Jennifer Thornton

Jennifer Thornton

Senior Fraud Operations Analyst  ·  AML Specialist  ·  Ottawa, ON

Over a decade of experience in financial crime prevention, fraud operations, and anti-money laundering. I investigate complex fraud typologies, build detection frameworks, and write about emerging trends in financial intelligence.

10+ years in financial crime
CAMS certified
CFE certified fraud examiner

Areas of expertise

Anti-money laundering Fraud operations Transaction monitoring KYC / CDD SAR filing Risk assessment Fraud typologies Regulatory compliance OSINT FINTRAC reporting Fintech

Latest articles

AML

Emerging typologies in crypto-based money laundering

How decentralized finance is reshaping the layering stage — and what compliance teams need to watch for.

June 2025  ·  8 min read

Fraud

When the model is wrong: the limits of AI in fraud detection

Machine learning catches patterns humans miss — but overreliance creates blind spots that sophisticated actors are already exploiting.

March 2025  ·  6 min read

Fintech

Real-time payments, real-time fraud: closing the gap

Interac e-Transfer and open banking are convenient — and a gift to fraudsters. What banks and fintechs must do differently.

November 2024  ·  7 min read

Projects

Project work and case studies coming soon. Check back or get in touch to learn more.

Experience

Current Employer 2018 – present

Senior Fraud Operations Analyst

Lead fraud detection strategy and complex case investigations

AML transaction monitoring and suspicious activity reporting

Liaison with law enforcement and FINTRAC

Mentor junior analysts and contribute to team training

Previous Employer 2014 – 2018

Fraud Analyst

Card fraud and account takeover investigations

Built and implemented internal KYC review process

Contributed to fraud loss reduction initiatives

Earlier Role 2012 – 2014

Junior Analyst

Transaction review and escalation

Customer identity verification processes

Certifications

CAMS

ACAMS · Certified Anti-Money Laundering Specialist

CFE

ACFE · Certified Fraud Examiner

Get in touch

Available for professional inquiries, speaking opportunities, or collaborations in fraud and AML.

jennifer@thethorntons.ca