Ab Test Setup Workflow
A/B test setup workflow with hypothesis definition, variant creation, traffic allocation, statistical analysis, and winner deployment.
Community content moderation workflow with AI auto-flagging, user reports, human review queue, action enforcement, and appeals handling.
User { # User
n1: circle label:"Start"
n2: rectangle label:"Report content or user"
n3: rectangle label:"Receive moderation outcome"
n4: diamond label:"Appeal decision?"
n5: rectangle label:"Submit appeal with reason"
n6: circle label:"End"
n1.handle(right) -> n2.handle(left)
n2.handle(bottom) -> AutoMod.n7.handle(top) [label="Flag content"]
n3.handle(right) -> n4.handle(left)
n4.handle(right) -> n6.handle(left) [label="No"]
n4.handle(bottom) -> n5.handle(top) [label="Yes"]
n5.handle(bottom) -> HumanMod.n15.handle(top) [label="Review appeal"]
}
AutoMod { # Auto Moderation
n7: rectangle label:"Scan content with AI"
n8: diamond label:"Violates policy?"
n9: rectangle label:"Auto-remove content"
n10: rectangle label:"Mark as safe"
n11: diamond label:"Confidence high?"
n7.handle(right) -> n8.handle(left)
n8.handle(right) -> n11.handle(left) [label="Yes"]
n8.handle(bottom) -> n10.handle(top) [label="No"]
n11.handle(right) -> n9.handle(left) [label="Yes"]
n11.handle(bottom) -> HumanMod.n12.handle(top) [label="No - Escalate"]
n9.handle(top) -> User.n3.handle(bottom) [label="Removed"]
n10.handle(top) -> User.n3.handle(bottom) [label="Approved"]
}
HumanMod { # Human Moderator
n12: rectangle label:"Review flagged content"
n13: diamond label:"Policy violation?"
n14: rectangle label:"Apply appropriate action"
n15: rectangle label:"Review appeal case"
n16: diamond label:"Overturn decision?"
n17: rectangle label:"Restore content"
n12.handle(right) -> n13.handle(left)
n13.handle(right) -> n14.handle(left) [label="Yes"]
n13.handle(bottom) -> AutoMod.n10.handle(bottom) [label="No"]
n14.handle(top) -> User.n3.handle(bottom) [label="Action taken"]
n15.handle(right) -> n16.handle(left)
n16.handle(right) -> n17.handle(left) [label="Yes"]
n16.handle(bottom) -> User.n6.handle(top) [label="No - Upheld"]
n17.handle(top) -> User.n3.handle(bottom) [label="Restored"]
}A/B test setup workflow with hypothesis definition, variant creation, traffic allocation, statistical analysis, and winner deployment.
Account deletion workflow with cancellation reason capture, retention offer, subscription termination, data cleanup, and confirmation email.
API key rotation workflow with new key generation, dual-key transition period, client notification, old key deprecation, and audit logging.
Billing dispute workflow with dispute intake, transaction review, fraud analysis, resolution decision, and chargeback response handling.
Cohort analysis workflow with user segmentation by signup date, retention curve calculation, LTV projection, and behavioral pattern identification.
User consent management workflow with cookie banner, preference center, consent recording, downstream system sync, and audit trail.