MAS LABS · INNOVATING COMPLIANCE, EMPOWERING EXCELLENCE

The Financial Crime Compliance Lab

The Compliance Community focused on training, talent and AI-powered tools for the people who fight financial crime — across banking, fintech, insurance, crypto and gaming.

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AML/CTF ADVISORY & TRAINING
SANCTIONS SCREENING & EVASION TYPOLOGIES
AI-IN-FCC APPLIED · GOVERNED · EXPLAINABLE
What we do

Three pillars. One mission: smarter compliance.

Flagship · Innovation

ThinkLAB

Our applied-AI lab, in active development. We're building and stress-testing practical tools for financial crime compliance — sanctions screening logic, transaction-monitoring rules, typology mapping — and publishing what we learn.

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Training

GlobalED

Practitioner-led financial crime training: AML/CTF, sanctions, KYC/CDD/EDD, fraud and TBML — built for real casework, not just certificates.

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Talent

TalentBridge

Specialist compliance recruitment, launching soon. Built to connect institutions with vetted FCC professionals — from analysts to MLROs — who can perform from day one.

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Focus areas

Deep in the domains that matter.

AML / CTFSanctions screeningKYC · CDD · EDD Transaction monitoringFraud & FRAMLTrade-based ML Crypto & VASPsRegTech & AI governanceFCC Regulation / International Standards Readiness
Advisory services
FCC Framework Establishment & Enhancement AML/CFT Regulatory Gap Analysis Enterprise-Wide Risk Assessment (EWRA) TM & Sanctions Screening Optimization CDD/EDD Framework Strengthening AML Systems Advisory (BRD design & execution) AI Agents for Compliance — advisory & design
Training & development
FCC (AML/CFT/CPF, TBML & Sanctions) Customer Due Diligence / KYC FATCA & CRS Enterprise-Wide Risk Assessment Fintech & digital transformation Leadership & soft skills Customized learning solutions Certification training (CAMS, CGSS)
Muhammad Ahmed Shabbir — Founder, MAS LABS
Who's behind MAS LABS

Muhammad Ahmed Shabbir

MAS LABS · FCC Advisory & Training Lead
"Compliance shouldn't be a box-ticking exercise. It should be a craft — taught properly, staffed properly, and armed with the best tools we can build."
15+Years in FCC
500+Training hours delivered
3Sectors served
Banks · Fintechs · VASPs
A+Results-oriented

15+ years in financial crime compliance across regional markets, delivering tangible, measurable compliance outcomes for financial institutions and training the teams who protect them.

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Latest from the lab

Insights & analysis

Current affairs

AMLA's first technical standards hearing — what it means on the ground

EU harmonisation moved from framework to execution in March. Here's what compliance teams should do before 2028.

Current affairs

World Cup 2026: the financial crime surge regulators warned about

Betting flows, trafficking typologies and what monitoring teams should be flagging this summer.

ThinkLAB · FCC Tech

Stress-testing sanctions screening logic with AI

How we used Claude to probe fuzzy-matching thresholds — and what broke first.

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