Sense
Reason
Plan
Validate
Decide
Act
Learn

Decision Gates

Centralized authority that authorizes all autonomous agent proposals. Agents propose, but the gates authorize. This separation enables governed autonomy.

Validation & Arbitration

Multiple independent agents verify every proposal before execution. Consensus-driven validation ensures no single point of failure in decision integrity.

Counterfactual Simulation

Before any action executes, the CSE simulates alternative outcomes. Decisions are stress-tested against possible futures, not just current conditions.

Temporal-Causal Knowledge Graph

Every decision is recorded with full causal context. The TCO-KG serves as the immutable audit spine, enabling complete decision archaeology.

Performance Metrics — design targets

Every figure below is a design target: the performance the architecture is built to reach, not a measured production result. TRUTH.md Article 2.4 — a published figure stays a design target until a benchmark or pilot artifact exists.

50-75x Faster Decisions
<60s Decision Cycle
89% Automation Rate
<100ms Query Latency

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