Challenge
Operators faced variability in defect classification and long reporting delays.
Solution
Voice‑first assistant guided checks and captured structured incident data.
Implementation
Edge microphones, streaming ASR, on‑prem orchestration, ERP connectors.
Results
34% faster inspections, 22% fewer classification errors, and sub‑minute reporting.