AI opportunities

LLM-based intent-to-schema parsing

Converting free-text requests into a structured entity-action-attribute representation the orchestration layer can act on.

Technique

General-purpose LLM prompted to extract structured intent, validated against the canonical schema.

Open source tool

Any general-purpose LLM API

Vendor AI map2
Agent pattern opportunities1