Source of Wealth Red Flags: Identifying High-Risk Clients in AML Reviews

By Hugo Chamberlain
On: 27 April, 2026,
Categories: Adverse Media, Fintech, KYC, Regtech

Every source of wealth review is, at its core, a risk identification exercise. The documents tell one story. The red flags tell you whether to believe it.

Read More

Source of Wealth for PEPs: Enhanced Due Diligence in Practice

Fintech | KYC | Regtech

14 April, 2026

Politically exposed persons represent the highest-risk client category in AML compliance — and, for many private banks, among the most commercially attractive. Managing that tension is one of the defining operational challenges in compliance today. At the heart of it sits source of wealth verification.

Sign up to our newsletter

Sign Up – to stay up to date and gain access to regular bulletins, news and our insight on current events.

Source of Wealth vs. Source of Funds: Key Differences Explained

Fintech | Jargon Buster

18 March, 2026

If you work in compliance, KYC, or financial crime, you will encounter the terms Source of Wealth (SoW) and Source of Funds (SoF) repeatedly — often in the same breath. They sound similar. They are not the same. Conflating them is one of the most common documentation errors made during enhanced due diligence reviews, and it is the type of error that draws regulatory attention.

Source of Wealth Verification: The Definitive Guide for Financial Institutions

Fintech | Jargon Buster

9 March, 2026

Source of wealth verification is one of the most scrutinised areas of AML compliance and one of the most commonly done wrong.

AI and the Future of KYC: Transforming the Role of KYC Analysts

Adverse Media | AI | Fintech | KYC

28 November, 2024

The role of Know Your Customer (KYC) analysts has undergone a profound transformation over the past decade, shaped largely by advances in technology, particularly artificial intelligence (AI) and more recently, Generative AI. Historically, the job of a KYC analyst revolved around manually processing large amounts of data, reviewing customer profiles, performing ID verifications, cross-referencing watchlists, conducting adverse media screening, and ensuring compliance with ever-changing regulatory standards.

Mike Byrne Appointed as smartKYC’s New Business Development Director

Fintech | KYC | New Hire | Regtech

7 March, 2023

smartKYC announces Mike Byrne as the company’s new Business Development Director.

GDPR and KYC – Living Together in Perfect Harmony?

Adverse Media | Continuous Monitoring | Explainable AI | Fintech | GDPR | KYC | Regtech

23 February, 2023

The General Data Protection Regulation (GDPR) and Know Your Customer (KYC) screening are two important regulatory frameworks in the world of data protection and financial services. GDPR and KYC screening can conflict in several ways, particularly in relation to the collection and storage of personal data. However, it is mandatory for organizations to comply with both by carefully balancing the requirements of each and taking appropriate measures to protect personal data.

Negative News Screening: Processing Foreign Languages

Adverse Media | AI | Continuous Monitoring | Explainable AI | Fintech | KYC

19 December, 2022

As we addressed in our latest adverse media post, there is an array of categories—and subcategories— of negative news screening that need to be properly screened for accurate and relevant results. But how do people look for and analyse adverse media in foreign languages? And why is this still so difficult?

smartKYC Comment on the Wolfsberg Principles for Using Artificial Intelligence and Machine Learning in Financial Crime Compliance

AI | Explainable AI | Fintech | KYC

9 December, 2022

On 1st December 2022, the Wolfsberg Group published its Principles for Using Artificial Intelligence and Machine Learning in Financial Crime Compliance. It is a welcome piece of commentary and advice and is inline with our thinking at smartKYC.

smartKYC Wins ‘Best Proposition for AI, Machine Learning’ at the Data Management Insight Europe Awards 2022

AI | Awards | Explainable AI | Fintech

1 December, 2022

We have won the award for ‘Best Proposition for AI, Machine Learning’ at the Data Management Insight Europe Awards!

smartKYC Wins ‘Best Financial Crime Solution’ at the RegTech Insight APAC Awards, 2022

Adverse Media | AI | Awards | ESG | Explainable AI | Fintech

29 November, 2022

We have won the award for ‘Best Financial Crime Solution’ at the RegTech Insight APAC Awards!

smartKYC Wins ‘Best Financial Crime Solution’ at the RegTech Insight USA Awards 2022

Adverse Media | Awards | Explainable AI | Fintech

17 November, 2022

We have won the award for ‘Best Financial Crime Solution’ at the RegTech Insight USA Awards!