def analyze_rollout(case):
    """Return an eight-dimension assessment for one synthetic bounded-rollout case.

    Required keys:
    deployment_state, targeting_state, cohort_state, activation_state,
    health_gate, bake_gate, recovery_state, lifecycle_decision.
    """
    raise NotImplementedError("Learner implementation required")