Banking Fraud AI Detection Training Course

Name: Banking Fraud AI Detection and Control Course
Availability: InStock

Apply AI to banking fraud signals, alert triage, investigation evidence, false-positive control, explainability, monitoring, and escalation.

Banking Fraud AI Detection Training Course

At a glance

Duration: 5 days
Format: Classroom
Cities: Abu Dhabi, Rome, Cape town, Zanzibar, Milan, Doha and more
Next session: 5 – 9 October 2026, Abu Dhabi
Average fee: 5,800 €

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Banking Fraud AI Detection and Control Course

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Overview

Banking Fraud AI Detection and Control Course is a five-day course for banking fraud managers, financial crime teams, transaction monitoring personnel, risk managers, compliance officers, and banking analytics coordinators, who leave with a Banking Fraud AI Control Plan. Participants map fraud typologies, prepare transaction and customer data, review rules and anomaly signals, triage alerts, control false positives, support human investigations, explain evidence, check bias, monitor models and rules, and escalate cases. Agile Leaders Training Center provides training in banking fraud AI detection and control.

Who Should Attend

Fraud management personnel responsible for detection strategy and case outcomes
Financial crime personnel responsible for typologies and investigative support
Transaction monitoring personnel responsible for alerts and escalation
Risk personnel responsible for controls, thresholds, and model risk
Compliance personnel responsible for evidence and accountable reporting
Banking analytics personnel responsible for data quality and monitoring

The course assumes participants contribute to banking fraud detection or investigation and leaves out technical model development, cybersecurity operations, tax fraud, and specialist anti-money-laundering legal training.

Departments and Industries

The course supports governed AI use in fraud detection across banking and payment operations.

Bank fraud and financial crime operations
Transaction monitoring and payment controls
Enterprise risk and model governance
Compliance and internal audit functions
Retail, commercial, and digital banking
Payment services and financial technology organizations

Learning Objectives

By the end of this course, participants will be able to:

Analyze fraud typologies and detection use cases
Evaluate transaction and customer data readiness
Build alert triage and investigation flows
Apply false-positive, explainability, and bias controls
Use model, rule, and drift monitoring measures
Build a Banking Fraud AI Control Plan

Course Agenda

Day 1: Fraud Typologies and Data Readiness

Banking Fraud Typology Map
Detection Use-Case Suitability Matrix
Transaction Data Source Register
Customer Signal Quality Checklist
Fraud Data Access and Lineage Map

Day 2: Signals and Alert Triage

Fraud Rule and Anomaly Signal Inventory
Alert Risk Scoring Framework
Alert Priority and Routing Matrix
False-Positive Review Sample
Case Intake Evidence Checklist

Day 3: Investigation and Explainability

Human Fraud Investigation Workflow
Transaction Pattern Evidence Timeline
Alert Explanation Quality Standard
Bias and Segment Outcome Review
Investigator Override and Rationale Log

Day 4: Monitoring and Escalation

Fraud Model Performance Scorecard
Rule Effectiveness Review Table
Detection Drift Alert Thresholds
Case Escalation Decision Tree
Fraud Detection Governance Report

Day 5: Banking Fraud Control Practice

Suggested Exercise: Map Typologies and Data Sources
Suggested Exercise: Score and Route Fraud Alerts
Suggested Exercise: Review Evidence and Explanations
Suggested Exercise: Set Monitoring and Escalation
Capstone Exercise: Banking Fraud AI Control Plan

Practical Exercises

The course uses suggested activities that turn transaction signals into controlled and reviewable fraud decisions.

Suggested activity: map typologies, select use cases, register data, and review lineage
Suggested activity: inventory rules and anomalies, score alerts, route cases, and sample false positives
Suggested activity: build evidence timelines, assess explanations, check segments, and record overrides
Suggested activity: define performance measures, drift thresholds, escalation, and governance reporting

FAQs

Who suits banking fraud AI detection training, and what does it assume?

Banking fraud AI detection training suits personnel responsible for fraud, financial crime, transaction monitoring, risk, compliance, or banking analytics. It assumes familiarity with banking operations and requires no programming.

