[
  {
    "id": "governance-risk-compliance",
    "display_name": "Governance, Risk, and Compliance",
    "description": "Establishing governance frameworks, managing organizational risk, ensuring regulatory compliance, and directing security posture.",
    "sfia_category": "Strategy and Architecture",
    "practices": [
      "Risk Management",
      "Information Security Management",
      "Strategy Management"
    ],
    "tool_categories": [
      "grc",
      "security"
    ],
    "activity_set": [
      "architecture-mgmt-define-target-architecture",
      "architecture-mgmt-gap-analysis-between-current-and-target",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "change-enablement-review-and-close-change",
      "deployment-mgmt-define-deployment-models",
      "deployment-mgmt-document-deployment-procedures",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-verify-deployment",
      "improvement-evaluate-improvement-results",
      "improvement-identify-improvement-opportunities",
      "improvement-plan-and-implement-improvements",
      "incident-mgmt-classify-and-prioritize",
      "incident-mgmt-resolve-and-recover",
      "info-security-mgmt-analyze-security-requirements",
      "info-security-mgmt-analyze-test-results",
      "info-security-mgmt-assess-and-classify-incidents",
      "info-security-mgmt-assess-security-posture",
      "info-security-mgmt-communicate-security-approach",
      "info-security-mgmt-conduct-post-incident-review",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-detect-security-incidents",
      "info-security-mgmt-execute-security-tests",
      "info-security-mgmt-identify-improvement-opportunities",
      "info-security-mgmt-implement-security-controls",
      "info-security-mgmt-plan-security-tests",
      "info-security-mgmt-report-findings",
      "info-security-mgmt-respond-to-incidents",
      "info-security-mgmt-review-control-effectiveness",
      "info-security-mgmt-update-security-approach",
      "infrastructure-platform-mgmt-analyze-infrastructure-requirements",
      "infrastructure-platform-mgmt-design-infrastructure-solutions",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-monitor-infrastructure-performance",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "it-asset-mgmt-manage-asset-records",
      "it-asset-mgmt-register-it-assets",
      "it-asset-mgmt-track-asset-changes-throughout-lifecycle",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-design-reporting-formats-and-schedules",
      "measurement-reporting-distribute-reports-and-gather-feedback",
      "measurement-reporting-identify-measurement-objectives",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-classify-and-prioritize-events",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-define-monitoring-approach",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-identify-monitoring-requirements",
      "monitoring-event-mgmt-respond-to-events",
      "monitoring-event-mgmt-review-monitoring-effectiveness",
      "problem-mgmt-identify-root-causes",
      "risk-mgmt-analyze-and-evaluate-risks",
      "risk-mgmt-analyze-organizational-requirements-for-risk-management",
      "risk-mgmt-communicate-and-integrate",
      "risk-mgmt-define-and-agree-the-approach",
      "risk-mgmt-define-risk-treatment-options",
      "risk-mgmt-identify-risks",
      "risk-mgmt-implement-risk-treatments",
      "risk-mgmt-monitor-risk-indicators",
      "risk-mgmt-report-on-risk-status",
      "risk-mgmt-review-and-adjust",
      "risk-mgmt-review-risk-treatments",
      "risk-mgmt-update-risk-register",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-maintain-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-test-software-unit",
      "strategy-mgmt-agree-and-document-strategy",
      "strategy-mgmt-analyze-the-environment",
      "strategy-mgmt-assess-the-situation",
      "strategy-mgmt-communicate-and-embed-strategy",
      "strategy-mgmt-define-strategic-options",
      "strategy-mgmt-identify-strategic-options",
      "strategy-mgmt-make-and-communicate-decisions",
      "strategy-mgmt-review-and-adjust-strategy",
      "strategy-mgmt-review-outcomes",
      "supplier-mgmt-monitor-and-manage-supplier-performance",
      "supplier-mgmt-onboard-suppliers",
      "svc-catalog-mgmt-publish-catalog-views",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-analyze-stakeholder-requirements",
      "svc-configuration-mgmt-communicate-and-integrate-into-value-streams",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-manage-exceptions",
      "svc-configuration-mgmt-verify-configuration-data",
      "svc-continuity-mgmt-review-and-update-plans",
      "svc-financial-mgmt-track-costs-and-revenues",
      "svc-level-mgmt-analyze-service-performance",
      "svc-level-mgmt-monitor-service-levels",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-request-mgmt-fulfill-request",
      "svc-request-mgmt-receive-service-request",
      "svc-request-mgmt-validate-and-categorize",
      "svc-validation-testing-analyze-results",
      "svc-validation-testing-define-and-agree-the-approach",
      "svc-validation-testing-define-validation-criteria",
      "svc-validation-testing-execute-tests",
      "svc-validation-testing-execute-validation",
      "svc-validation-testing-plan-tests",
      "svc-validation-testing-prepare-test-environments",
      "svc-validation-testing-report-findings",
      "svc-validation-testing-report-validation-results",
      "svc-validation-testing-review-and-adjust",
      "workforce-talent-mgmt-develop-talent",
      "workforce-talent-mgmt-identify-talent",
      "workforce-talent-mgmt-manage-employee-development"
    ],
    "activity_count": 120
  },
  {
    "id": "service-design-architecture",
    "display_name": "Service Design and Architecture",
    "description": "Designing services, defining target architectures, analyzing business requirements, and ensuring architectural coherence.",
