| workflow:data-quality-check | role:data-quality-engineer | Role |
| workflow:data-quality-check | role:data-steward | Role |
| workflow:data-quality-check | role:data-engineer | Role |
| workflow:schema-migration-workflow | role:database-engineer | Role |
| workflow:schema-migration-workflow | role:backend-engineer | Role |
| workflow:schema-migration-workflow | role:database-administrator | Role |
| workflow:api-versioning-workflow | role:api-engineer | Role |
| workflow:api-versioning-workflow | role:sdk-engineer | Role |
| workflow:api-versioning-workflow | role:technical-writer | Role |
| workflow:dependency-upgrade-cycle | role:appsec-engineer | Role |
| workflow:dependency-upgrade-cycle | role:backend-engineer | Role |
| workflow:dependency-upgrade-cycle | role:frontend-engineer | Role |
| workflow:security-incident-response | role:soc-analyst | Role |
| workflow:security-incident-response | role:blue-team-lead | Role |
| workflow:security-incident-response | role:incident-commander | Role |
| workflow:cve-triage | role:appsec-engineer | Role |
| workflow:cve-triage | role:security-engineer | Role |
| workflow:cve-triage | role:threat-analyst | Role |
| workflow:chaos-experiment | role:chaos-engineer | Role |
| workflow:chaos-experiment | role:sre | Role |
| workflow:chaos-experiment | role:backend-engineer | Role |
| workflow:database-failover-drill | role:database-administrator | Role |
| workflow:database-failover-drill | role:database-engineer | Role |
| workflow:database-failover-drill | role:sre | Role |
| workflow:on-call-handoff | role:sre | Role |
| workflow:on-call-handoff | role:engineering-manager | Role |
| workflow:sprint-retrospective | role:scrum-master | Role |
| workflow:sprint-retrospective | role:engineering-manager | Role |
| workflow:sprint-retrospective | role:tech-lead | Role |
| workflow:user-research-cycle | role:design-researcher | Role |
| workflow:user-research-cycle | role:ux-researcher | Role |
| workflow:user-research-cycle | role:product-manager | Role |
| workflow:a-b-test-lifecycle | role:data-scientist | Role |
| workflow:a-b-test-lifecycle | role:conversion-rate-optimizer | Role |
| workflow:a-b-test-lifecycle | role:growth-engineer | Role |
| workflow:feature-flag-lifecycle-governance | role:release-manager | Role |
| workflow:feature-flag-lifecycle-governance | role:tech-lead | Role |
| workflow:feature-flag-lifecycle-governance | role:engineering-manager | Role |
| workflow:bug-triage-process | role:qa-engineer | Role |
| workflow:bug-triage-process | role:engineering-manager | Role |
| workflow:bug-triage-process | role:support-engineer | Role |
| workflow:hotfix-deployment-procedure | role:release-engineer | Role |
| workflow:hotfix-deployment-procedure | role:sre | Role |
| workflow:hotfix-deployment-procedure | role:engineering-manager | Role |
| workflow:rollback-execution | role:sre | Role |
| workflow:rollback-execution | role:release-engineer | Role |
| workflow:rollback-execution | role:incident-commander | Role |
| workflow:load-testing-pipeline | role:performance-engineer | Role |
| workflow:load-testing-pipeline | role:sre | Role |
| workflow:load-testing-pipeline | role:backend-engineer | Role |
| workflow:design-sprint-process | role:product-designer | Role |
| workflow:design-sprint-process | role:product-manager | Role |
| workflow:design-sprint-process | role:design-researcher | Role |
| workflow:clinical-trial-protocol | role:clinical-data-scientist | Role |
| workflow:clinical-trial-protocol | role:epidemiologist | Role |
| workflow:clinical-trial-protocol | role:research-scientist | Role |
| workflow:drug-approval-pipeline | role:clinical-data-scientist | Role |
| workflow:drug-approval-pipeline | role:compliance-officer | Role |
| workflow:drug-approval-pipeline | role:research-scientist | Role |
| workflow:patient-onboarding | role:clinical-data-scientist | Role |
| workflow:patient-onboarding | role:epidemiologist | Role |
| workflow:insurance-claims-adjudication | role:actuary | Role |
| workflow:insurance-claims-adjudication | role:fraud-analyst | Role |
| workflow:insurance-claims-adjudication | role:compliance-officer | Role |
| workflow:loan-underwriting-process | role:risk-analyst | Role |
| workflow:loan-underwriting-process | role:financial-analyst | Role |
| workflow:loan-underwriting-process | role:compliance-officer | Role |
| workflow:KYC-verification | role:compliance-officer | Role |
| workflow:KYC-verification | role:fraud-analyst | Role |
| workflow:fraud-investigation | role:fraud-analyst | Role |
| workflow:fraud-investigation | role:compliance-officer | Role |
| workflow:fraud-investigation | role:legal-counsel | Role |
| workflow:content-review-pipeline | role:content-moderator | Role |
| workflow:content-review-pipeline | role:trust-safety-engineer | Role |
| workflow:content-appeal-process | role:content-moderator | Role |
| workflow:content-appeal-process | role:trust-safety-engineer | Role |
| workflow:content-appeal-process | role:legal-counsel | Role |
| workflow:brand-safety-review | role:brand-manager | Role |
| workflow:brand-safety-review | role:marketing-strategist | Role |
| workflow:brand-safety-review | role:content-moderator | Role |
| workflow:influencer-vetting | role:marketing-strategist | Role |
| workflow:influencer-vetting | role:brand-manager | Role |
| workflow:ad-campaign-launch | role:marketing-strategist | Role |
| workflow:ad-campaign-launch | role:creative-director | Role |
| workflow:ad-campaign-launch | role:marketing-manager | Role |
| workflow:product-launch-go-to-market | role:product-manager | Role |
| workflow:product-launch-go-to-market | role:marketing-manager | Role |
| workflow:product-launch-go-to-market | role:solutions-architect | Role |
| workflow:customer-onboarding-B2B | role:customer-success-manager | Role |
| workflow:customer-onboarding-B2B | role:solutions-architect | Role |
| workflow:customer-onboarding-B2B | role:account-executive | Role |
| workflow:employee-onboarding-process | role:hr-manager | Role |
| workflow:employee-onboarding-process | role:talent-recruiter | Role |
| workflow:employee-onboarding-process | role:engineering-manager | Role |
| workflow:compensation-review | role:hr-manager | Role |
| workflow:compensation-review | role:people-analytics-specialist | Role |
| workflow:compensation-review | role:financial-analyst | Role |
| workflow:succession-planning | role:hr-manager | Role |
| workflow:succession-planning | role:organizational-development-specialist | Role |
| workflow:succession-planning | role:engineering-manager | Role |