StochStack

Signal Logs

Data Governance for Multi-Agent Clinical Systems

2026-02-12

Delegation without trace is hidden autonomy.

Classical governance assumes one actor chain; agentic systems create branching actor graphs.

You need delegation logs, execution scope limits, and revocation controls as first-class primitives.

Without these constraints, velocity gains become irreproducible risk.

Good governance scales with agents by shrinking ambiguity.