Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 12 of 105

lib_involves_role ledger

a library artifact involves or is used by a role

Pairs · 10,493Cardinality · N:N

from	to	to kind
lib-agent:marketing--consumer-insights-specialist	role:brand-manager	Role
lib-agent:marketing--content-marketing-strategist	role:marketing-manager	Role
lib-agent:marketing--content-marketing-strategist	role:marketing-strategist	Role
lib-agent:marketing--content-marketing-strategist	role:brand-manager	Role
lib-agent:marketing--creative-director	role:marketing-manager	Role
lib-agent:marketing--creative-director	role:marketing-strategist	Role
lib-agent:marketing--creative-director	role:brand-manager	Role
lib-agent:marketing--digital-marketing-manager	role:marketing-manager	Role
lib-agent:marketing--digital-marketing-manager	role:marketing-strategist	Role
lib-agent:marketing--digital-marketing-manager	role:brand-manager	Role
lib-agent:marketing--email-marketing-specialist	role:marketing-manager	Role
lib-agent:marketing--email-marketing-specialist	role:marketing-strategist	Role
lib-agent:marketing--email-marketing-specialist	role:brand-manager	Role
lib-agent:marketing--market-research-director	role:marketing-manager	Role
lib-agent:marketing--market-research-director	role:marketing-strategist	Role
lib-agent:marketing--market-research-director	role:brand-manager	Role
lib-agent:marketing--marketing-analytics-director	role:marketing-manager	Role
lib-agent:marketing--marketing-analytics-director	role:marketing-strategist	Role
lib-agent:marketing--marketing-analytics-director	role:brand-manager	Role
lib-agent:marketing--marketing-ops-manager	role:marketing-manager	Role
lib-agent:marketing--marketing-ops-manager	role:marketing-strategist	Role
lib-agent:marketing--marketing-ops-manager	role:brand-manager	Role
lib-agent:marketing--media-planning-expert	role:marketing-manager	Role
lib-agent:marketing--media-planning-expert	role:marketing-strategist	Role
lib-agent:marketing--media-planning-expert	role:brand-manager	Role
lib-agent:marketing--seo-expert	role:marketing-manager	Role
lib-agent:marketing--seo-expert	role:marketing-strategist	Role
lib-agent:marketing--seo-expert	role:brand-manager	Role
lib-agent:marketing--social-media-strategist	role:marketing-manager	Role
lib-agent:marketing--social-media-strategist	role:marketing-strategist	Role
lib-agent:marketing--social-media-strategist	role:brand-manager	Role
lib-agent:operations--a3-coach	role:operations-analyst	Role
lib-agent:operations--a3-coach	role:business-analyst	Role
lib-agent:operations--a3-coach	role:scrum-master	Role
lib-agent:operations--benchmarking-coordinator	role:operations-analyst	Role
lib-agent:operations--benchmarking-coordinator	role:business-analyst	Role
lib-agent:operations--benchmarking-coordinator	role:strategic-planner	Role
lib-agent:operations--capacity-planning-analyst	role:operations-analyst	Role
lib-agent:operations--capacity-planning-analyst	role:procurement-manager	Role
lib-agent:operations--capacity-planning-analyst	role:strategic-planner	Role
lib-agent:operations--critical-chain-project-manager	role:operations-analyst	Role
lib-agent:operations--critical-chain-project-manager	role:project-manager	Role
lib-agent:operations--critical-chain-project-manager	role:procurement-manager	Role
lib-agent:operations--demand-planning-analyst	role:operations-analyst	Role
lib-agent:operations--demand-planning-analyst	role:data-analyst	Role
lib-agent:operations--demand-planning-analyst	role:procurement-manager	Role
lib-agent:operations--flow-improvement-specialist	role:operations-analyst	Role
lib-agent:operations--flow-improvement-specialist	role:business-analyst	Role
lib-agent:operations--flow-improvement-specialist	role:scrum-master	Role
lib-agent:operations--internal-quality-auditor	role:operations-analyst	Role
lib-agent:operations--internal-quality-auditor	role:audit-analyst	Role
lib-agent:operations--internal-quality-auditor	role:compliance-officer	Role
lib-agent:operations--kaizen-facilitator	role:operations-analyst	Role
lib-agent:operations--kaizen-facilitator	role:business-analyst	Role
lib-agent:operations--kaizen-facilitator	role:scrum-master	Role
lib-agent:operations--lean-transformation-leader	role:operations-analyst	Role
lib-agent:operations--lean-transformation-leader	role:strategic-planner	Role
lib-agent:operations--lean-transformation-leader	role:hr-manager	Role
lib-agent:operations--master-scheduler	role:operations-analyst	Role
lib-agent:operations--master-scheduler	role:procurement-manager	Role
lib-agent:operations--master-scheduler	role:project-manager	Role
lib-agent:operations--measurement-systems-analyst	role:operations-analyst	Role
lib-agent:operations--measurement-systems-analyst	role:data-analyst	Role
lib-agent:operations--measurement-systems-analyst	role:business-analyst	Role
lib-agent:operations--operations-analyst	role:operations-analyst	Role
lib-agent:operations--operations-analyst	role:business-analyst	Role
lib-agent:operations--operations-analyst	role:data-analyst	Role
lib-agent:operations--opex-program-manager	role:operations-analyst	Role
lib-agent:operations--opex-program-manager	role:strategic-planner	Role
lib-agent:operations--opex-program-manager	role:hr-manager	Role
lib-agent:operations--process-improvement-analyst	role:operations-analyst	Role
lib-agent:operations--process-improvement-analyst	role:business-analyst	Role
lib-agent:operations--process-improvement-analyst	role:data-analyst	Role
lib-agent:operations--production-flow-manager	role:operations-analyst	Role
lib-agent:operations--production-flow-manager	role:procurement-manager	Role
lib-agent:operations--production-flow-manager	role:business-analyst	Role
lib-agent:operations--qms-implementation-specialist	role:operations-analyst	Role
lib-agent:operations--qms-implementation-specialist	role:compliance-officer	Role
lib-agent:operations--qms-implementation-specialist	role:audit-analyst	Role
lib-agent:operations--risk-management-specialist	role:operations-analyst	Role
lib-agent:operations--risk-management-specialist	role:business-analyst	Role
lib-agent:operations--risk-management-specialist	role:audit-analyst	Role
lib-agent:operations--simulation-analyst	role:operations-analyst	Role
lib-agent:operations--simulation-analyst	role:data-scientist	Role
lib-agent:operations--simulation-analyst	role:business-analyst	Role
lib-agent:operations--six-sigma-black-belt	role:operations-analyst	Role
lib-agent:operations--six-sigma-black-belt	role:business-analyst	Role
lib-agent:operations--six-sigma-black-belt	role:data-analyst	Role
lib-agent:operations--sop-coordinator	role:operations-analyst	Role
lib-agent:operations--sop-coordinator	role:procurement-manager	Role
lib-agent:operations--sop-coordinator	role:business-analyst	Role
lib-agent:operations--spc-implementation-specialist	role:operations-analyst	Role
lib-agent:operations--spc-implementation-specialist	role:data-analyst	Role
lib-agent:operations--spc-implementation-specialist	role:business-analyst	Role
lib-agent:operations--toc-practitioner	role:operations-analyst	Role
lib-agent:operations--toc-practitioner	role:business-analyst	Role
lib-agent:operations--toc-practitioner	role:strategic-planner	Role
lib-agent:operations--tqm-coordinator	role:operations-analyst	Role
lib-agent:operations--tqm-coordinator	role:hr-manager	Role
lib-agent:operations--tqm-coordinator	role:compliance-officer	Role