{
  "profile": {
    "id": "nicholas_obrien",
    "name": "Nicholas Francis O'Brien",
    "display_name": "Nicko O'Brien",
    "location": "Lower Hutt, New Zealand",
    "headline": "IT professional with support, technical operations, and AI/process improvement capability.",
    "summary": [
      "Enterprise IT support professional with current service desk experience and public evidence across support practice, technical operations, and AI/process improvement work.",
      "Published site scope is a canonical professional profile with reviewed evidence nodes and role-specific resume projections.",
      "Public detail remains intentionally bounded to protect sensitive operational substrate while preserving useful delivery evidence."
    ],
    "public_links": [
      {
        "id": "email",
        "label": "Email",
        "display_value": "nicko.obrien.ai@gmail.com",
        "href": "mailto:nicko.obrien.ai@gmail.com",
        "copy_value": "nicko.obrien.ai@gmail.com"
      },
      {
        "id": "website",
        "label": "Website",
        "display_value": "nicko.obrienai.com",
        "href": "https://nicko.obrienai.com",
        "copy_value": "https://nicko.obrienai.com"
      },
      {
        "id": "linkedin",
        "label": "LinkedIn",
        "display_value": "linkedin.com/in/nicholasfobrien/",
        "href": "https://linkedin.com/in/nicholasfobrien/",
        "copy_value": "https://linkedin.com/in/nicholasfobrien/"
      },
      {
        "id": "github",
        "label": "GitHub",
        "display_value": "github.com/nicholasob7",
        "href": "https://github.com/nicholasob7",
        "copy_value": "https://github.com/nicholasob7"
      },
      {
        "id": "twitter",
        "label": "X",
        "display_value": "x.com/francis_o39763",
        "href": "https://x.com/francis_o39763",
        "copy_value": "https://x.com/francis_o39763"
      }
    ],
    "current_employment": {
      "role": "IT Service Desk Analyst",
      "employer": "NTT DATA",
      "location": "Wellington, New Zealand",
      "period": {
        "start_label": "November 2022",
        "start_iso_month": "2022-11",
        "end_label": "Present",
        "end_iso_month": null,
        "is_current": true,
        "display": "November 2022 – Present"
      }
    },
    "qualifications": [
      "AWS Certified Cloud Practitioner",
      "AWS Foundations of Cloud Computing — Unitec / Te Pūkenga",
      "Bachelor of Arts, History and Political Science — Griffith University",
      "NTT internal certifications, including AI training",
      "NTT internal training via Skillsoft Percipio, including Azure AI, AI development, Microsoft Azure Fundamentals preparation, service management, security awareness, and enterprise IT support coursework"
    ],
    "publication_note": "This profile is the approved static publication surface for professional profile data, evidence nodes, projection metadata, and published PDF artifacts."
  },
  "practice_areas": {
    "ids": [
      "support_practice",
      "technical_operations_practice",
      "ai_process_improvement_practice",
      "documentation_delivery_evidence"
    ],
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        "id": "support_practice",
        "label": "Support Practice",
        "short_label": "Support",
        "summary": "Front-line and extended support capability across incident handling, service requests, Microsoft administration, identity/access work, remote support, and escalation judgment.",
        "keywords": [
          "service desk",
          "help desk",
          "incident handling",
          "service requests",
          "microsoft 365",
          "identity and access",
          "remote support",
          "first-contact resolution"
        ],
        "evidence_node_ids": [
          "service_desk_foundation",
          "privileged_access_and_operational_scope"
        ],
        "projection_ids": [
          "it_support",
          "technical_operations",
          "ai_process"
        ]
      },
      {
        "id": "technical_operations_practice",
        "label": "Technical Operations Practice",
        "short_label": "Technical Operations",
        "summary": "Operational technical capability across endpoint troubleshooting, deployment diagnostics, application support, package investigation, access administration, and controlled remediation work.",
        "keywords": [
          "endpoint support",
          "application support",
          "deployment diagnostics",
          "package investigation",
          "privileged access",
          "technical troubleshooting",
          "endpoint remediation"
        ],
        "evidence_node_ids": [
          "privileged_access_and_operational_scope",
          "endpoint_remediation",
          "package_redesign"
        ],
        "projection_ids": [
          "it_support",
          "technical_operations"
        ]
      },
      {
        "id": "ai_process_improvement_practice",
        "label": "AI and Process Improvement Practice",
        "short_label": "AI and Process Improvement",
        "summary": "AI-assisted operational capability across research, troubleshooting, remediation design, workflow mapping, documentation, and conversion of recurring issues into repeatable outputs.",