    "sfia_category": "Strategy and Architecture",
    "practices": [
      "Service Design",
      "Architecture Management",
      "Business Analysis"
    ],
    "tool_categories": [],
    "activity_set": [
      "architecture-mgmt-analyze-stakeholder-requirements-for-architecture",
      "architecture-mgmt-assess-compliance-with-target-architecture",
      "architecture-mgmt-assess-current-architecture",
      "architecture-mgmt-communicate-and-integrate-the-approach",
      "architecture-mgmt-define-and-agree-the-architecture-management-approach",
      "architecture-mgmt-define-target-architecture",
      "architecture-mgmt-develop-architecture-roadmap",
      "architecture-mgmt-gap-analysis-between-current-and-target",
      "architecture-mgmt-monitor-architecture-evolution",
      "architecture-mgmt-provide-architectural-guidance",
      "architecture-mgmt-review-and-adjust-the-approach",
      "architecture-mgmt-review-and-update-architecture",
      "architecture-mgmt-review-exceptions-and-waivers",
      "business-analysis-analyze-the-organization-and-requirements",
      "business-analysis-assessing-the-solution-s-performance-and-value",
      "business-analysis-communicate-and-adopt-the-business-analysis-approach",
      "business-analysis-defining-solution-options-and-identifying-the-recommended-solution",
      "business-analysis-develop-and-agree-a-business-analysis-approach",
      "business-analysis-elicitation-and-analysis-of-information-from-stakeholders",
      "business-analysis-review-the-business-analysis-approach",
      "business-analysis-supporting-solution-implementation-and-delivery",
      "svc-design-analyze-stakeholder-requirements-for-service-design",
      "svc-design-communicate-and-integrate-the-approach",
      "svc-design-coordinate-service-design-activities",
      "svc-design-define-and-agree-the-service-design-approach",
      "svc-design-plan-service-design-activities",
      "svc-design-review-and-adjust-service-design",
      "svc-design-review-and-adjust-the-approach",
      "svc-design-review-and-confirm-service-design-requirements"
    ],
    "activity_count": 29
  },
  {
    "id": "portfolio-financial-management",
    "display_name": "Portfolio and Financial Management",
    "description": "Managing service portfolios, financial planning, budgeting, cost allocation, and economic modeling for technology investments.",
    "sfia_category": "Strategy and Architecture",
    "practices": [
      "Portfolio Management",
      "Service Financial Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "portfolio-mgmt-analyze-portfolio-requirements",
      "portfolio-mgmt-authorize-portfolio-components",
      "portfolio-mgmt-communicate-and-integrate",
      "portfolio-mgmt-define-and-agree-the-approach",
      "portfolio-mgmt-evaluate-and-prioritize-investments",
      "portfolio-mgmt-monitor-portfolio-performance",
      "portfolio-mgmt-review-and-adjust",
      "portfolio-mgmt-review-and-rebalance-portfolio",
      "svc-financial-mgmt-allocate-costs",
      "svc-financial-mgmt-allocate-costs-to-services",
      "svc-financial-mgmt-analyze-financial-management-requirements",
      "svc-financial-mgmt-analyze-variances",
      "svc-financial-mgmt-assess-business-cases",
      "svc-financial-mgmt-communicate-and-integrate",
      "svc-financial-mgmt-define-and-agree-the-approach",
      "svc-financial-mgmt-develop-budgets",
      "svc-financial-mgmt-evaluate-pricing-options",
      "svc-financial-mgmt-forecast-costs-and-revenues",
      "svc-financial-mgmt-model-financial-scenarios",
      "svc-financial-mgmt-produce-management-accounts",
      "svc-financial-mgmt-review-and-adjust",
      "svc-financial-mgmt-review-and-adjust-financial-plans",
      "svc-financial-mgmt-support-investment-decisions",
      "svc-financial-mgmt-track-costs-and-revenues"
    ],
    "activity_count": 24
  },
  {
    "id": "software-engineering",
    "display_name": "Software Engineering",
    "description": "Developing, maintaining, and managing software across the full lifecycle from requirements through production maintenance.",
    "sfia_category": "Development and Implementation",
    "practices": [
      "Software Development and Management"
    ],
    "tool_categories": [
      "cicd",
      "frontend"
    ],
    "activity_set": [
      "architecture-mgmt-define-target-architecture",
      "availability-mgmt-monitor-availability",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "deployment-mgmt-define-deployment-models",
      "deployment-mgmt-document-deployment-procedures",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-prepare-deployment-environment",
      "deployment-mgmt-support-post-deployment-stabilization",
      "deployment-mgmt-verify-deployment",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-implement-security-controls",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-define-and-agree-the-approach",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "monitoring-event-mgmt-classify-and-prioritize-events",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-define-monitoring-approach",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-respond-to-events",
      "release-mgmt-coordinate-release-activities",
      "release-mgmt-plan-releases",
      "software-development-and-mgmt-analyze-requirements-for-sdm-approach",
      "software-development-and-mgmt-analyze-software-requirements",
      "software-development-and-mgmt-communicate-and-integrate",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-maintain-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-monitor-software-performance",
      "software-development-and-mgmt-review-and-adjust",
      "software-development-and-mgmt-review-and-improve-software",
      "software-development-and-mgmt-test-software-system",
