inside the simulation & test facility.
Validate in silicon.
Then in steel.
Every PoC begins as a digital twin. Motion profiles are tuned in simulation, vision pipelines are pre-trained on synthetic datasets and structural loads are FEA-verified — so the physical rig is born already calibrated.
Recent PoC outcomes
Sub-mm defect detection on translucent vials
Custom multi-angle lighting rig + CNN reduced false rejects by 6× over incumbent system.
High-speed cell stacking at 180 ppm
Closed-loop servo profile tuned in simulation hit cycle target on first physical trial.
Inline rheology measurement for sauces
Inline sensor fusion replaced lab sampling, enabling real-time batch correction.
Have a problem worth proving?
Send us the constraint others said couldn't be solved. We'll come back with a PoC plan, timeline and the success criteria we'd hold ourselves to.
