Financial
THE INFORMATION PARADOX IN MODERN MARKETS: WHY MORE DATA DEMANDS BETTER JUDGEMENT

By Roberto d’Ambrosio – CEO at Axiory
Financial markets in 2026 are producing more information than at any point in history. Earnings data, geopolitical alerts, AI-generated analysis, social media commentary, and real-time price feeds reach investors continuously, relentlessly, and from every direction. The conventional assumption is that this abundance is empowering. More data, the argument goes, means better-informed decisions. From my experience across more than three decades in financial services, the reality is considerably more complicated, and for many investors, the opposite is closer to the truth.
Access to information is not the same as the capacity to process it. When data exceeds the ability of the individual to filter, interpret, and act on it with clarity, the result is not better decision-making. It is hesitation, reactive behaviour, and a false sense of confidence that having seen the data is the same as having understood it. Research published by the Board of Governors of the US Federal Reserve has confirmed what practitioners have long observed: information overload is associated with lower trading volumes and measurably higher risk premia, as investors demand greater compensation for holding assets in an environment where they can no longer reliably distinguish signal from noise. The effect is not marginal. It is structural, and it worsens precisely when markets are most volatile and when clear thinking matters most.
This is particularly relevant for the Middle East. The GCC’s retail investment sector has expanded rapidly, with neo brokerages and digital trading platforms now comprising a market valued at approximately $1.2 billion. The UAE’s regulatory framework, spanning the Securities and Commodities Authority, the Dubai Financial Services Authority, and the Financial Services Regulatory Authority, sets meaningful standards for disclosure and investor suitability. Yet the sheer volume of unfiltered data reaching individual investors through apps, alert systems, and AI-driven content is outpacing the governance infrastructure designed to protect them. Earlier this year, UAE-based retail platforms reported a sharp spike in commodity trading volumes following geopolitical alerts linked to regional energy infrastructure. The pattern was instructive: investors were not responding to analysis. They were reacting to the noise itself.
In my opinion, the real competitive advantage in today’s markets has shifted decisively. It is no longer about who has access to data, because everyone does. It is about who has the discipline, the frameworks, and the human capacity to determine what that data means and what it does not. This is fundamentally a risk management challenge, not a technology challenge.
Consider the consequence chain. When platforms deliver thousands of data points, alerts, and AI-generated recommendations without adequate curation, they create an illusion of informed participation. Investors who lack the training or advisory support to contextualise this information face two symmetrical risks: paralysis, where conflicting signals prevent any decision at all, and impulsive reaction, where a single alarming headline triggers an unexamined trade. Both degrade portfolio outcomes. Both increase transaction costs, erode returns through poorly timed decisions, and expose investors to risks they have not consciously chosen to take.
This raises an uncomfortable question for data providers and platform operators. The business model of much of the fintech and financial information industry is built on engagement, meaning more alerts, more content, more interaction. But engagement is not the same as service, and information delivery without responsibility for its quality, context, and potential impact on decision-making is not a neutral act. It carries consequences, and regulators are beginning to recognise this.
The European Union’s AI Act, whose high-risk obligations for financial services take effect in August 2026, will require providers of AI-driven systems used in credit scoring, risk profiling, and investment decision-making to meet strict standards around transparency, human oversight, and auditability. The EU’s proposed Financial Data Access regulation extends similar principles to data sharing across the financial sector. These frameworks signal a clear direction: those who provide financial data and algorithmically generated analysis will increasingly bear responsibility for how that information is presented, contextualised, and governed. For the GCC, where regulators have consistently demonstrated a commitment to adopting and adapting international best practice, the trajectory is evident. Data provision is moving toward becoming a compliance-intensive activity, and firms operating in or serving the region should prepare accordingly.
But regulation alone will not solve the information paradox. Compliance frameworks establish floors, not ceilings. The deeper challenge is cultural and organisational. Investors, whether institutional or individual, need not just data but the capacity to interpret it within a coherent risk framework. Before acting on any data point, alert, or algorithmically generated recommendation, the prudent investor asks three questions: what is the source, what context is missing, and does this information warrant action or merely attention? This discipline is not intuitive in a market designed to reward speed, but it is essential. It means investing in financial literacy, in advisory relationships grounded in trust and expertise, and in governance structures that ensure decisions are informed by judgement rather than driven by impulse.
