AIOrchestrated Fraud Prevention Implementation Playbook for Latin American Finan
64 professional files (6 PDFs + 58 Excel workbooks) | 349+ spreadsheet tabs | 2,730+ rows of structured content | 11 organised folders
Financial crime prevention faces unprecedented pressure. Criminals move faster, regulators demand more evidence, and customers want less friction. Teams have to modernise AML, KYC, and fraud programmes without losing control. A structured implementation approach, grounded in risk-based design and strong operational controls, is how leading institutions stay ahead.
WHAT YOU GET: A THREE-PHASE JOURNEY
Phase 1: Diagnose. Seven domain assessments (30 questions each, 210 total) score your maturity across AI Fraud Strategy, Data Infrastructure, AI Modeling Capability, and related areas. You can complete the Quick Scan diagnostic in under an hour and know exactly where the biggest gaps and opportunities sit.
Phase 2: Set Goals. Five PM template workbooks with roadmaps, RACI matrices, milestone trackers, risk registers, and stakeholder communication plans. These lock in scope, timeline, and accountability before a single line of implementation work starts, which is consistently where programmes succeed or stall.
Phase 3: Implement. Nine operational runbooks and checklists covering deployment, incident response, compliance, and vendor and third-party handling. Every runbook is built to be followed by a working team, not read and filed. Pro tips, example rows, and common-mistake callouts give you the benefit of hard-won practitioner experience from the first day.
7 DOMAIN ASSESSMENTS (210 QUESTIONS)
• AI Fraud Strategy
• Data Infrastructure
• AI Modeling Capability
• Real Time Architecture
• Fraud Typology Understanding
• LATAM Model Customization
• Regulatory Compliance
9 OPERATIONAL RUNBOOKS
• AI Fraud Detection Runbook v1.2
• Cross System Integration Checklist
• Customer Friction Management Playbook
• Fraud Analyst Daily Task Guide
• Incident Handoff Protocol Between Security and Legal
• Model Retraining and Drift Detection Workflow
• Real Time Transaction Monitoring Checklist
• Vendor Onboarding and Audit Checklist
The full kit also includes a practitioner-grade library of PM forms spanning all five PMBOK process groups, KPI dashboards, risk and compliance registers, and reference cards. Every template comes pre-populated with domain-specific example data so your team can start editing, not staring at blank rows. You get a consistent operating system across diagnostic, planning, delivery, and sustainment, which is how mature programmes compound improvement year over year.
WHO THIS IS FOR: Enterprise AI programme leaders, chief data and analytics officers, transformation directors, and delivery teams implementing AI at scale.
Aligned with leading industry standards and PMBOK project management practice.
Instant download. Start your first assessment within the hour.
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Source: Best Practices in Fraud Excel: AI-Orchestrated Fraud Prevention for Latin Playbook Excel (XLSX) Spreadsheet, Gerard Blokdijk
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