        "keywords": [
          "ai operations",
          "process improvement",
          "ai-assisted research",
          "workflow mapping",
          "remediation design",
          "structured troubleshooting",
          "repeatable operational outputs"
        ],
        "evidence_node_ids": [
          "endpoint_remediation",
          "package_redesign",
          "ai_governance",
          "website_publication"
        ],
        "projection_ids": [
          "technical_operations",
          "ai_process",
          "it_support"
        ]
      },
      {
        "id": "documentation_delivery_evidence",
        "label": "Documentation and Delivery Evidence",
        "short_label": "Documentation and Delivery",
        "summary": "Public evidence of documentation quality, traceability, bounded communication, and delivery framing that supports both human readers and machine-readable publication surfaces.",
        "keywords": [
          "documentation",
          "traceability",
          "technical communication",
          "public evidence",
          "delivery evidence",
          "machine-readable profile",
          "bounded disclosure"
        ],
        "evidence_node_ids": [
          "service_desk_foundation",
          "privileged_access_and_operational_scope",
          "endpoint_remediation",
          "package_redesign",
          "ai_governance",
          "website_publication"
        ],
        "projection_ids": [
          "it_support",
          "technical_operations",
          "ai_process"
        ]
      }
    ]
  },
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      "technical_operations",
      "ai_process"
    ],
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          "Service Desk",
          "Help Desk",
          "Desktop Support",
          "IT Support Analyst"
        ],
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          "help desk",
          "desktop support",
          "service desk analyst"
        ],
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          "incident handling",
          "service requests",
          "microsoft 365",
          "identity and access",
          "remote support",
          "first-contact resolution"
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          "support_practice",
          "documentation_delivery_evidence"
        ],
        "evidence_node_ids": [
          "service_desk_foundation",
          "privileged_access_and_operational_scope"
        ],
        "selection_summary": "Best aligned with front-line support, service desk delivery, Microsoft administration, identity/access work, and end-user issue resolution roles.",
        "html_route": {
          "path": "/resumes/it-support",
          "url": "https://nicko.obrienai.com/resumes/it-support"
        },
        "pdf": {
          "path": "/resumes/Nicholas_OBrien_Resume_IT_Support.pdf",
          "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_IT_Support.pdf"
        }
      },
      {
        "id": "technical_operations",
        "label": "Technical Operations",
        "role_family": "Technical operations, endpoint support, and deployment diagnostics",
        "role_targets": [
          "Technical Operations",
          "Systems Support",
          "Application Support",
          "Endpoint Support",
          "Deployment Support"
        ],
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          "systems support",
          "application support",
          "endpoint support",
          "deployment support"
        ],
        "keywords": [
          "endpoint remediation",
          "deployment diagnostics",
          "package investigation",
          "privileged access",
          "technical troubleshooting"
        ],
        "practice_area_ids": [
          "technical_operations_practice",
          "support_practice",
          "documentation_delivery_evidence"
        ],
        "evidence_node_ids": [
          "endpoint_remediation",
          "package_redesign",
          "privileged_access_and_operational_scope",
          "service_desk_foundation"
        ],
        "selection_summary": "Built for endpoint remediation, application support, deployment diagnostics, package investigation, and structured technical troubleshooting roles.",
        "html_route": {
          "path": "/resumes/technical-operations",
          "url": "https://nicko.obrienai.com/resumes/technical-operations"
        },
        "pdf": {
          "path": "/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf",
          "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf"
        }
      },
      {
        "id": "ai_process",
        "label": "AI / Process Improvement",
        "role_family": "AI-assisted operations and process improvement",
        "role_targets": [
          "AI / Process Improvement",
          "AI Operations",
          "Process Improvement",
          "Technical Analyst",
          "Automation-Adjacent Operations"
        ],
        "aliases": [
          "ai operations",
          "process improvement",
          "technical analyst",
