Fragmented Money Decisions
Why a dozen agents on a dozen channels already disagree, and one authority is the fix
The Automation Ceiling
Why AI agents stall at 30% and what breaks through it
The Policy Gap
Why AI agents need a policy layer
How It Works
The full system: concepts, mechanisms, and comparisons
Architecture Decision
The two agentic CS paths: which one reaches 60%+ containment
Decision Flow
The policy layer and decision token mechanism
Admin Console
Oversight dashboard for AI agent decisions
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