| workflow:strategic-planning | responsibility:strategic-planning | Responsibility |
| workflow:strategic-planning | responsibility:market-research | Responsibility |
| workflow:strategic-planning | responsibility:stakeholder-communication | Responsibility |
| workflow:strategic-planning | responsibility:risk-assessment | Responsibility |
| workflow:market-analysis | responsibility:market-research | Responsibility |
| workflow:market-analysis | responsibility:strategic-planning | Responsibility |
| workflow:market-analysis | responsibility:metric-definition | Responsibility |
| workflow:market-analysis | responsibility:documentation | Responsibility |
| workflow:financial-planning | responsibility:financial-analysis | Responsibility |
| workflow:financial-planning | responsibility:budget-management | Responsibility |
| workflow:financial-planning | responsibility:stakeholder-communication | Responsibility |
| workflow:financial-planning | responsibility:risk-assessment | Responsibility |
| workflow:financial-planning | responsibility:investor-relations | Responsibility |
| workflow:talent-acquisition-pipeline | responsibility:talent-acquisition | Responsibility |
| workflow:talent-acquisition-pipeline | responsibility:hiring | Responsibility |
| workflow:talent-acquisition-pipeline | responsibility:stakeholder-communication | Responsibility |
| workflow:talent-acquisition-pipeline | responsibility:metric-definition | Responsibility |
| workflow:brand-campaign-launch | responsibility:brand-management | Responsibility |
| workflow:brand-campaign-launch | responsibility:content-creation | Responsibility |
| workflow:brand-campaign-launch | responsibility:market-research | Responsibility |
| workflow:brand-campaign-launch | responsibility:metric-definition | Responsibility |
| workflow:brand-campaign-launch | responsibility:stakeholder-communication | Responsibility |
| workflow:vendor-onboarding | responsibility:procurement | Responsibility |
| workflow:vendor-onboarding | responsibility:contract-negotiation | Responsibility |
| workflow:vendor-onboarding | responsibility:vendor-evaluation | Responsibility |
| workflow:vendor-onboarding | responsibility:compliance-monitoring | Responsibility |
| workflow:vendor-onboarding | responsibility:stakeholder-communication | Responsibility |
| workflow:contract-lifecycle | responsibility:contract-negotiation | Responsibility |
| workflow:contract-lifecycle | responsibility:regulatory-compliance | Responsibility |
| workflow:contract-lifecycle | responsibility:risk-assessment | Responsibility |
| workflow:contract-lifecycle | responsibility:compliance-monitoring | Responsibility |
| workflow:contract-lifecycle | responsibility:documentation | Responsibility |
| workflow:customer-journey-optimization | responsibility:customer-journey-mapping | Responsibility |
| workflow:customer-journey-optimization | responsibility:user-research | Responsibility |
| workflow:customer-journey-optimization | responsibility:metric-definition | Responsibility |
| workflow:customer-journey-optimization | responsibility:stakeholder-communication | Responsibility |
| workflow:customer-journey-optimization | responsibility:market-research | Responsibility |
| workflow:data-pipeline-deployment | responsibility:data-quality | Responsibility |
| workflow:data-pipeline-deployment | responsibility:deployment-management | Responsibility |
| workflow:data-pipeline-deployment | responsibility:documentation | Responsibility |
| workflow:data-pipeline-deployment | responsibility:risk-assessment | Responsibility |
| workflow:ml-model-lifecycle | responsibility:deployment-management | Responsibility |
| workflow:ml-model-lifecycle | responsibility:data-quality | Responsibility |
| workflow:ml-model-lifecycle | responsibility:risk-assessment | Responsibility |
| workflow:ml-model-lifecycle | responsibility:metric-definition | Responsibility |
| workflow:ml-model-lifecycle | responsibility:documentation | Responsibility |
| workflow:data-quality-monitoring | responsibility:data-quality | Responsibility |
| workflow:data-quality-monitoring | responsibility:on-call | Responsibility |
| workflow:data-quality-monitoring | responsibility:metric-definition | Responsibility |