      "software-development-and-mgmt-test-software-unit",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-validation-testing-define-validation-criteria",
      "svc-validation-testing-execute-validation",
      "svc-validation-testing-prepare-test-environments"
    ],
    "activity_count": 51
  },
  {
    "id": "infrastructure-platform",
    "display_name": "Infrastructure and Platform Engineering",
    "description": "Building, maintaining, and optimizing infrastructure, platforms, cloud environments, and container orchestration.",
    "sfia_category": "Development and Implementation",
    "practices": [
      "Infrastructure and Platform Management"
    ],
    "tool_categories": [
      "cloud_iac",
      "container",
      "backup_dr"
    ],
    "activity_set": [
      "architecture-mgmt-define-target-architecture",
      "architecture-mgmt-provide-architectural-guidance",
      "availability-mgmt-analyze-availability-requirements",
      "availability-mgmt-collect-availability-data",
      "availability-mgmt-design-for-availability",
      "availability-mgmt-monitor-availability",
      "capacity-performance-mgmt-analyze-capacity-requirements",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "change-enablement-assess-change",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "change-enablement-review-and-close-change",
      "deployment-mgmt-define-deployment-models",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-plan-deployment",
      "improvement-identify-improvement-opportunities",
      "info-security-mgmt-assess-security-posture",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-detect-security-incidents",
      "info-security-mgmt-execute-security-tests",
      "info-security-mgmt-implement-security-controls",
      "info-security-mgmt-review-control-effectiveness",
      "infrastructure-platform-mgmt-analyze-infrastructure-requirements",
      "infrastructure-platform-mgmt-analyze-stakeholder-requirements",
      "infrastructure-platform-mgmt-communicate-and-integrate",
      "infrastructure-platform-mgmt-define-and-agree-the-approach",
      "infrastructure-platform-mgmt-design-infrastructure-solutions",
      "infrastructure-platform-mgmt-hand-over-to-operations",
      "infrastructure-platform-mgmt-identify-improvement-opportunities",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-manage-infrastructure-incidents",
      "infrastructure-platform-mgmt-monitor-infrastructure-performance",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "infrastructure-platform-mgmt-plan-and-implement-improvements",
      "infrastructure-platform-mgmt-review-and-adjust",
      "infrastructure-platform-mgmt-review-infrastructure-performance",
      "infrastructure-platform-mgmt-update-infrastructure-records",
      "it-asset-mgmt-update-asset-status",
      "knowledge-mgmt-organize-and-store-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-distribute-reports-and-gather-feedback",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-respond-to-events",
      "problem-mgmt-identify-root-causes",
      "release-mgmt-coordinate-release-activities",
      "software-development-and-mgmt-analyze-software-requirements",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-review-and-improve-software",
      "supplier-mgmt-evaluate-and-select-suppliers",
      "supplier-mgmt-negotiate-and-agree-contracts",
      "supplier-mgmt-onboard-suppliers",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-define-and-implement-corrective-actions",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-manage-exceptions",
      "svc-configuration-mgmt-plan-verification-activities",
      "svc-configuration-mgmt-review-and-adjust-approach-and-procedures",
      "svc-configuration-mgmt-verify-configuration-data",
      "svc-continuity-mgmt-determine-recovery-priorities",
      "svc-continuity-mgmt-develop-continuity-plans",
      "svc-continuity-mgmt-execute-recovery-procedures",
      "svc-continuity-mgmt-review-and-update-plans",
      "svc-continuity-mgmt-test-and-exercise-plans",
      "svc-level-mgmt-document-slas",
      "svc-request-mgmt-fulfill-request",
      "svc-validation-testing-execute-tests",
      "workforce-talent-mgmt-develop-talent"
    ],
    "activity_count": 79
  },
  {
    "id": "testing-validation",
    "display_name": "Testing and Validation",
    "description": "Planning, executing, and managing tests and service validation to ensure quality and fitness for purpose.",
    "sfia_category": "Development and Implementation",
    "practices": [
      "Service Validation and Testing"
    ],
    "tool_categories": [],
    "activity_set": [
      "svc-validation-testing-analyze-results",
      "svc-validation-testing-analyze-validation-and-testing-requirements",
      "svc-validation-testing-communicate-and-integrate",
      "svc-validation-testing-define-and-agree-the-approach",
      "svc-validation-testing-define-validation-criteria",
      "svc-validation-testing-execute-tests",
      "svc-validation-testing-execute-validation",
      "svc-validation-testing-plan-tests",
      "svc-validation-testing-plan-validation-activities",
      "svc-validation-testing-prepare-test-environments",
      "svc-validation-testing-report-findings",
      "svc-validation-testing-report-validation-results",
      "svc-validation-testing-review-and-adjust"
    ],
    "activity_count": 13
  },
  {
    "id": "change-release-deployment",
    "display_name": "Change, Release, and Deployment",
    "description": "Governing changes, coordinating releases, managing deployments, and ensuring controlled transitions to production.",
    "sfia_category": "Change and Transformation",
    "practices": [
      "Change Enablement",
      "Release Management",
      "Deployment Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "change-enablement-analyze-change-management-requirements",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-communicate-and-integrate",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "change-enablement-register-change",
