THREE LAYERS
LLM. TLM. Agent.
LLM
Large Language Model
Fine-tuned on product catalogs, customer reviews and social signals.
TLM
Task-Specific Model
Demand forecasting, dynamic pricing, recommendation engine.
Agent
Autonomous Agent
Store manager assistant, personalization agent, returns workflow agent.
FROM THE FIELD
Real outcomes.
"An e-commerce player lifted basket value 18% with a recommendation agent."