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
Long-term wealth investing: first paycheck to million


By Raaed Sheibani, UAE Country Manager, StashAway
Long-term wealth investing is how you turn a first paycheck into lasting freedom in the UAE. With long-term investing, you build a safety net, automate contributions, and let compounding do the heavy lifting—so today’s income becomes tomorrow’s options.
Long-term wealth investing basics: start here
Before your first trade, set a safety net. Build an emergency fund covering 3–6 months of expenses. Keep it liquid and low risk. Then, park it in a cash management solution rather than an idle current account. Inflation erodes purchasing power; a sensible yield helps you sleep at night and stay invested during shocks.
Two engines of long-term wealth investing: DCA & compounding
Dollar-cost averaging (DCA). Invest a fixed amount on a schedule—regardless of headlines. Sometimes you buy high; often you buy low. Over time, your average cost smooths out, emotions calm down, and you capture the market’s trend. Historically, many of the market’s best days cluster near the worst; therefore, timing often backfires, while DCA keeps you in the game.
Compound growth. Returns earn returns. Start earlier, and compounding does more of the work. For example, with a 6% annual return, investing about $490 per month from age 25 can reach $1 million by age 65. Wait until 35 and you’ll need roughly $952; at 45, it’s about $2,023. Time in the market beats perfect timing.
Build your core portfolio for long-term wealth
Your core is the engine. Aim for a globally diversified, long-only mix across equities, bonds, and real assets. Avoid “home bias”; spread exposure across regions and sectors. Moreover, automate contributions so the plan runs while you work.
Consider risk in layers. Equities drive growth. Bonds dampen drawdowns and fund rebalancing. Real assets, including gold, add diversification. Rebalance periodically to lock in discipline: trim winners, top up laggards, and keep risk aligned to your goals.
Make the math work for you
Consistency compounds. Invest $1,000 monthly for 20 years at 6% and $240,000 in contributions can grow to over $440,000. The gap is compounding plus habit. Likewise, fees matter. Lower costs leave more return in your pocket, and tax-aware choices improve after-fee, after-tax outcomes.
Add satellites—without losing the plot
Once the foundation is solid, consider a core–satellite approach. Keep 70–80% in the core. Then, use 20–30% for targeted themes: clean energy, AI, healthcare innovation, or specific regions. Thematic ETFs can express these views efficiently. Because satellites carry a higher risk, cap their size and set clear review dates. If a theme drifts off the thesis, rotate back to the core.
Look beyond public markets as wealth grows
For qualified, higher-net-worth investors, private markets can broaden opportunities. Many large, fast-growing companies stay private longer. Select exposure to private equity, private credit, or venture—sized prudently—may enhance diversification and long-run returns. However, consider liquidity, fees, and manager quality. Align commitments with your time horizon so you never become a forced seller.
Guardrails that keep you on track
Write an Investment Policy Statement (IPS). Define risk level, contribution cadence, rebalancing rules, and when you’ll make changes. Then, automate to reduce decision fatigue. Additionally, track a few metrics: savings rate, fee drag, drawdown tolerance, and progress to goals. Celebrate streaks—months contributed, quarters rebalanced—to reinforce behavior.
A simple roadmap to your first million
- Fund 3–6 months of expenses.
- Automate DCA into a diversified core.
- Rebalance on a set schedule.
- Add satellites thoughtfully, 20–30% max.
- Review fees, taxes, and liquidity.
- Increase contributions as income rises.
Long-term wealth investing is not a secret. It’s a system: foundations first, habits next, scale last. Start small if needed, start now if possible, and let time do its quiet work.
Check Out Our Previous Post on UAE depreciation rules: real estate’s tax edge
Financial
UAE depreciation rules: real estate’s tax edge

By Shabbir Moonim, CFO, The Continental Group
UAE depreciation rules just gave real estate a quiet but valuable upgrade. For owners who elect the realisation basis—deferring tax until sale—the guidance now allows a capped annual deduction up to 4% on original cost or written-down tax value even when properties sit at fair value. That tweak won’t change the reasons to own property; it will change how the asset performs inside a tax-aware portfolio.
UAE depreciation rules: what changed