      "change-enablement-review-and-adjust",
      "change-enablement-review-and-close-change",
      "deployment-mgmt-communicate-models",
      "deployment-mgmt-define-deployment-models",
      "deployment-mgmt-document-deployment-procedures",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-plan-deployment",
      "deployment-mgmt-prepare-deployment-environment",
      "deployment-mgmt-review-and-improve-models",
      "deployment-mgmt-support-post-deployment-stabilization",
      "deployment-mgmt-verify-deployment",
      "release-mgmt-communicate-models",
      "release-mgmt-coordinate-release-activities",
      "release-mgmt-define-release-models",
      "release-mgmt-document-release-procedures",
      "release-mgmt-manage-release-communications",
      "release-mgmt-plan-releases",
      "release-mgmt-review-and-close-releases",
      "release-mgmt-review-and-improve-models",
      "release-mgmt-verify-release-success"
    ],
    "activity_count": 27
  },
  {
    "id": "project-program-management",
    "display_name": "Project and Program Management",
    "description": "Directing and managing projects, programs, and their lifecycles from initiation through closure.",
    "sfia_category": "Change and Transformation",
    "practices": [
      "Project Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "project-mgmt-analyze-ppm-requirements",
      "project-mgmt-authorize-projects",
      "project-mgmt-close-program",
      "project-mgmt-close-projects",
      "project-mgmt-communicate-and-integrate",
      "project-mgmt-define-and-agree-the-ppm-approach",
      "project-mgmt-define-program",
      "project-mgmt-manage-day-to-day-execution",
      "project-mgmt-manage-program-delivery",
      "project-mgmt-manage-project-closure",
      "project-mgmt-monitor-and-control",
      "project-mgmt-monitor-project-progress",
      "project-mgmt-plan-program",
      "project-mgmt-plan-project-activities",
      "project-mgmt-provide-direction",
      "project-mgmt-report-progress",
      "project-mgmt-review-and-adjust"
    ],
    "activity_count": 17
  },
  {
    "id": "organizational-change",
    "display_name": "Organizational Change Management",
    "description": "Managing the people side of change, including stakeholder engagement, communication, training, and adoption.",
    "sfia_category": "Change and Transformation",
    "practices": [
      "Organizational Change Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "org-change-mgmt-analyze-organizational-change-requirements",
      "org-change-mgmt-assess-change-impact",
      "org-change-mgmt-communicate-and-integrate",
      "org-change-mgmt-define-and-agree-the-ocm-approach",
      "org-change-mgmt-execute-change-activities",
      "org-change-mgmt-monitor-adoption",
      "org-change-mgmt-plan-organizational-change",
      "org-change-mgmt-review-and-adjust",
      "org-change-mgmt-review-and-sustain-change"
    ],
    "activity_count": 9
  },
  {
    "id": "incident-problem-management",
    "display_name": "Incident and Problem Management",
    "description": "Detecting, responding to, and resolving incidents; identifying root causes and eliminating recurring problems.",
    "sfia_category": "Delivery and Operation",
    "practices": [
      "Incident Management",
      "Problem Management"
    ],
    "tool_categories": [
      "itsm"
    ],
    "activity_set": [
      "architecture-mgmt-assess-compliance-with-target-architecture",
      "availability-mgmt-analyze-availability-performance",
      "capacity-performance-mgmt-analyze-capacity-requirements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "change-enablement-register-change",
      "change-enablement-review-and-close-change",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-plan-deployment",
      "deployment-mgmt-verify-deployment",
      "improvement-identify-improvement-opportunities",
      "incident-mgmt-analyze-incident-patterns",
      "incident-mgmt-classify-and-prioritize",
      "incident-mgmt-close-incident",
      "incident-mgmt-detect-and-log-incident",
      "incident-mgmt-diagnose",
      "incident-mgmt-identify-improvement-opportunities",
      "incident-mgmt-resolve-and-recover",
      "incident-mgmt-select-incidents-for-review",
      "incident-mgmt-update-incident-models-and-procedures",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-execute-security-tests",
      "info-security-mgmt-implement-security-controls",
      "info-security-mgmt-review-control-effectiveness",
      "infrastructure-platform-mgmt-design-infrastructure-solutions",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "infrastructure-platform-mgmt-review-infrastructure-performance",
      "it-asset-mgmt-analyze-asset-utilization",
      "it-asset-mgmt-conduct-asset-verification",
      "it-asset-mgmt-manage-asset-records",
      "it-asset-mgmt-register-it-assets",
      "it-asset-mgmt-track-asset-changes-throughout-lifecycle",
      "it-asset-mgmt-update-asset-status",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-define-and-agree-the-approach",
      "knowledge-mgmt-implement-knowledge-management-tools-and-systems",
      "knowledge-mgmt-review-and-maintain-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-design-reporting-formats-and-schedules",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-classify-and-prioritize-events",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-respond-to-events",
      "org-change-mgmt-assess-change-impact",
      "problem-mgmt-analyze-problems",
      "problem-mgmt-analyze-trends-and-patterns",
      "problem-mgmt-assess-error-impact",
      "problem-mgmt-close-resolved-errors",
      "problem-mgmt-document-workarounds",
      "problem-mgmt-identify-potential-problems",
      "problem-mgmt-identify-problems-from-incidents",
      "problem-mgmt-identify-root-causes",
