Maturity Timeline

Variations

Progression from factual retrieval to compositional synthesis.

V1 Foundation

Deterministic retrieval of reservoir elevation and storage. Mapping of multi-table CSV relationships.

V2 Composition

Structural combination of V1 tools to produce natural language forecasts and summaries.

V3 Analytics

Historical trends and benchmarked system performance (Future Phase).

V4 Usability

Advanced agentic workflows with HITL-gated recreation advisory (Future Phase).

Maturity Rule

High-level variations (V2-V4) must always be anchored to the deterministic V1 tool layer. Hallucinations are mitigated by enforcing substrate-backed composition.