Core Strengths Why SMARCSMARC
Physics-Based Sensing
Unlike conventional systems relying on vibration or force, SMARC focuses on understanding physical interaction at the tool–material, enabling higher precision and deeper process insight.
Low-Cost Innovation
SMARC develops cost-efficient sensing technologies for real-world deployment, enabling scalable, accessible, and practical manufacturing intelligence without heavy investment.
AI-Driven Optimization
By combining AI with physics-based data, SMARC enables intelligent analysis and continuous optimization of manufacturing processes for continuous performance improvement.
SMARC TCM
Tool Condition IntelligenceIntelligence
A new approach to understanding tool–material interaction in real time
SMARC introduces a new layer of intelligence at the tool level, enabling deeper insight into manufacturing processes and unlocking new possibilities for precision, efficiency, and adaptive control.
Applicable across a wide range of manufacturing processes.
CapabilitiesWhat SMARC EnablesCapabilities
Turning physical interaction into actionable intelligence
Real-Time Insight
Capture and understand critical process behavior as it happens
Process Understanding
Reveal hidden interactions at the tool–material interface
Predictive Intelligence
Anticipate process variations and potential issues
Adaptive Optimization
Continuously improve performance through intelligent feedback
Use Cases
From tool-level insight to
factory-wide optimizationUse Cases
Tool Wear
Monitoring
・Detect wear progression
・Improve tool life
・Improve tool life
Proces
Stability
・Reduce variation
・Maintain consistent quality
・Maintain consistent quality
Quality
Control
・Identify defects early
・Prevent scrap
・Prevent scrap
Predictive
Maintenance
・Anticipate issues
・Reduce downtime
・Reduce downtime
Research & CollaborationDeveloped with academic research partnersCollaboration
Ongoing collaboration with international research institutions.