      "problem-mgmt-initiate-change-requests-for-permanent-solutions",
      "problem-mgmt-manage-known-errors",
      "problem-mgmt-prioritize-problems",
      "problem-mgmt-prioritize-problems-p2",
      "problem-mgmt-propose-solutions",
      "problem-mgmt-register-problems",
      "problem-mgmt-register-problems-p2",
      "release-mgmt-coordinate-release-activities",
      "release-mgmt-define-release-models",
      "release-mgmt-manage-release-communications",
      "risk-mgmt-analyze-and-evaluate-risks",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-maintain-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-monitor-software-performance",
      "software-development-and-mgmt-test-software-unit",
      "supplier-mgmt-evaluate-and-select-suppliers",
      "svc-catalog-mgmt-define-catalog-structure",
      "svc-catalog-mgmt-define-catalog-views-for-audiences",
      "svc-catalog-mgmt-maintain-catalog-data",
      "svc-catalog-mgmt-manage-access-to-catalog",
      "svc-catalog-mgmt-review-and-update-catalog",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-communicate-and-integrate-into-value-streams",
      "svc-configuration-mgmt-compose-and-communicate-cmdb-verification-report",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-define-and-implement-corrective-actions",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-verify-configuration-data",
      "svc-desk-analyze-service-desk-performance",
      "svc-desk-capture-user-query",
      "svc-desk-deliver-communications",
      "svc-desk-follow-up-and-confirm-resolution",
      "svc-desk-implement-changes",
      "svc-desk-plan-user-communications",
      "svc-desk-route-to-appropriate-resolution",
      "svc-desk-validate-and-triage",
      "svc-financial-mgmt-allocate-costs-to-services",
      "svc-level-mgmt-analyze-service-performance",
      "svc-level-mgmt-document-slas",
      "svc-level-mgmt-monitor-service-levels",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-level-mgmt-review-and-update-slas",
      "svc-request-mgmt-analyze-performance",
      "svc-request-mgmt-authorize-request",
      "svc-request-mgmt-close-request",
      "svc-request-mgmt-fulfill-request",
      "svc-request-mgmt-receive-service-request",
      "svc-request-mgmt-update-procedures",
      "svc-validation-testing-execute-validation",
      "workforce-talent-mgmt-define-workforce-plan",
      "workforce-talent-mgmt-develop-talent",
      "workforce-talent-mgmt-recruit-and-onboard"
    ],
    "activity_count": 116
  },
  {
    "id": "service-operations",
    "display_name": "Service Operations and Support",
    "description": "Delivering day-to-day services, handling user requests, monitoring systems, and managing events.",
    "sfia_category": "Delivery and Operation",
    "practices": [
      "Service Desk",
      "Service Request Management",
      "Monitoring and Event Management"
    ],
    "tool_categories": [
      "monitoring_observability"
    ],
    "activity_set": [
      "availability-mgmt-analyze-availability-requirements",
      "availability-mgmt-monitor-availability",
      "capacity-performance-mgmt-analyze-capacity-and-performance",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-register-change",
      "improvement-identify-improvement-opportunities",
      "incident-mgmt-analyze-incident-patterns",
      "incident-mgmt-classify-and-prioritize",
      "incident-mgmt-close-incident",
      "incident-mgmt-detect-and-log-incident",
      "incident-mgmt-diagnose",
      "incident-mgmt-identify-improvement-opportunities",
      "incident-mgmt-resolve-and-recover",
      "incident-mgmt-select-incidents-for-review",
      "incident-mgmt-update-incident-models-and-procedures",
      "info-security-mgmt-assess-and-classify-incidents",
      "info-security-mgmt-assess-security-posture",
      "info-security-mgmt-conduct-post-incident-review",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-detect-security-incidents",
      "info-security-mgmt-execute-security-tests",
      "info-security-mgmt-implement-security-controls",
      "info-security-mgmt-respond-to-incidents",
      "info-security-mgmt-review-control-effectiveness",
      "infrastructure-platform-mgmt-analyze-stakeholder-requirements",
      "infrastructure-platform-mgmt-define-and-agree-the-approach",
      "infrastructure-platform-mgmt-identify-improvement-opportunities",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-manage-infrastructure-incidents",
      "infrastructure-platform-mgmt-monitor-infrastructure-performance",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "infrastructure-platform-mgmt-plan-and-implement-improvements",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-design-reporting-formats-and-schedules",
      "measurement-reporting-distribute-reports-and-gather-feedback",
      "measurement-reporting-identify-measurement-objectives",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-classify-and-prioritize-events",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-define-monitoring-approach",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-identify-monitoring-requirements",
      "monitoring-event-mgmt-respond-to-events",
      "monitoring-event-mgmt-review-event-handling",
      "monitoring-event-mgmt-review-monitoring-effectiveness",
      "relationship-mgmt-manage-ongoing-relationships",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-maintain-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-monitor-software-performance",
      "software-development-and-mgmt-test-software-unit",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-desk-analyze-service-desk-performance",
      "svc-desk-capture-user-query",
      "svc-desk-deliver-communications",
      "svc-desk-follow-up-and-confirm-resolution",
      "svc-desk-gather-feedback",
      "svc-desk-identify-improvements",
      "svc-desk-implement-changes",
