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CATEGORY COMPARISON

Point-in-time assurance versus continuous monitoring

Continuous signals and bounded evidence examinations answer different questions about an AI system.

REVIEW FUNCTION

Turn framework language into a reviewer-readable evidence position.

The objective is not to reproduce a framework as a static list. It is to identify the current AI system, preserve the evidence supplied, record accepted support and limitations, and expose unresolved dependencies before a procurement or assurance decision.

01

Monitoring asks what is happening now

Telemetry, alerts, tests, and operational signals can identify current or emerging conditions.

02

Assurance asks what the reviewed evidence establishes

A bounded examination records the system, evidence, accepted relationships, limitations, and gaps considered at a defined point in time.

03

Change connects the two

When monitoring or system changes produce materially different evidence, prior accepted relationships may require reverification before equivalent reliance continues.

ATO READINESS BASELINE

Establish what the current evidence can support.

The $3,500 fixed-scope Baseline covers one defined AI system and one review context. No annual license is required.