Standards map 05
Mapping workflow evidence to NIST, OWASP, ISO 42001, and Indonesian guidance.
How standards can structure an evaluation without turning it into an unsupported certification claim.
Written by Fadli Adrian · Updated 2026-07-31
Traceability map
Standards frame the question. Evidence answers it.
The connection improves accountability and coverage while keeping certification and legal conclusions with the appropriate authorities.
NIST AI RMF
Lifecycle risk structure
OWASP GenAI
Security pressure and abuse paths
ISO/IEC 42001
Management-system expectations
Local guidance
Sector and jurisdiction context
Observed behavior connected to operational consequence.
Analysis
NIST frames lifecycle risk
The AI RMF organizes governance, mapping, measurement, and management. Scenario evidence can support those activities by showing how an agent behaves inside an identified context and risk boundary.
Analysis
OWASP expands security pressure
OWASP guidance helps teams challenge prompt injection, excessive agency, unsafe tool use, data exposure, and related adversarial conditions. Security tests should still connect to the workflow consequence.
Analysis
ISO and local guidance define organizational expectations
ISO/IEC 42001 addresses an AI management system, while Indonesian guidance continues to evolve by sector. Verune can organize evidence against these concepts but must keep certification and legal conclusions with qualified authorities.
Primary references
Sources behind this field guide.
Continue the evidence path
Related field guides and research.
AI agent evaluation is not observability, red teaming, audit, or certification.
A practical map of five related disciplines and the decision each one supports.
Fluent Indonesian is not proof of workflow reliability.
Why local language quality must be tested together with policy, tools, money, time, and recovery.
How to test payment timeout, retry, and human handoff.
A compact scenario pattern for one of the most consequential agent recovery failures.
Next step
Turn the principle into workflow evidence.
Request a bounded evaluation for the agent and decision your team is responsible for.