Capability Overview
The system is easier to understand when it is split into layers instead of treated as a single black box.
Decision layer
This is where the strategy logic lives:
- baseline strategy,
- exploitative adjustment,
- and the final decision output.
Adaptation layer
This layer translates the strategy system into a usable shape for a real environment:
- interaction constraints,
- platform-specific handling,
- and workflow compatibility.
Stability layer
Long-term usefulness depends on more than output quality. Teams also care about:
- response consistency,
- pacing control,
- maintainability,
- and operational reliability.
API layer
For service-style integrations, the API layer matters because it defines:
- the input contract,
- the output contract,
- and the collaboration boundary between the model system and the business system.