Measure the real requirement
Define what must be detected or measured, at what capability, under what variation.
TopX Solutions is a founder-led company built to move quickly on the manufacturing problems that demand deep technical ownership and direct accountability.
Founder + principal engineer
Machine-vision and automation engineer with production experience in high-density electronics, precision inspection, global deployment, and difficult 2D/3D metrology applications.
Too many automation projects separate the image, the machine, the process, and the business result.
TopX was created to engineer the complete path—from photons and geometry to controls, traceability, operator decisions, and production value. The company stays intentionally lean, using specialized AI agents to expand research and execution while the founder remains the human authority.
Operating principles
Define what must be detected or measured, at what capability, under what variation.
Use the simplest approach that truly solves the problem—even when it is not the familiar one.
Make results explainable, interfaces recoverable, evidence traceable, and ownership clear.
Account for operators, maintenance, cycle time, product change, calibration, and failure recovery.
Build systems that can be deployed, supported, and understood across sites and cultures.
Stay accountable to production performance rather than stopping at code delivery.
The name
“Top” represents the standard: high performance, high precision, and high accountability. “X” represents the unknown—the variable, the hard problem, and the next capability waiting to be engineered.
Work with TopX