Coherence Engines

Reasoning Quality Review

Deliberative Layer

Before a customer-visible output is shown, this layer checks whether it has sufficient reasoning quality for its risk level. Only customer-safe summaries are shown — no hidden chain-of-thought or internal reasoning is ever exposed.

This layer never exposes hidden reasoning, prompts, logs, scoring formulas, provider responses, thresholds, fallback order, or customer data. Only customer-safe summaries are shown.

Configuration

Enter an output and click "Run Reasoning Quality Review".

The layer checks reasoning depth, evidence balance, uncertainty, limitations, and customer-safe quality.

No hidden chain-of-thought, prompts, or internal traces are ever shown.