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
How Ruya Is Redefining Faith-Aligned Financial Services in the UAE

In an interview with Christoph Koster, CEO ruya we dive deep into how Ruya is blending technology, transparency, and Islamic principles to shape the future of finance in the UAE.
Could you take us through the journey of Ruya and what sets Ruya’s digital infrastructure apart from other digital or neo banks in the region?
In 2024, ruya emerges as the UAE’s digital-first Islamic community bank, aiming to integrate modern financial technology with the principles of Islamic banking. The bank’s mission is to provide ethical, transparent, and inclusive financial services tailored to the diverse needs of its community.
A significant milestone in ruya’s journey is becoming the first Islamic bank globally to offer customers direct access to virtual asset investments, including Bitcoin, through its mobile app. This service is made possible through a strategic partnership with Fuze, a VARA-licensed leader in virtual asset service provider (VASP). Together, ruya and Fuze aim to provide a secure and ethical entry point into the digital economy for all Muslims, ensuring that the services are fully Shari’ah-compliant and aligned with the principles of Islamic finance.
Could you walk us through the customer journey—what does buying or selling crypto through ruya’s app actually look like?
The customer experience is designed to be straightforward and user-friendly. Customers can log into the ruya mobile app using secure authentication methods, navigate to the ‘Investments’ section, and select ‘Virtual Assets.’ First-time users complete a streamlined onboarding process, including understanding the terms and conditions and confirming their agreement to the terms and conditions. Subsequently, customers can buy or sell approved virtual assets, such as Bitcoin, with transactions executed in real-time. Users can monitor their virtual asset holdings, view transaction history. All transactions are conducted within a closed-loop system, ensuring security and compliance with Islamic banking principles.
Unlike many crypto platforms that encourage short-term trading, ruya promotes long-term wealth building—how is this being achieved in practice?
ruya’s approach to virtual asset investment focuses on promoting long-term wealth accumulation. Each virtual asset offered is vetted and approved by the bank’s Internal Shari’ah Supervisory Committee, ensuring alignment with Islamic ethical standards. The platform discourages speculative trading by focusing on assets with long-term growth potential and provides tools to support goal-oriented investment strategies. Through community centers and customer support channels, ruya offers personalized guidance to help customers align their investments with their financial goals.
What metrics or indicators does Ruya use to evaluate financial resilience and long-term value for customers investing in virtual assets?
To assess and enhance financial resilience, ruya monitors several key indicators, including customer engagement, investment behavior patterns, portfolio performance over time, and customer feedback gathered through surveys and support interactions. These metrics help the bank continuously improve its services and support mechanisms.
Ruya emphasizes a “customer-first” approach. How are you ensuring that customers feel informed, supported, and in control of their virtual asset investments?
The bank’s customer-first philosophy is implemented through transparent communication about investment options and associated risks, educational initiatives such as webinars and tutorials, personalized support via in-app chat, call centers, and community centers, and a user-friendly app interface that allows customers to easily navigate their investment options and monitor their portfolios.
What’s next for ruya—will we see expansion into other Shari’ah-compliant asset classes such as tokenized sukuks or digital gold?
Looking ahead, ruya is committed to expanding its suite of Shari’ah-compliant investment offerings. The bank is actively working on the integration of Shari’ah-compliant stocks & ETF trading, enabling access to over 60,000 instruments both local and global as well as tokenized sukuks to provide customers with access to Islamic bonds in a digital format, enhancing liquidity and accessibility. Development is also underway to offer gold investments, allowing customers to invest in gold through the platform in a manner that aligns with Islamic financial principles. These initiatives aim to diversify investment options for customers, enabling them to build robust, ethical, and future-ready portfolios.
In summary, ruya’s journey reflects a commitment to innovation, ethical banking, and community engagement. By integrating Shari’ah-compliant virtual asset investments into its digital platform, the bank provides customers with secure, ethical, and accessible financial services. The focus on long-term wealth building, financial resilience, and customer support ensures that ruya meets the evolving needs of its clientele while adhering to Islamic banking principles.
Financial
Al Etihad Payments Elected to PCI SSC Board of Advisors for 2025–2027 Term