          "automation-adjacent operations"
        ],
        "keywords": [
          "ai-assisted research",
          "documentation",
          "workflow mapping",
          "remediation design",
          "structured troubleshooting",
          "repeatable operational outputs"
        ],
        "practice_area_ids": [
          "ai_process_improvement_practice",
          "documentation_delivery_evidence"
        ],
        "evidence_node_ids": [
          "endpoint_remediation",
          "package_redesign",
          "ai_governance",
          "website_publication"
        ],
        "selection_summary": "Suited to AI-assisted operational analysis, process improvement, documentation quality, remediation design, and converting recurring issues into repeatable outputs.",
        "html_route": {
          "path": "/resumes/ai-process",
          "url": "https://nicko.obrienai.com/resumes/ai-process"
        },
        "pdf": {
          "path": "/resumes/Nicholas_OBrien_Resume_AI_Process.pdf",
          "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_AI_Process.pdf"
        }
      }
    ]
  },
  "resume_projections": [
    {
      "id": "it_support",
      "status": "active",
      "label": "IT Support",
      "role_family": "Enterprise IT support and service desk delivery",
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        "IT Support",
        "Service Desk",
        "Help Desk",
        "Desktop Support",
        "IT Support Analyst"
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      ],
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        "incident handling",
        "service requests",
        "microsoft 365",
        "identity and access",
        "remote support",
        "first-contact resolution"
      ],
      "summary": "Front-line enterprise support projection for incident handling, service requests, Microsoft administration, identity and access work, endpoint troubleshooting, and escalation judgment.",
      "selection_summary": "Best aligned with front-line support, service desk delivery, Microsoft administration, identity/access work, and end-user issue resolution roles.",
      "practice_area_ids": [
        "support_practice",
        "documentation_delivery_evidence"
      ],
      "secondary_practice_area_ids": [
        "technical_operations_practice"
      ],
      "core_evidence_node_ids": [
        "service_desk_foundation",
        "privileged_access_and_operational_scope"
      ],
      "secondary_evidence_node_ids": [
        "endpoint_remediation"
      ],
      "html_route": {
        "path": "/resumes/it-support",
        "url": "https://nicko.obrienai.com/resumes/it-support"
      },
      "pdf": {
        "path": "/resumes/Nicholas_OBrien_Resume_IT_Support.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_IT_Support.pdf",
        "human_visible": true,
        "machine_visible": true
      },
      "registry": {
        "canonical_priority": 1,
        "sort_order": 1
      }
    },
    {
      "id": "technical_operations",
      "status": "active",
      "label": "Technical Operations",
      "role_family": "Technical operations, endpoint support, and deployment diagnostics",
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        "Technical Operations",
        "Systems Support",
        "Application Support",
        "Endpoint Support",
        "Deployment Support"
      ],
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        "systems support",
        "application support",
        "endpoint support",
        "deployment support"
      ],
      "keywords": [
        "endpoint remediation",
        "deployment diagnostics",
        "package investigation",
        "privileged access",
        "technical troubleshooting"
      ],
      "summary": "Operational support projection for endpoint remediation, application support, deployment troubleshooting, privileged access handling, package-level investigation, and structured improvement work.",
      "selection_summary": "Built for endpoint remediation, application support, deployment diagnostics, package investigation, and structured technical troubleshooting roles.",
      "practice_area_ids": [
        "technical_operations_practice",
        "support_practice",
        "documentation_delivery_evidence"
      ],
      "core_evidence_node_ids": [
        "endpoint_remediation",
        "package_redesign",
        "privileged_access_and_operational_scope",
        "service_desk_foundation"
      ],
      "html_route": {
        "path": "/resumes/technical-operations",
        "url": "https://nicko.obrienai.com/resumes/technical-operations"
      },
      "pdf": {
        "path": "/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf",
        "human_visible": true,
        "machine_visible": true
      },
      "registry": {
        "canonical_priority": 1,
        "sort_order": 2
      }
    },
    {
      "id": "ai_process",
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        "technical analyst",
        "automation-adjacent operations"
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        "documentation",
        "workflow mapping",
        "remediation design",
