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Scope, process & catalogue

Select the registered AI system before assessing. Confirm:

  • System and version.
  • Purpose and intended uses.
  • Foreseeable unintended use and misuse.
  • Lifecycle stage.
  • Organisational role.
  • System and assessment boundaries.
  • Models, data, interfaces, suppliers and dependencies.
  • Deployment environment and jurisdictions.
  • Users, operators and decision subjects.
  • Directly and indirectly affected people, groups and society.

The same model in two use contexts may have different impacts and needs separate system-scoped reasoning.

Use impact screening throughout the lifecycle. Relevant triggers include:

  • A new AI system or materially different use.
  • Consequential or legally significant decisions.
  • Vulnerable or marginalised populations.
  • Biometrics, emotion recognition or synthetic content.
  • Critical services or public-sector functions.
  • Training or deployment in a new population or geography.
  • Significant model, data, supplier or autonomy change.
  • Incident, complaint, monitoring trend or newly identified impact.

Incomplete material facts lead to screening; they do not support exclusion.

The process portion addresses:

  • Establishing and documenting a consistent method.
  • Integrating it with risk, privacy, security, human-rights and management processes.
  • Defining timing, scope and responsibility.
  • Establishing sensitive-use and impact thresholds.
  • Performing and analysing the assessment.
  • Recording, reporting and approval.
  • Monitoring, review and improvement.

The content portion addresses:

  • Scope and system information.
  • Functionality, capability, purpose and use.
  • Data and quality.
  • Algorithms, models and evaluation.
  • Deployment environment.
  • Relevant interested parties.
  • Actual and reasonably foreseeable impacts.
  • Measures addressing harms and benefits.

Gamut represents the guidance as 119 unique atomic items:

SectionItems
Process Foundation18
Governance & Triggers25
Execution & Review25
Documentation Content29
Impacts & Measures22

Atomic separation prevents a broad answer from obscuring missing scope, evidence, consultation, approval, monitoring or treatment work.

For each plausible impact, examine:

  • Affected people or groups.
  • Benefit or harm.
  • Direct, indirect and cumulative effects.
  • Likelihood and magnitude.
  • Duration and reversibility.
  • Distribution and differential impact.
  • Scale and geographic reach.
  • Vulnerability and ability to contest.
  • Uncertainty and evidence limitations.
  • Interaction with other systems and social conditions.

Avoid relying only on aggregate model metrics. A technically accurate system can still cause unfair, unsafe, inaccessible or socially harmful outcomes.

Authoritative routing decides whether the system should enter impact screening. The ISO/IEC 42005 assessment then establishes detailed scope and item-level applicability. Routing does not decide maturity, approve N/A or accept an impact.

  • ISO/IEC 42001 integrates impact assessment into the AIMS.
  • EU AI Act may require legal risk or fundamental-rights work.
  • NIST AI RMF provides broader risk-management outcomes.
  • NAGF applies Nigerian legal and policy routes.
  • GTSAF provides wider assurance controls.

Evidence can be reused only after scope and criteria are checked.