Often Missing SkillsThreat ModelingRegulatory ComplianceIdentity Data QualityFraud EconomicsCustomer Support OperationsPlatform ReliabilityPolicy Design
Development SuggestionsBuild a metrics framework that connects verification steps to conversion and fraud loss. Partner with risk and security to learn common attack patterns and how controls reduce them. Run a vendor comparison using clear acceptance criteria and ongoing performance scorecards. Practice writing product requirements that include edge cases, abuse scenarios, and operational playbooks.