Financial
Can Data Analytics Make It Difficult for Financial Crimes to Prosper?
By Jadd Elliot Dib, Founder & CEO, Pangaea X
Money laundering refers to the act of concealing the origins of money or wealth gained from criminal, illegal, or illicit activities and legitimizing such funds by depositing it into the financial system. These funds are then moved or transferred by “layering” or making a series of transactions, usually repetitive and in huge volumes, to hide the illicit origin of the funds. In addition, “cleaning” or “washing” of such funds involve using them to purchase real estate, stocks, commercial investments, and other legitimate assets. In more recent times, money laundering has also become a serious global security concern as it involves the movement of money that fund and support terroristic activities.
As globalized Anti-Money Laundering (AML) laws and regulations are further reinforced to safeguard the integrity of the global financial system, financial crimes are also becoming increasingly sophisticated. That despite its tightening, a recent study from Verafin, a financial crime risk management company, estimates that US$3.1 trillion in illicit money flowed through the global financial system in 2023. So, what role does data analytics play in the global fight against money laundering?
Within the complex web of financial transactions that happen at almost every second and every minute each day, there is a huge amount of data from every transaction that can be mined and analyzed to form the basis of preemptive or preventive action. The integration of data analytics offers a transformative solution, enabling organizations to fortify their compliance practices while streamlining operational efficiencies. Data analytics can transform AML compliance from a reactive to a proactive endeavor. With big data analytics, this empowers institutions to analyse massive datasets in real-time and uncover hidden patterns that can then lead to identifying and flagging illicit activities. These hidden patterns, easily missed by traditional manual approaches, become crucial clues in the fight against financial crime.
Simply put, the advantages of utilizing and employing data analytics in AML compliance are manifold. Firstly, it bolsters detection capabilities by illuminating complex anomalies that evade traditional scrutiny. Real-time analysis enables swift identification of suspicious activities, empowering institutions to intervene promptly. Moreover, data analytics facilitates proactive risk management by adapting to dynamic money laundering tactics and regulatory changes. Through techniques like machine learning and artificial intelligence, organizations can forecast emerging risks and preemptively mitigate them, staying ahead of potential money laundering activities.
Lastly, data analytics uncovers hidden connections and networks involved in money laundering schemes, aiding investigations and proactive measures. By employing entity resolution and network analysis, AML professionals gain invaluable insights into the flow of illicit funds, bolstering efforts to combat financial crimes. Advanced techniques like data mining, predictive analytics, and statistical analysis work hand-in-hand with specialized tools to unlock actionable insights from complex datasets. These tools expose hidden connections, pinpoint high-risk transactions, and continuously refine detection methods, fortifying AML compliance frameworks. Despite its promise, harnessing the power of big data analytics poses challenges. Managing vast volumes of data, enhancing transaction monitoring capabilities, and mitigating false positives remain key concerns. However, through advanced data analytics tools, organizations can surmount these obstacles, bolster detection rates and refine compliance strategies.
In conclusion, data analytics represents a paradigm shift in AML compliance. It offers organizations a potent arsenal to combat financial crimes while mitigating operational burdens. By embracing advanced data analytics techniques and a risk-based approach, institutions can fortify their compliance practices, enhance detection capabilities, and navigate regulatory complexities with confidence. In an era defined by relentless innovation and evolving threats, leveraging data analytics is not just advantageous—it is imperative in safeguarding the integrity of the global financial system.
Financial
QASHIO AND NEXA AI LAB LAUNCH PARTNERSHIP TO AUTOMATE FINANCE WORKFLOWS IN THE UAE
Qashio, the UAE’s leading spend management platform, has partnered with NEXA AI Lab, the AI division of NEXA, one of MENA’s leading digital growth agencies, to help accelerate AI adoption across finance teams in the UAE through automation and AI-powered financial workflows.
As part of the partnership, Qashio and NEXA AI Lab will work together to support businesses in adopting AI tools that improve spend visibility, streamline manual processes, and make finance operations more efficient. The partnership will also include a free AI audit to help finance teams identify where AI can deliver immediate operational value and support broader adoption across the business. Both companies say the initiative is designed to move businesses from AI awareness to implementation, in line with the UAE’s national AI strategy targeting full public sector AI integration by 2031.
Amit Vyas, CEO of NEXA, comments: “AI delivers value when it is embedded directly into day-to-day workflows, rather than treated as a standalone concept. Finance is one of the clearest areas where this shift is already taking place, with businesses under increasing pressure to improve real-time decision-making. Through our partnership with Qashio, our goal is to help organisations identify where AI can be applied in practical, high-impact ways across financial operations.”
Armin Moradi, CEO of Qashio, said: “A global industry survey shows that 81% of financial institutions expect AI to be embedded in their core operations by 2030, and the UAE is one of the fastest-growing AI markets globally, setting a new baseline for competitiveness across the private sector. Our partnership with NEXA AI Lab is built to help close the gap between AI adoption plans and real execution, enabling enterprises and SMEs in the UAE to compete with the best in the world.”
Qashio has already integrated AI into its own financial workflows through features such as AI-powered receipt capture, which automatically extracts key information, including TRN, vendor names, and transaction data. The technology helps finance teams reduce manual data entry, save more than 4 hours each week, and maintain cleaner, more reliable financial records.
NEXA brings deep expertise in digital transformation and AI implementation across industries. Together, the two companies are focused on making AI accessible and measurable for businesses in the UAE. Both companies are already using tools like ConvoAI to improve access to data and provide instant support outside of working hours. Qashio is already leveraging NEXA AI Lab’s product offering. This reflects a broader shift towards always-on, AI-enabled operations.
