01 · Risk products
Fraud and risk product strategy
Shape portfolios, roadmaps and operating models around real fraud decisions, control obligations and adoption economics.
Explore risk productsFraud risk × governed AI × financial value
Better decisions at the intersection of risk, product and AI.
Ahmed El-Shamy is a fraud-risk product leader and AI-in-finance educator based in New Cairo. His work connects enterprise fraud management, banking AI governance, RegTech product strategy and practical FP&A education for financial institutions and executive teams across the Middle East and Africa.
Resume-backed perspective
55+banks across portfolio experience
12Middle East markets
200+professionals and students taught
Arabic + Englishbilingual delivery
Choose your route
Four connected fields. One decision discipline.
Each route is grounded in hands-on banking, fraud-product and education experience, not generic AI commentary.
02 · Enterprise fraud
Fraud management for MENA institutions
Connect detection, authentication, investigations, governance and measurement into one accountable system.
Read the buyer guide03 · Governed AI
AI governance in banking
Move from promising use case to controlled deployment through clear ownership, evidence and human oversight.
See the governance model04 · Capability
AI in finance and FP&A education
Help finance, risk and product teams apply GenAI responsibly to forecasting, analysis and decision support.
Explore corporate trainingLatest from the original archive
Recent analysis from The FinData Lake.
The four newest long-form articles from The FinData Lake now sit alongside the current strategic guides.
DeFi Fraud and Risk: Innovation or Financial Crime?
Examine DeFi benefits and risks, including smart-contract vulnerabilities, manipulation, scams, governance gaps and regulatory considerations.
Read original articleNLP and Generative AI for Risk Management in Banking
Explore NLP and generative AI use cases in banking risk, alongside data, governance, validation, human oversight and implementation constraints.
Read original articleESG Risk Management in Banking: A Practical Guide
A practical introduction to ESG risk in banking, covering materiality, governance, data, scenario analysis, monitoring and financial decisions.
Read original articleRegTech in Financial Institutions: An Implementation Guide
Understand where RegTech supports compliance, monitoring and reporting—and what financial institutions need for safe, governed implementation.
Read original articleOriginally published in 2023. Use the current pillar guides for reviewed 2026 decision frameworks and primary regulatory sources.
Watch and listen
Selected recordings and applied work.
A curated route into Ahmed's video teaching and external appearances. The complete video library is available in Insights and Selected Work.
External recording · YouTube
Generative AI and the Future of Financial Management
A preserved public recording from the original website media archive.
Watch the recording
External recording · YouTube
Next-Generation CFO Webinar
A preserved public recording from the original website media archive.
Watch the recordingFollow the live thinking
Four feeds. One connected body of work.
Move between long-form professional analysis, fast commentary, video teaching and community conversations through Ahmed's official public profiles.
Working model
From business exposure to repeatable capability
Technology creates value only when the decision, control and operating context are designed together.
Frame the decision
Define who decides, what changes and how success will be measured.
Map risk and evidence
Make regulatory, fraud, data and model constraints visible before solution selection.
Design the product or workflow
Connect capabilities, ownership, controls and user adoption around the decision.
Build operating confidence
Equip teams with practical frameworks, review gates and feedback loops.
Current perspective
A practitioner who also teaches the system.
Ahmed’s current work spans fraud-risk product advisory across Africa and academic strategy for AI education. That combination keeps the work commercially grounded, control-aware and explainable to the people who must use it.
Read the full biographyStart with a practical guide
Decision pages for regulated financial teams
Banking
AI governance in banking
A lifecycle control model for accountable GenAI and AI use.
Open guideFinance
AI in FP&A
A controlled path from analysis assistance to decision support.
Open guideProduct
RegTech and FinTech strategy
A build, buy or partner framework for product and risk leaders.
Open guideStart with the decision
Bring the context. We can define the right next question.
For advisory, executive education, media or academic enquiries, share the decision you are facing, the audience involved and the outcome you need.