21. Running the Abuse Organization

Assign decision rights across product, engineering, data, security, legal, operations, and support.

Reader outcome

Design ownership, escalation, launch review, incident response, quality assurance, and accountability for an adversarial platform program.

Decision questions

• Who owns policy, evidence standards, models, interventions, and appeals?
• Who can authorize high-severity or bulk enforcement?
• How are product friction and prevented harm traded off?
• What independent review catches confirmation bias or metric gaming?
• How do teams investigate mistakes without exposing sensitive defenses broadly?

Evidence needed

• Trust and safety, fraud, anti-cheat, and security operating models
• Decision-right and incident-management patterns
• Quality-control and reviewer-wellbeing research
• Organizational failure case studies