        "structured troubleshooting",
        "repeatable operational outputs"
      ],
      "summary": "AI-forward operations projection for workflow mapping, troubleshooting analysis, documentation, remediation design, and turning recurring support issues into repeatable operational outputs.",
      "selection_summary": "Suited to AI-assisted operational analysis, process improvement, documentation quality, remediation design, and converting recurring issues into repeatable outputs.",
      "practice_area_ids": [
        "ai_process_improvement_practice",
        "documentation_delivery_evidence"
      ],
      "secondary_practice_area_ids": [
        "technical_operations_practice"
      ],
      "core_evidence_node_ids": [
        "endpoint_remediation",
        "package_redesign",
        "ai_governance",
        "website_publication"
      ],
      "secondary_evidence_node_ids": [
        "privileged_access_and_operational_scope"
      ],
      "html_route": {
        "path": "/resumes/ai-process",
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      },
      "pdf": {
        "path": "/resumes/Nicholas_OBrien_Resume_AI_Process.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_AI_Process.pdf",
        "human_visible": true,
        "machine_visible": true
      },
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        "sort_order": 3
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      "privileged_access_and_operational_scope",
      "endpoint_remediation",
      "package_redesign",
      "ai_governance",
      "website_publication"
    ],
    "by_projection_id": {
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        "service_desk_foundation",
        "privileged_access_and_operational_scope",
        "endpoint_remediation"
      ],
      "technical_operations": [
        "service_desk_foundation",
        "privileged_access_and_operational_scope",
        "endpoint_remediation",
        "package_redesign"
      ],
      "ai_process": [
        "service_desk_foundation",
        "privileged_access_and_operational_scope",
        "endpoint_remediation",
        "package_redesign",
        "ai_governance",
        "website_publication"
      ]
    },
    "by_practice_area_id": {
      "support_practice": [
        "service_desk_foundation",
        "privileged_access_and_operational_scope"
      ],
      "technical_operations_practice": [
        "privileged_access_and_operational_scope",
        "endpoint_remediation",
        "package_redesign"
      ],
      "ai_process_improvement_practice": [
        "endpoint_remediation",
        "package_redesign",
        "ai_governance",
        "website_publication"
      ],
      "documentation_delivery_evidence": [
        "service_desk_foundation",
        "privileged_access_and_operational_scope",
        "endpoint_remediation",
        "package_redesign",
        "ai_governance",
        "website_publication"
      ]
    }
  },
  "evidence_nodes": [
    {
      "id": "service_desk_foundation",
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      "status": "complete",
      "practice_area_ids": [
        "support_practice",
        "documentation_delivery_evidence"
      ],
      "projection_ids": [
        "it_support",
        "technical_operations",
        "ai_process"
      ],
      "keywords": [
        "service desk",
        "incident handling",
        "service requests",
        "remote support",
        "documentation",
        "escalation judgment"
      ],
      "public_details": [
        "Service desk work in a large enterprise support environment.",
        "Incidents and service requests handled from triage through resolution or evidence-based escalation.",
        "Remote support across user, device, application, and access issues."
      ],
      "disclosure": "bounded_public",
      "withheld_detail_note": "Client-specific internal operational detail remains intentionally bounded to public professional summary level.",
      "period": {
        "start_label": "November 2022",
        "start_iso_month": "2022-11",
        "end_label": "late 2023",
        "end_iso_month": null,
        "is_current": false,
        "display": "November 2022 – late 2023"
      }
    },
    {
      "id": "privileged_access_and_operational_scope",
      "label": "Privileged Access and Operational Scope",
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      "status": "mixed_or_transitional",
      "practice_area_ids": [
        "support_practice",
        "technical_operations_practice",
        "documentation_delivery_evidence"
      ],
      "projection_ids": [
        "it_support",
        "technical_operations",
        "ai_process"
      ],
      "keywords": [
        "privileged access",
        "vendor liaison",
        "queue operations",
        "traceability",
        "process improvement",
        "configuration support"
      ],
      "public_details": [
        "Privileged access request handling across multiple account/access types.",
        "Vendor-facing queue and transition support beyond normal front-line scope.",
        "Traceability and repeat-work reduction through bulk changes, filter logic, and cross-ticket linkage."