How does banking fraud AI detection differ from cybersecurity training?

Banking fraud AI detection focuses on transaction behavior, customer signals, alerts, investigations, false positives, explainability, and case escalation, while cybersecurity training protects systems, networks, identities, and technical assets.

How should banks reduce false positives in fraud alerts?

Banks should review typologies, data quality, rule overlap, thresholds, segment effects, alert explanations, investigator outcomes, confirmed cases, missed fraud, and changes in customer behavior before adjusting controls.

How should banks explain an AI fraud alert?

Banks should provide the triggering signals, relevant transactions, comparison baseline, rule or model contribution, uncertainty, data limitations, review steps, investigator decision, and recorded rationale.

What belongs in a Banking Fraud AI Control Plan?

The plan should include typologies, use cases, data sources, rules and signals, scoring and routing, investigation steps, explanation standards, bias checks, override logs, performance measures, drift thresholds, escalation, owners, and reporting.

Conclusion

Participants take back a Banking Fraud AI Control Plan connecting typologies, data, signals, alerts, investigations, explanations, monitoring, and escalation. It changes how teams govern AI-supported fraud detection decisions. The plan provides a basis for better alert quality, traceable evidence, human accountability, visible model limits, and controlled response.

credits: 5 credit per day

Course Mode: full-time

Provider: Agile Leaders Training Center

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Showing 1-20 of 76 events

Location	Dates	Duration	Mode	Price
Abu Dhabi	Week 41, 2026 5 – 9 October 2026	5 Days	Onsite	€4,700
Rome	Week 42, 2026 12 – 16 October 2026	5 Days	Onsite	€5,700
Cape town	Week 42, 2026 18 – 22 October 2026	5 Days	Onsite	€4,500
Zanzibar	Week 43, 2026 25 – 29 October 2026	5 Days	Onsite	€5,500
Milan	Week 45, 2026 2 – 6 November 2026	5 Days	Onsite	€5,700
Doha	Week 45, 2026 8 – 12 November 2026	5 Days	Onsite	€5,500
Frankfurt	Week 46, 2026 9 – 13 November 2026	5 Days	Onsite	€5,700
Phuket	Week 46, 2026 15 – 19 November 2026	5 Days	Onsite	€6,000
Sharm El-Sheikh	Week 47, 2026 16 – 20 November 2026	5 Days	Onsite	€4,100
Toronto	Week 47, 2026 22 – 26 November 2026	5 Days	Onsite	€12,000
Dubai	Week 48, 2026 23 – 27 November 2026	5 Days	Onsite	€4,500
Casablanca	Week 49, 2026 30 November – 4 December 2026	5 Days	Onsite	€4,100
Trabzon	Week 49, 2026 6 – 10 December 2026	5 Days	Onsite	€6,800
Madrid	Week 51, 2026 14 – 18 December 2026	5 Days	Onsite	€5,700
Abu Dhabi	Week 51, 2026 14 – 18 December 2026	5 Days	Onsite	€4,700
Riyadh	Week 51, 2026 20 – 24 December 2026	5 Days	Onsite	€5,700
London	Week 52, 2026 21 – 25 December 2026	5 Days	Onsite	€5,700
Langkawi	Week 52, 2026 27 – 31 December 2026	5 Days	Onsite	€6,000
Barcelona	Week 53, 2026 28 December 2026 – 1 January 2027	5 Days	Onsite	€5,700
Amsterdam	Week 01, 2027 4 – 8 January 2027	5 Days	Onsite	€5,700

Frequently asked questions

What does this course cover?

OverviewBanking Fraud AI Detection and Control Course is a five-day course for banking fraud managers, financial crime teams, transaction monitoring personnel, risk managers, compliance officers, and banking analytics coordinators, who leave with a Banking Fraud AI Control Plan. Participants map fraud typologies, prepare transaction and customer data, rev…

Are training dates available?

Yes. Available dates and destinations are listed in the course dates section on this page.

How can I register?

Choose an available date on this page and complete the registration form, or send a programme enquiry.

Can I download the course brochure?

Yes. Use the brochure download link provided on this page.

Banking Fraud AI Detection Training Course