Financial
Standard Chartered Supports Pakistan’s First Panda Bond Issuance in Chinese Interbank Market
Pakistan has successfully completed its inaugural Panda bond issuance in China’s interbank bond market, raising RMB 1.75 billion through a three-year transaction that marks the country’s first direct entry into China’s capital markets.
Standard Chartered (China) Ltd. Co acted as the only foreign bank serving as joint lead underwriter and joint book runner for the transaction, supporting Pakistan in broadening its international financing channels while strengthening financial connectivity between regional capital markets.
The issuance received strong support from multilateral development institutions, including the Asian Infrastructure Investment Bank (AIIB) and the Asian Development Bank (ADB), which together guaranteed 95 per cent of the bond’s principal and interest payments. The structure helped attract significant demand from Chinese banks, securities houses, and international financial institutions.
The transaction was reportedly more than five times oversubscribed, allowing Pakistan to price the bond at 2.50 per cent, the tightest end of the indicated pricing range.
Salman Ansari, Global Head, Capital Markets, Standard Chartered, described the issuance as a strategically important transaction that expands Pakistan’s access to global liquidity pools while demonstrating the growing relevance of regional capital markets within the international funding landscape.
The transaction also reflects the broader evolution of the Renminbi within global financial markets, as China continues expanding the role of its currency beyond trade settlement into cross-border financing and sovereign funding structures.
Jerry Zhang, Global Head of Banks & Broker Dealers and Head of Coverage, Greater China and North Asia at Standard Chartered, said the transaction highlighted the bank’s role in connecting international issuers with China’s domestic capital markets while also reflecting the continued internationalisation of the Renminbi.
The Panda bond market has increasingly attracted a wider range of sovereign, supranational, and institutional issuers in recent years as regional economies explore diversified funding channels and deeper access to Chinese liquidity pools.
Financial
WHY GLOBALLY CONNECTED FAMILIES MUST PLAN FOR GEOPOLITICAL CHANGE
By Nazneen Abbas, Founder, Ma’an
Families with wealth across borders are already used to complexity. They live with different legal systems, different inheritance regimes, and different tax realities, often all at once. That part is not new. What has changed is the speed at which the environment around those structures is moving. The geopolitical backdrop is no longer something families can treat as distant noise. It is beginning to alter the conditions in which wealth is held, transferred, and protected.
That is becoming visible in the questions families are now asking. Across the GCC, many who already have Wills, trusts, foundations, and succession structures in place are no longer asking whether they have planned. They are asking whether what they put in place still holds. The conversation is shifting away from documents and toward durability, resilience, and relevance over time.
The issue is not complexity, it is movement
Cross-border planning has always required care. What feels different now is the sense that the regulatory environment may be entering a period of faster movement. Tax agreements that were once taken as given could come under review. Reporting standards may tighten further. Frameworks in some jurisdictions may no longer offer the same level of certainty that families have relied on.
That does not automatically make an existing plan ineffective. It does mean the assumptions on which it was built may no longer be fully reliable. A structure that made sense five or seven years ago may still be valid on paper, but it may now interact differently with another jurisdiction’s rules. That difference is where risk begins to accumulate.
Many families are not dealing with poor planning. They are dealing with planning built for a slower-moving environment. A framework can be professionally drafted and entirely appropriate for its time, yet still require review because the conditions around it have changed. The gap, in many cases, is one of timing rather than quality.
Families do not experience risk as corporations do
Public discussion around geopolitical risk is usually framed in corporate language – market access, supply chains, revenue exposure. But geopolitical literacy is no longer just a corporate issue.
The same forces that alter corporate decision-making also alter the legal and tax environment in which private wealth sits. The difference is that families encounter those forces at far more personal moments. A business responds through compliance and restructuring. A family may discover, during a bereavement or a generational transition, that a structure meant to preserve stability is now sitting between conflicting legal systems or newly expanded obligations. The cost of outdated planning is rarely just technical. It is emotional, and it often surfaces when a family is least equipped to navigate it.
What a meaningful review actually covers
Families and family offices in the GCC with assets or obligations across multiple jurisdictions need to review their planning as a connected system. The question is not whether the Will is signed or the foundation properly established. It is whether those elements continue to work together under current conditions.
Do existing Wills still align with the succession laws of each jurisdiction involved? Do trust or foundation structures still operate as intended alongside local inheritance frameworks, reporting obligations, and tax treatment? The review also needs to reach instruments often created with care and then left untouched. Private Placement Life Insurance (PPLI), for example, may still be appropriate, but its treatment can vary depending on where the family is resident, where beneficiaries sit, and how international agreements evolve. Dynasty Trusts and Irrevocable Life Insurance Trusts (ILITs), especially when governed by US law, deserve renewed scrutiny where family circumstances or legal interpretation have materially changed.
This is not about alarm. It is about alignment. Cross-border structures fail less often because a single instrument is flawed, and more often because the instruments stop speaking to one another.
The plan may hold. Does it still fit?
A plan can remain legally intact and still fall behind. Families change. Children grow up. New dependents enter the picture. Businesses expand into new jurisdictions. Property is acquired in places never part of the original conversation.
If a structure no longer reflects the family’s wishes, responsibilities, or values, it is no longer doing its full job. The real test is not whether it remains untouched, but whether it continues to reflect the life it is meant to support. That matters especially in this region, where families operate across borders almost by default.
The strongest plans are not always the most elaborate. They are the ones revisited honestly and adjusted before pressure forces the issue. Families often treat estate planning as something to complete and put away, which is understandable.
Cross-border wealth planning across jurisdictions cannot remain static. It requires ongoing stewardship. Families that pause to review their structures now are doing what good planning has always required: ensuring the framework continues to reflect not just the world it operates in, but the family it is there to serve.
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