      "svc-desk-plan-user-communications",
      "svc-desk-review-communication-effectiveness",
      "svc-desk-review-results",
      "svc-desk-route-to-appropriate-resolution",
      "svc-desk-validate-and-triage",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-request-mgmt-analyze-performance",
      "svc-request-mgmt-authorize-request",
      "svc-request-mgmt-close-request",
      "svc-request-mgmt-fulfill-request",
      "svc-request-mgmt-implement-improvements",
      "svc-request-mgmt-receive-service-request",
      "svc-request-mgmt-review-service-request-models",
      "svc-request-mgmt-update-procedures",
      "svc-request-mgmt-validate-and-categorize",
      "svc-validation-testing-execute-tests",
      "workforce-talent-mgmt-define-workforce-plan",
      "workforce-talent-mgmt-develop-talent",
      "workforce-talent-mgmt-manage-employee-transitions",
      "workforce-talent-mgmt-review-and-adjust"
    ],
    "activity_count": 92
  },
  {
    "id": "configuration-asset-management",
    "display_name": "Configuration and Asset Management",
    "description": "Maintaining accurate configuration and asset records, verifying data integrity, and optimizing asset lifecycles.",
    "sfia_category": "Delivery and Operation",
    "practices": [
      "Service Configuration Management",
      "IT Asset Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "it-asset-mgmt-analyze-asset-utilization",
      "it-asset-mgmt-analyze-stakeholder-requirements",
      "it-asset-mgmt-communicate-and-integrate",
      "it-asset-mgmt-conduct-asset-verification",
      "it-asset-mgmt-define-and-agree-the-itam-approach",
      "it-asset-mgmt-manage-asset-records",
      "it-asset-mgmt-plan-verification-and-audit-activities",
      "it-asset-mgmt-register-it-assets",
      "it-asset-mgmt-report-findings-and-corrective-actions",
      "it-asset-mgmt-review-and-adjust",
      "it-asset-mgmt-track-asset-changes-throughout-lifecycle",
      "it-asset-mgmt-update-asset-status",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-analyze-stakeholder-requirements",
      "svc-configuration-mgmt-communicate-and-integrate-into-value-streams",
      "svc-configuration-mgmt-compose-and-communicate-cmdb-verification-report",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-define-and-implement-corrective-actions",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-identify-a-ci-lifecycle-model",
      "svc-configuration-mgmt-manage-exceptions",
      "svc-configuration-mgmt-plan-verification-activities",
      "svc-configuration-mgmt-review-and-adjust-approach-and-procedures",
      "svc-configuration-mgmt-review-the-ci-lifecycle-model",
      "svc-configuration-mgmt-review-verification-output",
      "svc-configuration-mgmt-verify-configuration-data"
    ],
    "activity_count": 27
  },
  {
    "id": "service-level-continuity",
    "display_name": "Service Levels, Availability, and Continuity",
    "description": "Negotiating and overseeing service levels, ensuring availability and capacity, and planning for business continuity.",
    "sfia_category": "Delivery and Operation",
    "practices": [
      "Service Level Management",
      "Availability Management",
      "Capacity and Performance Management",
      "Service Continuity Management"
    ],
    "tool_categories": [],
    "activity_set": [
      "availability-mgmt-analyze-availability-performance",
      "availability-mgmt-analyze-availability-requirements",
      "availability-mgmt-collect-availability-data",
      "availability-mgmt-design-for-availability",
      "availability-mgmt-identify-trends",
      "availability-mgmt-manage-availability-improvements",
      "availability-mgmt-monitor-availability",
      "availability-mgmt-report-availability",
      "capacity-performance-mgmt-analyze-capacity-and-performance",
      "capacity-performance-mgmt-analyze-capacity-requirements",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-identify-trends",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "capacity-performance-mgmt-report-findings",
      "svc-continuity-mgmt-assess-impact-of-disruption",
      "svc-continuity-mgmt-conduct-post-incident-review",
      "svc-continuity-mgmt-define-recovery-requirements",
      "svc-continuity-mgmt-determine-recovery-priorities",
      "svc-continuity-mgmt-develop-continuity-plans",
      "svc-continuity-mgmt-execute-recovery-procedures",
      "svc-continuity-mgmt-identify-vital-business-functions",
      "svc-continuity-mgmt-invoke-continuity-plans",
      "svc-continuity-mgmt-manage-plan-documentation",
      "svc-continuity-mgmt-manage-response-activities",
      "svc-continuity-mgmt-review-and-update-plans",
      "svc-continuity-mgmt-test-and-exercise-plans",
      "svc-level-mgmt-analyze-service-performance",
      "svc-level-mgmt-communicate-slas",
      "svc-level-mgmt-document-slas",
      "svc-level-mgmt-identify-improvement-opportunities",
      "svc-level-mgmt-monitor-service-levels",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-level-mgmt-report-on-service-quality",
      "svc-level-mgmt-review-and-update-slas"
    ],
    "activity_count": 36
  },
  {
    "id": "measurement-improvement",
    "display_name": "Measurement and Continual Improvement",
    "description": "Designing measurement systems, reporting on performance, identifying improvement opportunities, and driving organizational learning.",
    "sfia_category": "People and Skills",
    "practices": [
      "Measurement and Reporting",
      "Continual Improvement"
    ],
    "tool_categories": [],
    "activity_set": [
      "improvement-analyze-improvement-requirements",
      "improvement-communicate-and-integrate",
      "improvement-define-and-agree-the-improvement-approach",
      "improvement-evaluate-improvement-results",
      "improvement-identify-improvement-opportunities",
      "improvement-plan-and-implement-improvements",
