Field case studies
Different industries and problems, one standard: problem definition, deployment, and operational verification.
Environment & Forestry
Early pine wilt detection with ultrasonic NDT – Korea Forest Research Institute
Pine wilt disease control starts with finding infected trees early, but early-stage infection shows almost no visible symptoms. Existing tree diagnostics needed specialists and long inspection times, which made them hard to scale for forest disaster response.
Logistics & Port
Continuous STS crane wire monitoring – Major Korean port operator
Crane wire failure is a serious-accident risk in port industrial safety. STS crane wires accumulate fatigue fast under repeated heavy loads, but beyond scheduled inspections there was almost no real-time visibility to support failure prevention.
Security & Control
Speaker verification for high-noise environments – Company C
Conventional voice-based speaker verification had frequent misidentifications, a weak point for voice authentication security. Password-only credentials were hard to manage for control-system access across multiple environments.