Al Etihad Payments has been elected to the 2025–2027 Board of Advisors for the Payment Card Industry Security Standards Council (PCI SSC). AEP is among the first organizations from the Middle East to be elected to this global body driven by the UAE’s growing leadership in cybersecurity and payment system resilience on the international stage.
The PCI Security Standards Council (PCI SSC) leads a global, cross-industry effort to increase payment security by providing industry-driven, flexible, and effective data security standards and programs that help businesses detect, mitigate, and prevent cyberattacks and breaches.
Hani Bani Amer, Head of Information Security at AEP, will represent AEP as one of 64 global board members. He will serve as a strategic partner to the PCI SSC, contributing industry, regional, and technical expertise to support the Council’s mission of enhancing global payment security. The PCI SSC Board of Advisors plays a vital role in guiding the Council’s priorities and standard-setting initiatives. Members provide critical insights on global payment security trends, regional regulatory landscapes, and emerging technologies.
“Being elected to the PCI SSC Board of Advisors is both an honor and a responsibility”, said Hani Bani Amer. “Through our participation, we aim to ensure that our regional unique insights and perspectives are represented in the development of global standards, ultimately benefiting stakeholders locally and internationally. I look forward to working closely with my fellow Board members to advance strong, future-ready payment security standards that address today’s challenges and tomorrow’s cybersecurity threats.”
The new Board includes representatives from 61 organizations, reflecting the PCI SSC’s commitment to global inclusion. Members come from a wide range of sectors, including issuers, acquirers, merchants, processors, service providers, and technology companies.
Nitin Bhatnagar, Regional Director India, South Asia and Middle East, PCI Security Standards Council said, “Al Etihad Payments’ participation on the new 2025-2027 board of advisors from the Middle East (UAE) region is a critical voice that will help ensure greater regional input into our payment security standards, providing even more opportunities for discussion and collaboration with some of the most innovative voices in our industry.
This term, in acknowledgment of the payments industry‘s ever-changing needs, the Board of Advisors has been expanded to a record 64 stakeholders, providing the Council with a broader range of views. The Board of Advisors will also be responsible for voting on new standards and major revisions to existing standards prior to their release. We are thrilled to welcome Al Etihad Payments to the newly elected 2025-2027 Board of Advisors.”
AEP continues to play a key role in advancing the UAE’s digital economy through initiatives such as Aani, the real-time payments platform, and Jaywan, the domestic card scheme. AEP is building a secure, resilient, and inclusive payments ecosystem. Both platforms are designed to meet local market needs while embedding global best practices for data protection and transaction security. By joining the PCI SSC Board of Advisors, AEP strengthens its commitment to adopting and shaping industry-driven, flexible, and effective security standards that safeguard sensitive payment data across every layer of the digital payments journey from cards to real-time transfers.
Financial
Venture Debt Finds a New Home in the Middle East: Stride Ventures Doubles Down on Saudi Arabia

In a striking signal of the Middle East’s rapid financial maturation, Stride Ventures has announced significant expansion of its presence across the Gulf Cooperation Council- with Saudi Arabia at the epicentre of its ambitions. The move, which includes doubling its local team and opening a second regional office, is emblematic of a broader shift: the Kingdom is not just attracting capital, but fundamentally redefining the region’s approach to startup financing.
Stride Ventures’ announcement coincides with the publication of the inaugural Global Venture Debt Report 2025, produced by team Stride in partnership with global consultancy Kearney. The report paints a compelling picture: while the global venture debt market has grown at a robust 14% compound annual growth rate (CAGR) over the past five years, the GCC—led by Saudi Arabia—has outpaced this by a factor of nearly four, clocking an extraordinary 54% CAGR. The regional venture debt market reached $500 million in 2024, up from a mere $60 million in 2020, underscoring both the scale and speed of change.
Saudi Arabia’s Vision 2030, a sweeping reform agenda aimed at diversifying the economy away from hydrocarbons, is at the heart of this transformation. The government’s proactive stance is evident in initiatives such as the Jada Fund of Funds (with $1.07 billion in assets under management), and strategic partnerships with global asset managers including Goldman Sachs and Franklin Templeton. Meanwhile, Abu Dhabi’s ADGM and Abu Dhabi’s Hub71 are providing the regulatory and infrastructural backbone for private credit and venture activity across the region.
Traditional banks in the GCC have long been risk-averse, often shying away from lending to early-stage, asset-light startups. Venture debt- a non-dilutive, flexible, and tailored to the needs of high-growth companies- has stepped into this void. The region’s fintech and e-commerce champions, such as Tabby and Tamara, have already closed venture debt deals exceeding $100 million each, providing a template for other sectors including logistics, healthtech, and climate tech.
Stride’s expansion is timed to capture this momentum. The firm has increased its GCC team by over 60% in the past year, with a stated goal of tripling its regional assets under management by 2026. Stride is targeting a half a billion dollar commitment in the region over the next three to five years, while its latest fund has already attracted strong investor interest- on track to be oversubscribed within just a few months.
Stride Ventures now boasts an active investment pipeline of up to $110 million across the region, with an average cheque size of $10 million per transaction. This robust pipeline signals both the scale of opportunity and the growing appetite among Middle Eastern founders for strategic, founder-friendly debt capital. Stride’s approach- offering sizable and flexible financing to ambitious startups- positions it as a critical enabler of the region’s next wave of unicorns.
Perhaps most telling is the influx of global talent. Senior executives from Silicon Valley, London, and Singapore are relocating to Riyadh, lured by the region’s capital abundance and policy stability. “Saudi Arabia is shaping the future of venture capital and private credit with intention and scale,” says Fariha Ansari Javed, Partner at Stride Ventures. “We are seeing a new generation of founders who understand the value of non-dilutive capital to scale responsibly and an equally ambitious set of investors in the region ready to fuel their growth”
The implications are profound. The Middle East, long seen as a passive capital provider, is repositioning itself as an active hub for innovation finance. As Fariha puts it: “Saudi Arabia is moving from being a capital source to becoming a capital magnet. Stride is proud to be part of this next chapter.”
The question now is not whether venture debt will take root in the GCC, but rather how quickly it will scale- and how the region’s regulatory and institutional frameworks can keep pace with the ambitions of its entrepreneurs and financiers.
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