Agentic AI Atlas

IV.

Edge detail

holds_responsibility

Page 6 of 8

holds_responsibility ledger

a role holds a responsibility

Pairs · 781Cardinality · N:N

from	to	to kind
role:recommendation-engineer	responsibility:a-b-test-integrity	Responsibility
role:reinforcement-learning-engineer	responsibility:model-quality-assurance	Responsibility
role:reinforcement-learning-engineer	responsibility:model-training-quality	Responsibility
role:ai-trainer	responsibility:annotation-accuracy	Responsibility
role:ai-trainer	responsibility:data-labeling-consistency	Responsibility
role:annotation-lead	responsibility:annotation-accuracy	Responsibility
role:annotation-lead	responsibility:data-labeling-consistency	Responsibility
role:annotation-lead	responsibility:data-quality	Responsibility
role:data-steward	responsibility:data-quality	Responsibility
role:data-steward	responsibility:data-retention-compliance	Responsibility
role:data-steward	responsibility:data-quality-monitoring	Responsibility
role:data-quality-engineer	responsibility:data-quality	Responsibility
role:data-quality-engineer	responsibility:data-pipeline-reliability	Responsibility
role:etl-developer	responsibility:data-pipeline-reliability	Responsibility
role:etl-developer	responsibility:data-quality	Responsibility
role:reporting-analyst	responsibility:metric-definition	Responsibility
role:reporting-analyst	responsibility:stakeholder-communication	Responsibility
role:data-visualization-specialist	responsibility:metric-definition	Responsibility
role:data-visualization-specialist	responsibility:knowledge-sharing	Responsibility
role:penetration-tester	responsibility:security-audit	Responsibility
role:penetration-tester	responsibility:security-review	Responsibility
role:security-architect	responsibility:architecture-decision	Responsibility
role:security-architect	responsibility:security-audit	Responsibility
role:security-architect	responsibility:threat-modeling	Responsibility
role:threat-analyst	responsibility:security-incident-triage	Responsibility
role:threat-analyst	responsibility:risk-assessment	Responsibility
role:soc-analyst	responsibility:security-incident-triage	Responsibility
role:soc-analyst	responsibility:incident-response	Responsibility
role:forensic-analyst	responsibility:security-audit	Responsibility
role:forensic-analyst	responsibility:incident-response	Responsibility
role:red-team-lead	responsibility:security-audit	Responsibility
role:red-team-lead	responsibility:zero-day-response	Responsibility
role:blue-team-lead	responsibility:security-incident-triage	Responsibility
role:blue-team-lead	responsibility:incident-response	Responsibility
role:appsec-engineer	responsibility:security-review	Responsibility
role:appsec-engineer	responsibility:dependency-security	Responsibility
role:accessibility-specialist	responsibility:accessibility-wcag-compliance	Responsibility
role:accessibility-specialist	responsibility:accessibility-compliance	Responsibility
role:content-designer	responsibility:content-creation	Responsibility
role:content-designer	responsibility:brand-consistency	Responsibility
role:motion-designer	responsibility:brand-consistency	Responsibility
role:motion-designer	responsibility:performance-budget-enforcement	Responsibility
role:brand-designer	responsibility:brand-consistency	Responsibility
role:brand-designer	responsibility:brand-management	Responsibility
role:design-researcher	responsibility:user-research	Responsibility
role:design-researcher	responsibility:knowledge-sharing	Responsibility
role:conversion-rate-optimizer	responsibility:a-b-test-integrity	Responsibility
role:conversion-rate-optimizer	responsibility:experimentation-governance	Responsibility
role:it-operations-manager	responsibility:sla-management	Responsibility
role:it-operations-manager	responsibility:vendor-management	Responsibility
role:it-operations-manager	responsibility:change-management	Responsibility
role:network-administrator	responsibility:platform-reliability	Responsibility
role:network-administrator	responsibility:capacity-planning	Responsibility
role:systems-administrator	responsibility:platform-reliability	Responsibility
role:systems-administrator	responsibility:disaster-recovery	Responsibility
role:helpdesk-engineer	responsibility:customer-escalation	Responsibility
role:helpdesk-engineer	responsibility:knowledge-sharing	Responsibility
role:capacity-planner	responsibility:capacity-planning	Responsibility
role:capacity-planner	responsibility:cost-optimization-cloud	Responsibility
role:epidemiologist	responsibility:clinical-data-integrity	Responsibility
role:epidemiologist	responsibility:patient-safety-compliance	Responsibility
role:clinical-data-scientist	responsibility:clinical-data-integrity	Responsibility
role:clinical-data-scientist	responsibility:patient-safety-compliance	Responsibility
role:clinical-data-scientist	responsibility:drug-safety-monitoring	Responsibility
role:bioinformatician	responsibility:clinical-data-integrity	Responsibility
role:bioinformatician	responsibility:data-quality	Responsibility
role:quant-developer	responsibility:financial-model-accuracy	Responsibility
role:quant-developer	responsibility:risk-model-validation	Responsibility
role:quant-developer	responsibility:trading-system-reliability	Responsibility
role:actuary	responsibility:financial-model-accuracy	Responsibility
role:actuary	responsibility:risk-model-validation	Responsibility
role:actuary	responsibility:regulatory-reporting	Responsibility
role:supply-chain-planner	responsibility:supply-chain-optimization	Responsibility
role:supply-chain-planner	responsibility:cost-optimization	Responsibility
role:logistics-coordinator	responsibility:supply-chain-optimization	Responsibility
role:logistics-coordinator	responsibility:vendor-management	Responsibility
role:manufacturing-engineer	responsibility:workplace-safety	Responsibility
role:manufacturing-engineer	responsibility:cost-optimization	Responsibility
role:manufacturing-engineer	responsibility:environmental-impact-assessment	Responsibility
role:quality-assurance-engineer-industrial	responsibility:workplace-safety	Responsibility
role:quality-assurance-engineer-industrial	responsibility:regulatory-compliance	Responsibility
role:environmental-scientist	responsibility:environmental-impact-assessment	Responsibility
role:environmental-scientist	responsibility:carbon-footprint-tracking	Responsibility
role:urban-planner	responsibility:environmental-impact-assessment	Responsibility
role:urban-planner	responsibility:stakeholder-communication	Responsibility
role:transportation-planner	responsibility:environmental-impact-assessment	Responsibility
role:transportation-planner	responsibility:stakeholder-communication	Responsibility
role:game-designer	responsibility:user-research	Responsibility
role:game-designer	responsibility:metric-definition	Responsibility
role:level-designer	responsibility:user-research	Responsibility
role:level-designer	responsibility:content-creation	Responsibility
role:narrative-designer	responsibility:content-creation	Responsibility
role:narrative-designer	responsibility:user-research	Responsibility
role:VFX-artist	responsibility:performance-optimization	Responsibility
role:VFX-artist	responsibility:content-creation	Responsibility
role:sound-designer	responsibility:content-creation	Responsibility
role:sound-designer	responsibility:performance-optimization	Responsibility
role:music-technologist	responsibility:content-creation	Responsibility
role:music-technologist	responsibility:performance-optimization	Responsibility
role:video-editor	responsibility:content-creation	Responsibility