Framework readiness support - Public framework-aware language is for preparation and evidence organization, not certification, formal assurance, or guaranteed outcomes.

Framework Readiness Library

Framework readiness for governed AI workers.

Scaled Agents™ uses selected public frameworks and standards as readiness, mapping, and evidence-organization references for governed AI workers.

These pages explain how Agent Passports, human oversight, risk classification, runtime permits, control mappings, and evidence trails can support preparation work. They do not create certifications, legal conclusions, audit opinions, regulatory approvals, or guaranteed compliance outcomes.

Context

Use this library as a public-safe orientation shelf.

Framework readiness pages are designed for teams that need common vocabulary and review-preparation context before customer-specific governance, legal, compliance, security, audit, or procurement review.

Each page maps Scaled Agents concepts to preparation patterns such as inventories, ownership, human oversight, risk classification, evidence trails, runtime-control records, management review inputs, and board-level summaries.

  • Readiness, awareness, mapping, and evidence-organization language only
  • No certification, legal advice, audit opinion, formal attestation, or endorsement claims
  • Customer-specific conclusions remain with qualified reviewers and accountable owners

Library Structure

Start with the first-wave readiness pages.

The first release covers the public-facing framework references most closely tied to governed AI worker identity, risk management, regulatory screening, AI security, and evidence preparation.

ISO 42001 Readiness

Open route: /iso-42001-readiness

NIST AI RMF Readiness

Open route: /framework-readiness/nist-ai-rmf

EU AI Act Readiness

Open route: /framework-readiness/eu-ai-act

OWASP AI Security Awareness

Open route: /framework-readiness/owasp-ai-security

SOC 2 Evidence Support

Open route: /framework-readiness/soc-2-evidence

Claim boundary Framework readiness pages are informational and preparation-oriented. Scaled Agents is not a certification body, regulator, law firm, public accounting firm, auditor, standards owner, or official framework tool. These pages do not provide legal advice, compliance approval, audit opinion, certification, attestation, regulatory approval, security authorization, production authorization, or guaranteed outcomes.

Control Mapping

Map Scaled Agents records to readiness concepts.

This matrix keeps the framework family visible without implying that frameworks are interchangeable or that Scaled Agents produces formal compliance outcomes.

Requirement / concept Current Scaled Agents capability Fit Recommended improvement
Management-system readiness ISO 42001 readiness page and ISO 27001 integration positioning. Strong Add SoA and management-review support in the product roadmap.
AI risk-management readiness Passport, risk classification, Toll Gates, Human Review, monitoring, and evidence records. Strong Add NIST AI RMF-specific readiness views and residual-risk summaries.
Regulatory screening support EU AI Act role/risk screening language, transparency and oversight preparation, and Passport report views. Partial Add legal-review routing and jurisdiction-specific applicability gates before any customer-specific conclusion.
AI security awareness Prompt risk, tool-use boundaries, connector governance, runtime permits, and evidence trails. Strong Add security-review packets for OWASP and adversarial AI threat awareness.
Audit evidence organization Evidence Records, Stamps, lifecycle events, Human Review records, and export-package planning. Partial Add customer-safe audit package exports with redaction and scope labels.

Product Fit

Common Scaled Agents records across the library.

Passport

Governed identity, owner, purpose, scope, permissions, review state, lifecycle state, and evidence references.

Toll Gates and Human Review

Decision checkpoints for higher-risk AI worker activity, restricted tool use, sensitive data, and lifecycle movement.

Runtime Permits and Action Broker

Scoped authority planning for specific action requests before execution or future controlled connector paths.

Evidence Records and Stamps

Traceable records for reviews, decisions, exceptions, remediation, approvals, denials, and lifecycle events.

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.