Historically, businesses faced a trade-off. If you valued property at fair value, you gained market-reflective reporting but lost depreciation. If you used historical cost, you kept depreciation but sacrificed market alignment. The new guidance removes that friction. Consequently, you can keep fair-value reporting and recognise year-on-year tax relief—while still taxing gains on realisation.
How UAE depreciation rules lift internal returns
Property isn’t judged only by appreciation. Cash flow, tax outcomes, and reinvestment capacity matter just as much. Here, the annual deduction acts like an efficiency dividend: it offsets taxable income, raises post-tax returns, and frees cash for debt reduction, maintenance capex, or growth. Even at 4%, the effect compounds across multi-year holds and multi-asset portfolios, especially where liquidity needs are modest.
Fair value plus depreciation: a cleaner model for allocators
With depreciation now available under fair value, asset allocators can compare real estate more cleanly with private equity, listed securities, and insurance portfolios. Assumptions for tax and cash flow become clearer. Moreover, fair-value carrying amounts keep balance sheets aligned with market conditions, while the deduction provides recurring relief that supports stable planning.
CFO checklist: capturing the UAE depreciation benefit
1) Confirm the realisation basis. Ensure the election is in place and tied to the relevant entities.
2) Map the cap. Model the 4% limit by asset; prioritise where cash-flow uplift is most material.
3) Align books and tax. Keep fair-value for reporting; maintain disciplined tax bases and schedules.
4) Optimise structure. Revisit SPVs, intercompany leases, and financing so deductions land against income.
5) Pre-commit reinvestment. Direct freed cash to deleveraging, resilience capex, or higher-yield opportunities.
6) Document governance. Evidence valuations, elections, and controls to reduce audit friction.
Risks and realities: keep perspective
This is a tailwind, not a thesis. Real estate remains a long-horizon asset with rate, liquidity, and operating-cost sensitivities. Tenancy quality, interest cover, and capex discipline still drive outcomes. Cross-border groups should coordinate transfer pricing and substance to avoid leakage. In short, use the rule to improve performance; don’t rely on it to create performance.
Strategic takeaway: predictability that compounds
Small, rules-based changes can meaningfully enhance strategy. The updated UAE depreciation rules convert property from a passive store of value into an active contributor to tax planning and capital management. Just as importantly, they signal policy predictability—guidance that supports investment without favouring any single structure. For owners building across decades, that predictability underpins steadier decisions, clearer reporting, and healthier reinvestment cycles.
Bottom line: Real estate still stores capital, diversifies risk, and stabilises wealth. Now, with fair-value depreciation in play, it also works harder inside the portfolio.
Check out our previous post, Wio Xero integration simplifies UAE SME accounting
Financial
Wio Xero integration simplifies UAE SME accounting

Wio Bank PJSC has taken a practical step that many UAE founders have been waiting for. With the new Wio Xero integration, Wio Business customers can connect their accounts to Xero in a few clicks, turn on direct bank feeds, and reconcile transactions automatically. As a result, owners and accountants gain real-time visibility on cash flow, while manual entry and end-of-month chaos finally recede.
Why the Wio Xero integration matters
SMEs run on time and trust. Therefore, every minute spent chasing statements or keying in data is a minute not spent on sales, service, or product. By piping transactions straight from Wio into Xero, teams eliminate repetitive work, reduce errors, and shorten the month-end close. Moreover, automatic invoice matching and smart suggestions help users spot issues early—before they become a cash-flow surprise.
What customers get on day one
Once connected, bank feeds flow directly into Xero several times a day. Consequently, reconciliations move from hours to minutes. Owners can check live balances, compare inflows and outflows, and track payables and receivables without exporting spreadsheets. Meanwhile, accountants gain cleaner audit trails, clearer narratives for management reports, and fewer back-and-forth emails asking for “the latest statement.”
Designed for UAE workflows
Local context matters. Wio Business already streamlines onboarding, payments, and expense management for entrepreneurs. Now, with Xero in the loop, daily finance operations feel cohesive. Card transactions and transfers appear in Xero quickly; rules and bank-reconciliation suggestions accelerate matching; and dashboards surface the metrics that matter. Additionally, because the integration is direct, there’s no third-party connector to maintain, which means fewer points of failure and greater data control.
Leaders’ view: smarter banking, better decisions
Wio’s Chief Commercial Officer, Prateek Vahie, frames the move simply: make business banking smarter, faster, and more efficient so owners can focus on growth. Likewise, Colin Timmis, Regional Director EMEA at Xero, highlights the benefit for UAE businesses that want better visibility with less admin. In practice, both sides are pushing toward the same outcome—time back, clarity up.
Automation that compounds
Automated reconciliation is more than convenience. It compounds into stronger decision-making because the books stay current. With fresher data, founders can approve hires with confidence, negotiate supplier terms, and plan inventory with fewer assumptions. Furthermore, advisors can deliver forward-looking guidance instead of spending billable hours cleaning transactions.
Independence and control
Because the connection is direct, businesses keep ownership of their data pathways. There’s no rekeying, no CSV juggling, and no waiting for middleware to sync. Therefore, finance teams can standardize processes, document controls, and scale with fewer manual touchpoints. That discipline pays off during funding rounds, audits, and rapid growth phases.
Getting started
Setup takes minutes. In Wio Business, navigate to integrations, select Xero, and authorize the secure connection. Then map your accounts, confirm the start date for feeds, and turn on reconciliation rules inside Xero. From there, keep an eye on unmatched items, refine rules weekly, and enjoy the calm that comes with clean, current books.
Ultimately, the Wio Xero integration gives UAE SMEs what they need most: time and visibility. With direct bank feeds, automated reconciliation, and real-time insight in one workflow, teams spend less energy on admin and more on the work that moves the business forward.
Check out our previous post on Whish Money Mastercard Move: seamless Lebanon remittances
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