Amon Alakwisa Phiri

05/05/2026

Welcome to AAP Series where ML related nuggets are shared.

Episode 11: What is identity theft?

In this Episode (https://youtu.be/Cdv7VeNhk08) I am sharing with you, what identity theft is, how it happens, and why it remains one of the fastest growing financial crimes today.

Learn how criminals misuse personal information and how you can protect yourself.

(c) May 2026

Welcome to AAP Series where ML related nuggets are shared.Episode 11: What is identity theft?In this Episode (https://youtu.be/Cdv7VeNhk08) I am sharing with...

20/04/2026

Lookout for episode 12 of AAP Series

In this episode we discuss what drives Identity theft.

Identity thieves are often driven by financial gain, greed, and opportunity. Criminals exploit weak systems or unsuspecting individuals to access money, loans, credit, or sensitive information.

In some cases, economic pressure such as debt or unemployment pushes individuals toward such crimes.

(c) April 2026

27/02/2026

Lookout for Episode 11

In this episode, we unpack what identity theft is, how it happens, and why it remains one of the fastest-growing financial crimes today. Learn how criminals misuse personal information and how you can protect yourself.

(c) February 2026

11/02/2026

AAP Series Episode 10 explores How KYC prevents Money Laundering (https://youtu.be/6g-5lA7QCII)

Know Your Customer (KYC) is a foundational tool in the fight against money laundering (ML). At its core, KYC uses a risk-based approach, where identifying the client is not just a formality but a critical first step. This process ensures that institutions know who they are doing business with and why.

Once a customer is onboarded, their KYC profile is continuously assessed to monitor changing risk levels. This allows financial institutions to apply appropriate levels of scrutiny and resources, helping to prevent losses and detect red flags early.

When risk assessments are done properly both at the onboarding stage and through ongoing monitoring institutions are better positioned to identify unusual behaviour, halt suspicious transactions, and maintain financial system integrity.

In essence, effective KYC doesn’t just comply with regulations it prevents crime, protects institutions, and preserves trust in the financial ecosystem before those Financial Criminals exploit the system.

(c) February 2026

AAP Series Episode 10 explores How KYC prevents Money Laundering ( https://youtu.be/6g-5lA7QCII)? Know Your Customer (KYC) is a foundational tool in the figh...

03/02/2026

AAP Series Episode 9 explores why is KYC required (https://youtu.be/mBuu1xmva_I)?

Know Your Customer (KYC) is a critical risk management and compliance toolkit designed to protect financial systems from abuse. Its primary objective is to identify the true identity of the client and ensure institutions clearly understand who they are doing business with.
KYC helps answer a fundamental question:

1. Who is the actual customer? This involves establishing basic identification details such as full name, nationality, identification number, and source of funds. By doing so, institutions can assess and mitigate risks associated with each client and develop an appropriate risk profile.

2. Beyond identity, KYC also requires understanding the industry or nature of business the client operates in. Enables client profiling for resource allocation and optimisation. Certain industries inherently carry higher financial crime risks, making this step essential for informed decision-making.

3. Equally important is continuous monitoring of client activity. KYC is not a one-off exercise; it ensures that client information remains accurate, reliable, and up to date, and that transactions align with the client’s known profile.

In essence, KYC promotes transparency, trust, and integrity protecting both institutions and the broader economy.

(C) February 2026

AAP Series Episode 9 explores why is KYC required (https://youtu.be/mBuu1xmva_I)? Know Your Customer (KYC) is a critical risk management and compliance toolk...

28/01/2026

Look out for AAP Series Episode 10; we explore how does KYC prevent Money Laundering.

Know Your Customer (KYC) is more than a compliance requirement it's a frontline defense against money laundering.

By verifying customer identity and understanding their financial behavior, KYC helps detect suspicious activity before criminals can exploit the system.

Follow AAP Series for more insights.

(c) January 2026

19/01/2026

What is KYC?

AAP Series Episode 8 explores what is KYC (https://youtu.be/CQXUCgbvCiU)?

Know Your Customer (KYC) is a process used by banks, financial institutions, and regulated businesses to verify the identity of their clients.

It helps prevent financial crimes such as money laundering, fraud, identity theft, and terrorist financing.

KYC involves collecting and validating personal information such as ID documents, proof of address, and, in some cases, source of funds. It ensures that individuals or entities engaging in financial transactions are legitimate and trustworthy.

For customers, KYC may seem procedural, but it's a frontline defense in safeguarding the integrity of the financial system. For institutions, it's a legal and ethical obligation that strengthens compliance and transparency.

(C) January 2026

What is KYC? AAP Series Episode 8 explores what is KYC (https://youtu.be/CQXUCgbvCiU)?Know Your Customer (KYC) is a process used by banks, financial institut...

19/01/2026

Look out for AAP Series Episode 9; we explore how you can navigate monitoring customer activities.

While there are a number of high quality free sources of information such as search engines or public databases.

Quality of source of information is very critical.

Follow AAP Series for more insights.

(c) January 2026

12/01/2026

Look out for AAP Series Episode 8 we discuss "What is KYC?".

Know Your Customer (KYC) is a critical process used by banks, financial institutions, and regulated businesses to verify the identity of their clients. It helps prevent financial crimes such as money laundering, fraud, identity theft, and terrorist financing.

(c) January 2026

23/12/2025

AAP Series - Why do people commit financial crimes?

In this thought provoking episode (https://youtu.be/fV9lX-MJgzs) of the AAP Series, we examine the motivations behind financial wrongdoing.

Ranging from;

1. Financial gain; illicit profits/advantage,
2. Greed,
3. Poor ethical values,
4. Financial desperation to opportunity, and
5. weak regulatory oversight.

Whether it's the pursuit of quick wealth, pressure from poverty or debt, or exploiting system loopholes, understanding the “why” behind financial crimes is the first step to prevention.

By uncovering the root causes, we can better shape interventions that protect society and strengthen accountability.

Join the conversation be part of the solution.

© December 2025

17/12/2025

AAP Series - Types of Financial Crimes

Financial crimes pose a serious threat to individuals, businesses, and the economy at large. In this episode https://youtu.be/picOPFgpx5I?si=OBiXKkhH0YYslncW of the AAP Series, we unpack some of the most common forms of financial crime and why awareness matters.

We take a closer look at;

1. Money laundering, where illicit funds are disguised to appear legitimate

2. Fraud, which involves deception for financial gain

3. Corruption, including practices such as bribery and nepotism that undermine trust and fairness in institutions.

4. Insider trading, where privileged information is exploited for personal advantage in financial markets.

Understanding these crimes is the first step toward prevention. By recognising how they occur and the damage they cause, individuals and organisations can better protect themselves and contribute to a more transparent and ethical financial system.

Stay informed. Stay vigilant. Protect your financial future.

(c) December 2025