Deterministic posture
Determinism means repeatability. The same signals produce the same governance posture every time, using explicit rules that can be reviewed and challenged.
Why posture is not RAG
Traditional RAG reporting is often subjective and inconsistent across teams. Deterministic posture replaces colour assignment with explicit rules applied to structured evidence.
Explainable, not opaque
Deterministic outputs are explainable because they are derived from known signals. Governance conversations become clearer: decisions can focus on evidence gaps, cap drivers, and what would change posture, not debating tone.
Built for comparison over time
A key benefit of determinism is comparability. When posture is produced consistently, snapshots can be compared across time and across projects without interpretation drift.
Deterministic posture avoids reliance on probabilistic scoring or generated outputs. This supports environments where governance decisions must be defensible, reviewable, and auditable.