      ],
      "disclosure": "bounded_public_with_sensitive_substrate_withheld",
      "withheld_detail_note": "Sensitive client, vendor, queue, and internal process substrate remains intentionally withheld.",
      "period": {
        "start_label": "2023",
        "start_iso_month": null,
        "end_label": "Present",
        "end_iso_month": null,
        "is_current": true,
        "display": "2023 – Present"
      }
    },
    {
      "id": "endpoint_remediation",
      "label": "Endpoint Remediation",
      "summary": "AI-assisted endpoint remediation development, validation, production use, and controlled translation of incident results into broader technical investigation.",
      "status": "complete",
      "practice_area_ids": [
        "technical_operations_practice",
        "ai_process_improvement_practice",
        "documentation_delivery_evidence"
      ],
      "projection_ids": [
        "technical_operations",
        "ai_process",
        "it_support"
      ],
      "route": {
        "path": "/highlights/endpoint-remediation",
        "url": "https://nicko.obrienai.com/highlights/endpoint-remediation"
      },
      "keywords": [
        "endpoint remediation",
        "PowerShell",
        "AI-assisted research",
        "validation",
        "production use",
        "technical troubleshooting"
      ],
      "public_details": [
        "Remediation script built from observed incident behavior rather than theoretical fixes.",
        "Testing moved from non-production work to device validation and controlled live use.",
        "Remediation outcomes informed broader package-level investigation."
      ],
      "disclosure": "bounded_public_with_sensitive_substrate_withheld",
      "withheld_detail_note": "Operational substrate, vendor-specific implementation detail, and deduction-enabling package internals remain intentionally withheld.",
      "period": {
        "start_label": "August 2025",
        "start_iso_month": "2025-08",
        "end_label": "October 2025",
        "end_iso_month": "2025-10",
        "is_current": false,
        "display": "August–October 2025"
      }
    },
    {
      "id": "package_redesign",
      "label": "Package Redesign",
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      "status": "active",
      "practice_area_ids": [
        "technical_operations_practice",
        "ai_process_improvement_practice",
        "documentation_delivery_evidence"
      ],
      "projection_ids": [
        "technical_operations",
        "ai_process"
      ],
      "route": {
        "path": "/highlights/package-redesign",
        "url": "https://nicko.obrienai.com/highlights/package-redesign"
      },
      "keywords": [
        "migration stabilization",
        "deployment diagnostics",
        "package investigation",
        "change tracking",
        "test-device validation",
        "controlled deployment",
        "agent-readable evidence directory"
      ],
      "public_details": [
        "Validated remediation logic translated into package-level controls.",
        "Test-device package redesign reached successful validation.",
        "Structured as an agent-readable evidence directory so another reviewer could inspect the package path, rationale, supporting evidence, deployment implications, and change-review information.",
        "Prepared review, change, and audit-ready framing for later rollout stages."
      ],
      "disclosure": "bounded_public_with_sensitive_substrate_withheld",
      "withheld_detail_note": "Specific package substrate, deployment mechanics, and deduction-enabling internal detail remain intentionally withheld.",
      "period": {
        "start_label": "February 2026",
        "start_iso_month": "2026-02",
        "end_label": "Ongoing",
        "end_iso_month": null,
        "is_current": true,
        "display": "February 2026 – Ongoing"
      }
    },
    {
      "id": "ai_governance",
      "label": "AI Governance",
      "summary": "AI governance thinking, semantic control, authority separation, and structured reasoning for high-consequence systems.",
      "status": "active",
      "practice_area_ids": [
        "ai_process_improvement_practice",
        "documentation_delivery_evidence"
      ],
      "projection_ids": [
        "ai_process"
      ],
      "route": {
        "path": "/highlights/ai-governance",
        "url": "https://nicko.obrienai.com/highlights/ai-governance"
      },
      "keywords": [
        "ai governance",
        "semantic control",
        "structured reasoning",
        "authority separation",
        "traceability",
        "human-in-the-loop"
      ],
      "public_details": [
        "Governance framing separates intent, doctrine, policy, and execution.",
        "Public material emphasizes semantic precision, traceability, and safe handling of ambiguity.",
        "Qualification notes keep analytical characterization separate from employment reference claims."
      ],
      "disclosure": "bounded_public",
      "withheld_detail_note": "Only bounded public governance-direction detail is exposed through the portfolio surface."
