| workflow:customer-win-loss-analysis | responsibility:review-architecture-changes | Responsibility |
| workflow:customer-journey-mapping-refresh | responsibility:data-quality-monitoring | Responsibility |
| workflow:customer-journey-mapping-refresh | responsibility:retro-facilitation | Responsibility |
| workflow:voice-of-customer-synthesis | responsibility:data-quality-monitoring | Responsibility |
| workflow:voice-of-customer-synthesis | responsibility:triage-incoming-issues | Responsibility |
| workflow:customer-segmentation-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:customer-segmentation-review | responsibility:cost-optimization | Responsibility |
| workflow:cx-measurement-framework-setup | responsibility:slo-definition | Responsibility |
| workflow:cx-measurement-framework-setup | responsibility:data-quality-monitoring | Responsibility |
| workflow:customer-lifecycle-automation-setup | responsibility:data-quality-monitoring | Responsibility |
| workflow:customer-lifecycle-automation-setup | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:cyber-risk-scenario-modeling | responsibility:threat-modeling | Responsibility |
| workflow:cyber-risk-scenario-modeling | responsibility:risk-reporting | Responsibility |
| workflow:threat-intelligence-feed-review | responsibility:run-security-scans | Responsibility |
| workflow:threat-intelligence-feed-review | responsibility:threat-modeling | Responsibility |
| workflow:security-control-maturity-assessment | responsibility:security-review | Responsibility |
| workflow:security-control-maturity-assessment | responsibility:run-security-scans | Responsibility |
| workflow:ad-hoc-analysis-request-cycle | responsibility:data-quality-monitoring | Responsibility |
| workflow:ad-hoc-analysis-request-cycle | responsibility:slo-definition | Responsibility |
| workflow:dashboard-development-cycle | responsibility:data-quality-monitoring | Responsibility |
| workflow:dashboard-development-cycle | responsibility:slo-definition | Responsibility |
| workflow:data-quality-investigation | responsibility:data-quality-monitoring | Responsibility |
| workflow:data-quality-investigation | responsibility:postmortem-writeup | Responsibility |
| workflow:metrics-definition-alignment | responsibility:data-quality-monitoring | Responsibility |
| workflow:metrics-definition-alignment | responsibility:adr-curation | Responsibility |
| workflow:data-mesh-domain-ownership-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:data-mesh-domain-ownership-review | responsibility:run-architecture-review | Responsibility |
| workflow:real-time-streaming-health-check | responsibility:data-quality-monitoring | Responsibility |
| workflow:real-time-streaming-health-check | responsibility:on-call-handoff | Responsibility |
| workflow:data-warehouse-schema-governance | responsibility:data-quality-monitoring | Responsibility |
| workflow:data-warehouse-schema-governance | responsibility:review-architecture-changes | Responsibility |
| workflow:etl-pipeline-cost-optimization | responsibility:cost-optimization | Responsibility |
| workflow:etl-pipeline-cost-optimization | responsibility:capacity-planning | Responsibility |
| workflow:data-access-request-workflow | responsibility:data-quality-monitoring | Responsibility |
| workflow:data-access-request-workflow | responsibility:security-review | Responsibility |
| workflow:cdc-pipeline-validation | responsibility:data-quality-monitoring | Responsibility |
| workflow:cdc-pipeline-validation | responsibility:respond-incidents | Responsibility |
| workflow:data-catalog-maintenance | responsibility:data-quality-monitoring | Responsibility |
| workflow:data-catalog-maintenance | responsibility:write-user-docs | Responsibility |
| workflow:dbt-model-review | responsibility:review-prs-merge-decisions | Responsibility |
| workflow:dbt-model-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:model-fairness-audit | responsibility:ai-safety-guardrails | Responsibility |
| workflow:model-fairness-audit | responsibility:data-quality-monitoring | Responsibility |
| workflow:model-explainability-review | responsibility:write-user-docs | Responsibility |
| workflow:model-explainability-review | responsibility:ai-safety-guardrails | Responsibility |
| workflow:dataset-versioning-governance | responsibility:data-quality-monitoring | Responsibility |
| workflow:dataset-versioning-governance | responsibility:review-architecture-changes | Responsibility |
| workflow:data-pipeline-monitoring | responsibility:respond-incidents | Responsibility |
| workflow:schema-migration | responsibility:approve-deploys | Responsibility |
| workflow:schema-migration | responsibility:review-architecture-changes | Responsibility |
