Governance drift
Where policies, approvals, ownership, or vendor controls no longer match deployed AI usage.
InvariantRisk Signals
Operational AI intelligence without the noise.
Signals tracks practical changes that affect AI-enabled operations: governance drift, workflow fragility, agent reliability, dependency expansion, and the places assurance work is becoming more urgent.
Coverage
Low-volume, high-signal intelligence
The goal is not a news feed. The goal is a small number of observations that help operators decide what deserves attention.
Workflow fragility
Where AI-dependent processes fail under exceptions, handoffs, missing context, or unclear fallback paths.
Agent reliability
Patterns in tool use, autonomy boundaries, failure modes, observability, and human intervention.
Dependency expansion
New operational exposure created by model providers, embedded AI features, integrations, and data flows.