Co-engineered with our customers — from process design through to production handover. With Physical AI at the centre, we embed AI decision-making into automation equipment and build lines that keep running, tailored to seven major sectors.

Robotic assembly cells, screw fastening, parts feeding and poka-yoke verification, supporting mixed-model production.

CNC load/unload, deburring, grinding and polishing cells, with AI vision for pick-position correction and quality verification.

Electronics assembly, test-fixture automation and cosmetic inspection, built for high takt rates and frequent changeovers.

Robots replacing hazardous and repetitive work; material handling and charging automation that protects both safety and uptime.

Cleanroom-grade handling and inspection automation, with precision positioning and micro-defect detection.

Welding, assembly and inspection lines for bodies and components; large-scale robot system integration.

Sorting, packaging and quality inspection automation for food lines, designed to hygiene standards.
Built on more than 50 AMR projects — combining autonomous mobile robots with AI vision and scheduling systems to make material movement the most dependable link in a plant or a hospital. The team also builds fleet control systems and integrates large language models (LLM).
AMR fleet dispatch, machine load/unload shuttling, warehouse and line-side material movement. Integrated with MES and scheduling systems, with AI vision for part recognition and exception reporting — at changeover you change the task, not the line.
Autonomous transport of specimens, medication and supplies inside hospitals. Safe navigation in narrow corridors shared with people, integrated with traffic control and lifts, cutting staff walking time so professionals stay on professional work. Deployments include the Taipei Blood Center and other medical sites.
Simulation-first delivery: work out the answer in the virtual environment before the first machine moves.
Gather data on product, process and quality priorities; confirm the requirement and the payback period.
Plan the automation equipment and simulate the system in VC, and present the proposal in 3D.
Discuss requirements and converge on a specification; agree delivery and acceptance criteria and issue the specification agreement.
Provide the quotation, review specification and price, agree terms, and confirm the order.
Design, machining, assembly, programming and teaching, followed by delivery and acceptance.
Not sure how to plan a new line? Worried the finished design won't deliver the throughput or the machine count is wrong? We answer that with Visual Components simulation — and deliver a full analysis report once it's done, so decisions can be made fast.



Verify equipment motion and takt time; find interferences and bottlenecks.
Quantified assessment of transport routes, buffers and output.
Simulate human-machine collaboration and workload distribution.
Validate paths, utilisation and offline programming (OLP).
Tell us your industry and your bottleneck process, and we'll prove feasibility in simulation first.