{
  "schema_version": "1.0.0",
  "profile_version": "2026.08.11-public-agent-v2",
  "generated_at": "2026-08-11T12:00:00Z",
  "publication_status": "PUBLIC_HIGH_CONFIDENCE",
  "role_families": [
    {
      "id": "programme_management",
      "fit": "STRONG",
      "summary": "Strongest where programme objectives must be translated into coordinated institutional and operational delivery.",
      "supporting_capabilities": [
        "Programme implementation",
        "Institutional navigation",
        "Multi-portfolio coordination",
        "Management-facing input"
      ],
      "authority_boundaries": [
        "Do not infer formal programme ownership or large-team line management."
      ],
      "relevant_public_projects": [
        "EU institutional reform portfolio",
        "UN country-programme delivery"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "project_management",
      "fit": "STRONG",
      "summary": "Strong for coordination-led project management involving experts, stakeholders, work plans, deliverables, risks and formal reporting.",
      "supporting_capabilities": [
        "Project control",
        "Experts and deliverables",
        "Study visits",
        "Issue escalation"
      ],
      "authority_boundaries": [
        "Do not infer universal end-to-end budget or contracting authority."
      ],
      "relevant_public_projects": [
        "EU institutional reform portfolio",
        "Validated digital prototype work"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "operations",
      "fit": "STRONG",
      "summary": "Strong for cross-functional operating environments where programme, procurement, systems and external delivery intersect.",
      "supporting_capabilities": [
        "Cross-functional delivery",
        "Operational visibility",
        "Supplier coordination",
        "Continuity under pressure"
      ],
      "authority_boundaries": [
        "Do not infer departmental leadership or formal financial approval."
      ],
      "relevant_public_projects": [
        "UN country-programme delivery",
        "Controlled multi-agent workflow"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "procurement",
      "fit": "SUPPORTED",
      "summary": "Supported for practitioner, coordination and supplier-operations roles with defined approval structures.",
      "supporting_capabilities": [
        "Market canvassing",
        "Supplier recommendation",
        "Vendor onboarding",
        "Enterprise procurement workflows"
      ],
      "authority_boundaries": [
        "Recommendation and process execution are not final award or contracting authority."
      ],
      "relevant_public_projects": [
        "UN procurement portfolio",
        "Senior mission delivery"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "pmo",
      "fit": "STRONG",
      "summary": "Strong for plans, milestones, deliverables, records, status visibility, dependency control and follow-through.",
      "supporting_capabilities": [
        "Work-plan control",
        "Reporting packages",
        "Risk and issue visibility",
        "Portfolio coordination"
      ],
      "authority_boundaries": [
        "PMO coordination is not represented as executive programme ownership."
      ],
      "relevant_public_projects": [
        "EU technical assistance portfolio",
        "UN multi-portfolio continuity"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "digital_transformation",
      "fit": "SUPPORTED",
      "summary": "Supported for adoption, workflow translation, user enablement and controlled implementation rather than engineering ownership.",
      "supporting_capabilities": [
        "Enterprise-system adoption",
        "Knowledge transfer",
        "Supplier enablement",
        "Operational feedback"
      ],
      "authority_boundaries": [
        "Do not infer enterprise architecture or software engineering authority."
      ],
      "relevant_public_projects": [
        "Enterprise-system adoption",
        "Validated digital prototype work"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "ai_enabled_operations",
      "fit": "STRONG",
      "summary": "Strong for evidence-controlled workflows, multi-agent orchestration, agent governance, testing and human-in-the-loop operations.",
      "supporting_capabilities": [
        "Problem framing",
        "Agent governance",
        "Evidence control",
        "Critical integration"
      ],
      "authority_boundaries": [
        "Do not infer machine-learning research or model-training expertise."
      ],
      "relevant_public_projects": [
        "Controlled multi-agent workflow",
        "Evidence-governed research workflow",
        "Validated digital prototype work"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "institutional_coordination",
      "fit": "STRONG",
      "summary": "Strong for international organizations, public institutions, EU technical assistance and multi-stakeholder implementation environments.",
      "supporting_capabilities": [
        "Institutional navigation",
        "Government coordination",
        "International experts",
        "Senior mission delivery"
      ],
      "authority_boundaries": [
        "Do not infer policy authorship or diplomatic authority."
      ],
      "relevant_public_projects": [
        "EU institutional reform portfolio",
        "UN country-programme delivery"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    },
    {
      "id": "implementation_management",
      "fit": "STRONG",
      "summary": "Strong where plans must become controlled action across people, systems, suppliers and formal governance.",
      "supporting_capabilities": [
        "Implementation sequencing",
        "Dependency management",
        "Stakeholder alignment",
        "Knowledge transfer"
      ],
      "authority_boundaries": [
        "Fit is strongest in scope-bounded, coordination-led environments."
      ],
      "relevant_public_projects": [
        "EU institutional reform portfolio",
        "Digital systems adoption",
        "Controlled multi-agent workflow"
      ],
      "publication_status": "PUBLIC_HIGH_CONFIDENCE"
    }
  ]
}