Edge AI Deployment
AI runs locally near the machine for low latency, data privacy, and reliable factory operation.
Technology
On-Premise AI Control Technology
PolarisMind combines edge AI, live digital twins, machine-state reconstruction, and safety-bounded control architecture to bring intelligence directly to industrial machines.
Technology Overview
Our platform works beside existing machine controllers. It connects to machine data, learns from production behavior, and provides AI-driven insight and optimization while keeping deterministic machine control in place.
Core Technology
Live Digital Twin
A real-time machine model tracks behavior, detects deviation, and supports predictive insight.
Continuous Learning
The system learns from each machine, machine fleets, operators, maintenance history, service records, process changes, and production outcomes.
Machine-State Estimation
PolarisMind reconstructs hidden machine conditions such as vibration, servo lag, friction, load change, thermal drift, and process instability.
Safety-Bounded AI
AI recommendations and future control actions are limited by safety rules, confidence thresholds, authority levels, and deterministic fallback.
AI-Open Architecture
Future AI models and agents can be deployed through the same installed machine-side platform.