THREE LAYERS
LLM. TLM. Agent.
LLM
Large Language Model
Fine-tuned on operating manuals, procedures and service reports.
TLM
Task-Specific Model
Anomaly detection from vibration, temperature, acoustic sensors. Visual quality control.
Agent
Autonomous Agent
Maintenance scheduler agent, supply chain agent, throughput coordinator.
FROM THE FIELD
Real outcomes.
"An automotive supplier reduced machine downtime by 35%."