Govern
Passport ownership, policy boundaries, human accountability, review roles, and lifecycle state.
NIST AI RMF-Aware Readiness
Map governed AI worker records to AI risk-management work.
Scaled Agents™ supports NIST AI RMF-aware readiness by organizing AI worker purpose, ownership, context, risks, measurements, oversight, monitoring, and evidence records.
The NIST AI RMF is a risk-management reference. Scaled Agents can help structure preparation around governance, mapping, measurement, and management concepts without claiming NIST approval or formal conformance.
Context
Use this page for AI risk-management readiness.
This page is for teams that need a practical way to connect governed AI worker records to AI risk-management routines.
It focuses on preparation patterns: owner accountability, use-case context, risk tiering, trust-boundary review, control checkpoints, measurement planning, monitoring evidence, and residual-risk escalation.
- NIST AI RMF-aware mapping, not NIST approval
- Risk-management preparation, not a compliance conclusion
- Customer risk acceptance remains an accountable human decision
Readiness Fit
Scaled Agents can organize the records AI risk work needs.
The product primitives are useful because AI risk work requires traceable context, ownership, review decisions, and evidence over time.
Map
Use-case context, data classes, tool access, trust boundaries, autonomy, consequences, and affected stakeholders.
Measure
Risk indicators, evidence requirements, validation notes, monitoring signals, and exception tracking.
Manage
Toll Gate decisions, Human Review, Runtime Permit limits, remediation actions, escalation paths, and renewal cadence.
Claim boundary
Scaled Agents is not endorsed, approved, certified, or validated by NIST. This page supports NIST AI RMF-aware readiness conversations only and does not provide a compliance conclusion, audit opinion, security authorization, legal conclusion, or guaranteed risk outcome.
Control Mapping
Map Scaled Agents records to readiness concepts.
This public matrix is a readiness map. It does not copy NIST control language or create a formal assessment.
| Requirement / concept | Current Scaled Agents capability | Fit | Recommended improvement |
|---|---|---|---|
| AI governance accountability | Passport owner, sponsor, reviewer, risk owner, and escalation path. | Strong | Add explicit residual-risk owner fields in product roadmap. |
| Context and risk mapping | Risk tier, data class, autonomy, system boundary, tool and connector limits. | Strong | Add NIST AI RMF filter labels to readiness views. |
| Measurement and monitoring | Lifecycle analytics, evidence records, Stamps, review queues, and permit outcomes. | Partial | Add measurement thresholds and acceptance criteria views. |
| Risk treatment evidence | Toll Gates, Human Review decisions, remediation records, and exception notes. | Strong | Add residual-risk summary export. |
Product Fit
Product records that support NIST AI RMF-aware readiness.
Maintains owner, purpose, scope, risk tier, boundaries, lifecycle state, and evidence references.
Captures decision checkpoints for risk, data, tool use, autonomy, and consequential action.
Preserves accountable reviewer decisions, requests for change, escalation, and approval boundaries.
Stores traceable preparation evidence without exposing secrets or raw sensitive material.
Framework Readiness Family
Related public readiness pages.
Use these pages as orientation aids before customer-specific review, implementation, legal analysis, security assessment, audit work, or management approval.