    },
    {
      "id": "website_publication",
      "label": "Website Publication",
      "summary": "Static publication discipline, machine-readable surface design, and controlled public delivery for the professional profile site itself.",
      "status": "active",
      "practice_area_ids": [
        "documentation_delivery_evidence",
        "ai_process_improvement_practice"
      ],
      "projection_ids": [
        "ai_process"
      ],
      "route": {
        "path": "/highlights/website-publication",
        "url": "https://nicko.obrienai.com/highlights/website-publication"
      },
      "keywords": [
        "static publication",
        "machine-readable profile",
        "route metadata",
        "delivery boundaries",
        "interaction controls",
        "public structure"
      ],
      "public_details": [
        "Static publication surface with route metadata, sitemap, and machine-readable route.",
        "Interaction and transition behavior kept separate from page usability.",
        "Public structure remains intentionally bounded rather than modeling private system state."
      ],
      "disclosure": "bounded_public",
      "withheld_detail_note": "Only selected implementation behavior relevant to public publication and delivery is exposed."
    }
  ],
  "artifacts": {
    "canonical_json": {
      "path": "/canonical.json",
      "url": "https://nicko.obrienai.com/canonical.json"
    },
    "homepage": {
      "path": "/",
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    },
    "highlights_index": {
      "path": "/highlights",
      "url": "https://nicko.obrienai.com/highlights"
    },
    "resume_index": {
      "path": "/resumes",
      "url": "https://nicko.obrienai.com/resumes"
    },
    "highlight_routes": [
      {
        "id": "endpoint_remediation",
        "label": "Endpoint Remediation",
        "path": "/highlights/endpoint-remediation",
        "url": "https://nicko.obrienai.com/highlights/endpoint-remediation"
      },
      {
        "id": "package_redesign",
        "label": "Package Redesign",
        "path": "/highlights/package-redesign",
        "url": "https://nicko.obrienai.com/highlights/package-redesign"
      },
      {
        "id": "ai_governance",
        "label": "AI Governance",
        "path": "/highlights/ai-governance",
        "url": "https://nicko.obrienai.com/highlights/ai-governance"
      },
      {
        "id": "website_publication",
        "label": "Website Publication",
        "path": "/highlights/website-publication",
        "url": "https://nicko.obrienai.com/highlights/website-publication"
      }
    ],
    "resume_pdfs": [
      {
        "projection_id": "it_support",
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        "path": "/resumes/Nicholas_OBrien_Resume_IT_Support.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_IT_Support.pdf"
      },
      {
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        "label": "Technical Operations",
        "path": "/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_Technical_Operations.pdf"
      },
      {
        "projection_id": "ai_process",
        "label": "AI / Process Improvement",
        "path": "/resumes/Nicholas_OBrien_Resume_AI_Process.pdf",
        "url": "https://nicko.obrienai.com/resumes/Nicholas_OBrien_Resume_AI_Process.pdf"
      }
    ],
    "resume_html_routes": [
      {
        "projection_id": "it_support",
        "label": "IT Support",
        "path": "/resumes/it-support",
        "url": "https://nicko.obrienai.com/resumes/it-support"
      },
      {
        "projection_id": "technical_operations",
        "label": "Technical Operations",
        "path": "/resumes/technical-operations",
        "url": "https://nicko.obrienai.com/resumes/technical-operations"
      },
      {
        "projection_id": "ai_process",
        "label": "AI / Process Improvement",
        "path": "/resumes/ai-process",
        "url": "https://nicko.obrienai.com/resumes/ai-process"
      }
    ],
    "sitemap": {
      "path": "/sitemap.xml",
      "url": "https://nicko.obrienai.com/sitemap.xml"
    }
  },
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    "type": "static_publication_surface",
    "canonical_origin": "https://nicko.obrienai.com",
    "generated_from": "build-time content modules for profile, practice areas, evidence nodes, projection guidance, and published resume projection registry",
    "scope": "reviewed public professional profile, evidence nodes, projection metadata, and published PDF artifacts",
    "freshness": "build-time projection",
    "machine_reader_start_point": "resume_projection_index"
  },
  "future_generation_boundary": {
    "runtime_bespoke_generation_supported": false,
    "runtime_job_description_ingestion_supported": false,
    "publication_model": "Only reviewed, committed PDF artifacts are published from this repository.",
    "separate_generation_system_expected": true,
    "future_integration_note": "A separate generation system may consume this canonical profile, practice, evidence, and projection model later to propose bespoke outputs for review."
  }
}