| workflow:data-quality-monitoring | responsibility:sla-management | Responsibility |
| workflow:code-review | responsibility:code-review | Responsibility |
| workflow:code-review | responsibility:documentation | Responsibility |
| workflow:pull-request-lifecycle | responsibility:code-review | Responsibility |
| workflow:pull-request-lifecycle | responsibility:release-coordination | Responsibility |
| workflow:feature-development | responsibility:sprint-planning | Responsibility |
| workflow:feature-development | responsibility:backlog-grooming | Responsibility |
| workflow:feature-development | responsibility:code-review | Responsibility |
| workflow:feature-development | responsibility:test-strategy | Responsibility |
| workflow:feature-development | responsibility:documentation | Responsibility |
| workflow:bug-triage | responsibility:backlog-grooming | Responsibility |
| workflow:bug-triage | responsibility:on-call | Responsibility |
| workflow:bug-triage | responsibility:stakeholder-communication | Responsibility |
| workflow:technical-debt-reduction | responsibility:architecture-decision | Responsibility |
| workflow:technical-debt-reduction | responsibility:knowledge-sharing | Responsibility |
| workflow:technical-debt-reduction | responsibility:documentation | Responsibility |
| workflow:api-design-review | responsibility:architecture-decision | Responsibility |
| workflow:api-design-review | responsibility:documentation | Responsibility |
| workflow:api-design-review | responsibility:stakeholder-communication | Responsibility |
| workflow:dependency-update | responsibility:security-audit | Responsibility |
| workflow:dependency-update | responsibility:risk-assessment | Responsibility |
| workflow:architecture-decision-record | responsibility:architecture-decision | Responsibility |
| workflow:architecture-decision-record | responsibility:documentation | Responsibility |
| workflow:architecture-decision-record | responsibility:knowledge-sharing | Responsibility |
| workflow:compliance-audit | responsibility:compliance-monitoring | Responsibility |
| workflow:compliance-audit | responsibility:risk-assessment | Responsibility |
| workflow:compliance-audit | responsibility:documentation | Responsibility |
| workflow:compliance-audit | responsibility:stakeholder-communication | Responsibility |
| workflow:data-governance-review | responsibility:data-quality | Responsibility |
| workflow:data-governance-review | responsibility:compliance-monitoring | Responsibility |
| workflow:data-governance-review | responsibility:risk-assessment | Responsibility |
| workflow:data-governance-review | responsibility:documentation | Responsibility |
| workflow:vendor-evaluation | responsibility:vendor-evaluation | Responsibility |
| workflow:vendor-evaluation | responsibility:risk-assessment | Responsibility |
| workflow:vendor-evaluation | responsibility:contract-negotiation | Responsibility |
| workflow:vendor-evaluation | responsibility:compliance-monitoring | Responsibility |
| workflow:budget-planning | responsibility:budget-management | Responsibility |
| workflow:budget-planning | responsibility:stakeholder-communication | Responsibility |
| workflow:budget-planning | responsibility:capacity-planning | Responsibility |
| workflow:budget-planning | responsibility:risk-assessment | Responsibility |
| workflow:engineering-onboarding | responsibility:mentoring | Responsibility |
| workflow:engineering-onboarding | responsibility:knowledge-sharing | Responsibility |
| workflow:engineering-onboarding | responsibility:documentation | Responsibility |
| workflow:project-kickoff | responsibility:stakeholder-communication | Responsibility |
| workflow:project-kickoff | responsibility:sprint-planning | Responsibility |
| workflow:project-kickoff | responsibility:risk-assessment | Responsibility |
| workflow:project-kickoff | responsibility:documentation | Responsibility |
| workflow:team-formation | responsibility:hiring | Responsibility |
| workflow:team-formation | responsibility:mentoring | Responsibility |
| workflow:team-formation | responsibility:stakeholder-communication | Responsibility |
| workflow:team-formation | responsibility:knowledge-sharing | Responsibility |