      "improvement-prioritize-and-justify-improvements",
      "improvement-review-and-adjust",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-design-reporting-formats-and-schedules",
      "measurement-reporting-distribute-reports-and-gather-feedback",
      "measurement-reporting-identify-measurement-objectives",
      "measurement-reporting-produce-reports"
    ],
    "activity_count": 16
  },
  {
    "id": "people-knowledge-relationships",
    "display_name": "People, Knowledge, and Relationships",
    "description": "Managing workforce planning, knowledge capture, stakeholder relationships, supplier engagement, and service catalog delivery.",
    "sfia_category": "Relationships and Engagement",
    "practices": [
      "Workforce and Talent Management",
      "Knowledge Management",
      "Relationship Management",
      "Supplier Management",
      "Service Catalog Management"
    ],
    "tool_categories": [
      "crm",
      "collaboration",
      "recruiting",
      "data"
    ],
    "activity_set": [
      "architecture-mgmt-assess-compliance-with-target-architecture",
      "architecture-mgmt-assess-current-architecture",
      "architecture-mgmt-define-and-agree-the-architecture-management-approach",
      "architecture-mgmt-define-target-architecture",
      "architecture-mgmt-monitor-architecture-evolution",
      "architecture-mgmt-provide-architectural-guidance",
      "availability-mgmt-analyze-availability-performance",
      "availability-mgmt-collect-availability-data",
      "availability-mgmt-design-for-availability",
      "availability-mgmt-monitor-availability",
      "capacity-performance-mgmt-analyze-capacity-and-performance",
      "capacity-performance-mgmt-analyze-capacity-requirements",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "deployment-mgmt-define-deployment-models",
      "deployment-mgmt-execute-deployment",
      "deployment-mgmt-plan-deployment",
      "deployment-mgmt-prepare-deployment-environment",
      "deployment-mgmt-verify-deployment",
      "improvement-identify-improvement-opportunities",
      "improvement-plan-and-implement-improvements",
      "incident-mgmt-classify-and-prioritize",
      "incident-mgmt-detect-and-log-incident",
      "incident-mgmt-resolve-and-recover",
      "info-security-mgmt-assess-security-posture",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-detect-security-incidents",
      "info-security-mgmt-identify-improvement-opportunities",
      "info-security-mgmt-implement-security-controls",
      "info-security-mgmt-respond-to-incidents",
      "info-security-mgmt-review-control-effectiveness",
      "info-security-mgmt-update-security-approach",
      "infrastructure-platform-mgmt-design-infrastructure-solutions",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "it-asset-mgmt-register-it-assets",
      "it-asset-mgmt-track-asset-changes-throughout-lifecycle",
      "knowledge-mgmt-analyze-knowledge-management-requirements",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-communicate-and-integrate",
      "knowledge-mgmt-define-and-agree-the-approach",
      "knowledge-mgmt-implement-knowledge-management-tools-and-systems",
      "knowledge-mgmt-organize-and-store-knowledge",
      "knowledge-mgmt-retire-obsolete-knowledge",
      "knowledge-mgmt-review-and-adjust",
      "knowledge-mgmt-review-and-maintain-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-distribute-reports-and-gather-feedback",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-classify-and-prioritize-events",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-define-monitoring-approach",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-respond-to-events",
      "org-change-mgmt-execute-change-activities",
      "org-change-mgmt-monitor-adoption",
      "org-change-mgmt-plan-organizational-change",
      "problem-mgmt-analyze-problems",
      "problem-mgmt-identify-root-causes",
      "relationship-mgmt-analyze-stakeholder-requirements",
      "relationship-mgmt-communicate-and-integrate",
      "relationship-mgmt-define-relationship-management-approach",
      "relationship-mgmt-identify-and-analyze-stakeholders",
      "relationship-mgmt-manage-ongoing-relationships",
      "relationship-mgmt-monitor-relationship-health",
      "relationship-mgmt-review-and-adjust",
      "relationship-mgmt-review-and-improve-relationships",
      "release-mgmt-plan-releases",
      "risk-mgmt-implement-risk-treatments",
      "software-development-and-mgmt-analyze-requirements-for-sdm-approach",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-manage-software-changes",
      "software-development-and-mgmt-monitor-software-performance",
      "software-development-and-mgmt-test-software-unit",
      "supplier-mgmt-analyze-organizational-requirements",
      "supplier-mgmt-communicate-and-integrate",
      "supplier-mgmt-define-and-agree-sourcing-strategy",
      "supplier-mgmt-evaluate-and-select-suppliers",
      "supplier-mgmt-monitor-and-manage-supplier-performance",
      "supplier-mgmt-negotiate-and-agree-contracts",
      "supplier-mgmt-onboard-suppliers",
      "supplier-mgmt-review-and-adjust",
      "supplier-mgmt-review-and-renew-terminate-relationships",
      "svc-catalog-mgmt-define-catalog-structure",
      "svc-catalog-mgmt-define-catalog-views-for-audiences",
      "svc-catalog-mgmt-maintain-catalog-data",
      "svc-catalog-mgmt-manage-access-to-catalog",
      "svc-catalog-mgmt-publish-catalog-views",
      "svc-catalog-mgmt-respond-to-catalog-feedback",
      "svc-catalog-mgmt-review-and-update-catalog",
      "svc-catalog-mgmt-review-and-update-views",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-confirm-a-ci-lifecycle-model",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-verify-configuration-data",
      "svc-continuity-mgmt-develop-continuity-plans",
      "svc-continuity-mgmt-execute-recovery-procedures",