| workflow:query-performance-review | responsibility:slo-definition | Responsibility |
| workflow:backup-recovery-drill | responsibility:runbook-authoring | Responsibility |
| workflow:backup-recovery-drill | responsibility:respond-incidents | Responsibility |
| workflow:tech-radar-update | responsibility:approve-architecture | Responsibility |
| workflow:tech-radar-update | responsibility:write-rfc-documents | Responsibility |
| workflow:architectural-fitness-function-review | responsibility:review-architecture-changes | Responsibility |
| workflow:architectural-fitness-function-review | responsibility:approve-architecture | Responsibility |
| workflow:cross-team-integration-testing | responsibility:triage-incoming-issues | Responsibility |
| workflow:cross-team-integration-testing | responsibility:approve-deploys | Responsibility |
| workflow:day-trading-journal-review | responsibility:risk-reporting | Responsibility |
| workflow:pre-market-preparation-routine | responsibility:risk-reporting | Responsibility |
| workflow:trading-performance-attribution | responsibility:risk-reporting | Responsibility |
| workflow:trading-performance-attribution | responsibility:portfolio-rebalancing | Responsibility |
| workflow:forecasting-model-calibration | responsibility:data-quality-monitoring | Responsibility |
| workflow:forecasting-model-calibration | responsibility:review-architecture-changes | Responsibility |
| workflow:decision-retrospective | responsibility:retro-facilitation | Responsibility |
| workflow:decision-retrospective | responsibility:adr-curation | Responsibility |
| workflow:api-rate-limiting-tuning | responsibility:performance-budget-tracking | Responsibility |
| workflow:api-rate-limiting-tuning | responsibility:slo-definition | Responsibility |
| workflow:database-index-optimization | responsibility:performance-budget-tracking | Responsibility |
| workflow:database-index-optimization | responsibility:cost-optimization | Responsibility |
| workflow:ci-cd-pipeline-migration | responsibility:approve-deploys | Responsibility |
| workflow:ci-cd-pipeline-migration | responsibility:run-architecture-review | Responsibility |
| workflow:mobile-app-privacy-review | responsibility:security-review | Responsibility |
| workflow:mobile-app-privacy-review | responsibility:threat-modeling | Responsibility |
| workflow:game-localization-pipeline | responsibility:release-coordination | Responsibility |
| workflow:game-localization-pipeline | responsibility:write-user-docs | Responsibility |
| workflow:embedded-ota-rollback-testing | responsibility:approve-deploys | Responsibility |
| workflow:embedded-ota-rollback-testing | responsibility:run-security-scans | Responsibility |
| workflow:network-topology-review | responsibility:review-architecture-changes | Responsibility |
| workflow:network-topology-review | responsibility:security-review | Responsibility |
| workflow:data-warehouse-cost-optimization | responsibility:cost-optimization | Responsibility |
| workflow:data-warehouse-cost-optimization | responsibility:performance-budget-tracking | Responsibility |
| workflow:ml-model-versioning-governance | responsibility:review-architecture-changes | Responsibility |
| workflow:ml-model-versioning-governance | responsibility:data-quality-monitoring | Responsibility |
| workflow:open-source-security-disclosure | responsibility:security-review | Responsibility |
| workflow:open-source-security-disclosure | responsibility:respond-incidents | Responsibility |
| workflow:kubernetes-cost-optimization | responsibility:cost-optimization | Responsibility |
| workflow:kubernetes-cost-optimization | responsibility:capacity-planning | Responsibility |
| workflow:documentation-freshness-audit | responsibility:write-user-docs | Responsibility |
| workflow:documentation-freshness-audit | responsibility:changelog-maintenance | Responsibility |
| workflow:customer-churn-analysis | responsibility:data-quality-monitoring | Responsibility |
| workflow:customer-churn-analysis | responsibility:cost-optimization | Responsibility |
| workflow:pay-equity-analysis | responsibility:data-quality-monitoring | Responsibility |
| workflow:pay-equity-analysis | responsibility:cost-optimization | Responsibility |
| workflow:accessibility-standards-compliance | responsibility:review-prs-merge-decisions | Responsibility |
| workflow:accessibility-standards-compliance | responsibility:write-user-docs | Responsibility |
| workflow:employee-resource-group-impact-review | responsibility:retro-facilitation | Responsibility |
| workflow:employee-resource-group-impact-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:dei-metrics-review | responsibility:data-quality-monitoring | Responsibility |