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Governing RAG with a Decision Plane
Why semantic similarity alone is not sufficient for production retrieval, and how a decision layer transforms RAG from a search problem into a decision problem.
Why Clinical AI Needs Deterministic Decisions
In regulated healthcare environments, probabilistic outputs are not enough. How deterministic decision authority meets the bar for clinical decision support.
Agent Governance vs Agent Evaluation
Evaluation scores model outputs after the fact. Governance enforces decisions before actions reach production. Why the distinction matters for enterprise AI.
Why Agents Fail in Production
The gap between pilot success and production reliability is not intelligence. It is authority. A breakdown of the five most common production failure modes.
Deterministic vs Probabilistic Control
When should autonomous behavior be deterministic and when can it be probabilistic? A framework for deciding where the decision plane belongs in your architecture.
Shadow Mode: Testing Rules Against Production Data
How shadow mode lets you validate new rules against real production traffic without executing them. See what would have happened before you turn anything on.