      "svc-continuity-mgmt-test-and-exercise-plans",
      "svc-design-plan-service-design-activities",
      "svc-desk-analyze-service-desk-performance",
      "svc-desk-capture-user-query",
      "svc-desk-deliver-communications",
      "svc-desk-implement-changes",
      "svc-desk-plan-user-communications",
      "svc-desk-route-to-appropriate-resolution",
      "svc-financial-mgmt-track-costs-and-revenues",
      "svc-level-mgmt-analyze-service-performance",
      "svc-level-mgmt-document-slas",
      "svc-level-mgmt-monitor-service-levels",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-request-mgmt-authorize-request",
      "svc-request-mgmt-close-request",
      "svc-request-mgmt-fulfill-request",
      "svc-request-mgmt-receive-service-request",
      "svc-request-mgmt-validate-and-categorize",
      "svc-validation-testing-analyze-results",
      "svc-validation-testing-define-validation-criteria",
      "svc-validation-testing-execute-tests",
      "svc-validation-testing-execute-validation",
      "svc-validation-testing-plan-tests",
      "svc-validation-testing-prepare-test-environments",
      "workforce-talent-mgmt-analyze-organizational-requirements",
      "workforce-talent-mgmt-communicate-and-integrate",
      "workforce-talent-mgmt-define-workforce-plan",
      "workforce-talent-mgmt-develop-talent",
      "workforce-talent-mgmt-identify-talent",
      "workforce-talent-mgmt-manage-employee-development",
      "workforce-talent-mgmt-manage-employee-transitions",
      "workforce-talent-mgmt-manage-offboarding",
      "workforce-talent-mgmt-manage-succession-planning",
      "workforce-talent-mgmt-recruit-and-onboard",
      "workforce-talent-mgmt-review-and-adjust",
      "workforce-talent-mgmt-review-talent-management-effectiveness"
    ],
    "activity_count": 146
  },
  {
    "id": "agentic-ai-operations",
    "display_name": "Agentic AIOps",
    "description": "Operating and governing AI agent systems, managing tool orchestration, prompt engineering, and agent lifecycle.",
    "sfia_category": "Development and Implementation",
    "practices": [],
    "tool_categories": [
      "agentic",
      "api_messaging"
    ],
    "activity_set": [
      "architecture-mgmt-assess-current-architecture",
      "architecture-mgmt-define-target-architecture",
      "architecture-mgmt-gap-analysis-between-current-and-target",
      "availability-mgmt-collect-availability-data",
      "availability-mgmt-design-for-availability",
      "availability-mgmt-monitor-availability",
      "capacity-performance-mgmt-collect-performance-data",
      "capacity-performance-mgmt-manage-capacity-improvements",
      "capacity-performance-mgmt-monitor-capacity-and-performance",
      "capacity-performance-mgmt-plan-capacity",
      "change-enablement-assess-change",
      "change-enablement-authorize-change",
      "change-enablement-coordinate-change-implementation",
      "change-enablement-define-and-agree-the-change-enablement-approach",
      "deployment-mgmt-document-deployment-procedures",
      "deployment-mgmt-execute-deployment",
      "improvement-evaluate-improvement-results",
      "improvement-identify-improvement-opportunities",
      "improvement-plan-and-implement-improvements",
      "incident-mgmt-diagnose",
      "incident-mgmt-resolve-and-recover",
      "info-security-mgmt-define-security-policies-and-controls",
      "info-security-mgmt-execute-security-tests",
      "info-security-mgmt-implement-security-controls",
      "infrastructure-platform-mgmt-implement-infrastructure-solutions",
      "infrastructure-platform-mgmt-perform-maintenance-activities",
      "knowledge-mgmt-capture-and-create-knowledge",
      "knowledge-mgmt-define-and-agree-the-approach",
      "knowledge-mgmt-implement-knowledge-management-tools-and-systems",
      "knowledge-mgmt-organize-and-store-knowledge",
      "knowledge-mgmt-review-and-maintain-knowledge",
      "knowledge-mgmt-share-and-distribute-knowledge",
      "measurement-reporting-analyze-and-evaluate-data",
      "measurement-reporting-collect-and-validate-data",
      "measurement-reporting-define-metrics-and-indicators",
      "measurement-reporting-design-data-collection-methods",
      "measurement-reporting-produce-reports",
      "monitoring-event-mgmt-configure-monitoring-tools",
      "monitoring-event-mgmt-detect-events",
      "monitoring-event-mgmt-filter-and-correlate-events",
      "monitoring-event-mgmt-respond-to-events",
      "problem-mgmt-analyze-problems",
      "problem-mgmt-analyze-trends-and-patterns",
      "relationship-mgmt-monitor-relationship-health",
      "software-development-and-mgmt-define-and-agree-the-sdm-approach",
      "software-development-and-mgmt-design-software",
      "software-development-and-mgmt-develop-software",
      "software-development-and-mgmt-maintain-software",
      "software-development-and-mgmt-monitor-software-performance",
      "software-development-and-mgmt-test-software-system",
      "software-development-and-mgmt-test-software-unit",
      "supplier-mgmt-onboard-suppliers",
      "svc-catalog-mgmt-define-catalog-views-for-audiences",
      "svc-catalog-mgmt-maintain-catalog-data",
      "svc-catalog-mgmt-publish-catalog-views",
      "svc-configuration-mgmt-analyze-resources-and-identify-cis",
      "svc-configuration-mgmt-define-and-agree-the-approach",
      "svc-configuration-mgmt-follow-the-ci-lifecycle-model",
      "svc-configuration-mgmt-verify-configuration-data",
      "svc-financial-mgmt-develop-budgets",
      "svc-financial-mgmt-track-costs-and-revenues",
      "svc-level-mgmt-negotiate-service-levels",
      "svc-validation-testing-execute-tests",
      "svc-validation-testing-execute-validation",
      "svc-validation-testing-plan-tests",
      "svc-validation-testing-prepare-test-environments",
      "workforce-talent-mgmt-analyze-organizational-requirements"
    ],
    "activity_count": 67
  }
]