Ultimately, this is a human capital challenge. Algorithms can process data at scale, but they cannot replace the informed professional who understands context, identifies what is missing from the data, and exercises the judgement to act, or equally important to refrain from acting, when conditions are uncertain. Organisations and platforms that invest in experienced risk professionals, in robust advisory capability, and in the governance to ensure quality over quantity will build durable competitive advantages. Those that continue to prioritise data volume over decision quality will find that the market eventually prices that negligence in.
In a market flooded with information, the scarcest resource is not data. It is the judgement to know what to do with it.
Financial
Beyond Borders: Why International Expansion Is a Growth Strategy, Not Just a Milestone
By Máire (Mo) Morris, Founder & CEO of Morris Global Consulting
International expansion has long been seen as a milestone that signals a brand has ‘made it’. I believe that view is outdated, as behind the scenes often tells a different story. Today, expanding into new markets is not simply about increasing a company’s footprint. It needs to be done well, which in turn leads to an effective way to diversify revenue, build resilience and increase long-term enterprise value.
Across the GCC, we are seeing a new generation of founders creating businesses with global potential. The region has evolved into one of the world’s most dynamic business environments, producing brands with stronger operational foundations, more sophisticated leadership teams and products that are increasingly attracting international attention. As a result, the conversation has shifted. It is no longer about whether businesses should expand internationally, but when they should do it and how they can maximise their chances of success.
Several structural changes are driving this trend. Digital commerce has lowered many of the traditional barriers to international growth. Brands can now test demand, build communities and generate sales in overseas markets before committing to physical retail or local operations. Investor expectations have also evolved. Sustainable, well-planned growth is now valued far more highly than expansion for expansion’s sake. Investors want evidence that a business can replicate its success across multiple markets through strong financial discipline, scalable operations and a clear commercial strategy.
At the same time, recent supply chain disruptions have encouraged businesses to diversify production and reduce dependence on a single sourcing region. Many founders are therefore designing their businesses with international growth in mind from the outset, creating brands that can adapt to different markets over time.
However, opportunity should never be confused with readiness. One of the biggest mistakes I see is founders allowing ambition, and sometimes quite frankly ego, to outweigh evidence. Success in one market does not automatically translate into another. Every country has its own consumer behaviours, pricing expectations, regulations and routes to market. Assuming customers will respond in exactly the same way can become an expensive lesson.
Strong domestic performance is only one part of the equation. True readiness means having a scalable business model, healthy cash flow, resilient operations and a product that genuinely meets the needs of the target market. It also requires robust financial planning, legal and intellectual property protection, and a clear strategy for market entry.
Just as importantly, businesses need the right people around them. Local partners, distributors and experienced advisors bring invaluable market knowledge, established networks and cultural understanding. They help brands navigate complexity, avoid costly mistakes and accelerate growth. Even the strongest business can struggle if it enters a market without the right expertise on the ground.
Choosing where to expand is equally important. Too often, founders are drawn to markets that appear exciting or fashionable rather than those offering the strongest commercial opportunity. The first international market should always be selected using data, not instinct. Customer demand, competitive positioning, operational feasibility, acquisition costs and available resources should all inform the decision.
The largest market is not necessarily the best one. If competition is saturated or customer acquisition costs are too high, a smaller market with stronger commercial fundamentals may deliver far better returns. In most cases, I encourage businesses to take a phased approach, establishing success in one market before expanding further. International growth is a long-term strategy, not a race.
For design-led brands, another challenge is maintaining a consistent identity while remaining relevant to local audiences. The strongest brands never lose sight of who they are. Their purpose, quality and positioning remain consistent, while elements such as marketing, product assortment, pricing and customer experience are adapted to reflect local consumer preferences. When approached strategically, localisation strengthens relevance without compromising the essence of the brand. Authenticity, quality and consistency resonate across cultures. Those are the qualities that build trust, regardless of geography.
Digital-first expansion is also changing the way emerging brands enter new markets. For many businesses, e-commerce provides an opportunity to validate demand, build awareness and gather customer insights before making significant investments in physical retail. This reduces risk and allows founders to make decisions based on real customer behaviour rather than assumptions.
Of course, international expansion requires investment before it delivers meaningful returns. Market research, regulatory compliance, intellectual property protection, distribution, marketing, local partnerships and working capital all require careful financial planning. It is common for profitability to soften in the short term while these investments are made.
The businesses that generate the strongest long-term returns are those that enter new markets with realistic expectations, sufficient capital and a clear path to sustainable revenue. This is also where international expansion begins to influence enterprise value. Investors place significant importance on geographic diversification because it reduces risk. Businesses that rely on a single market are naturally more exposed to economic cycles, regulatory changes, geopolitical uncertainty and shifts in consumer demand. Companies that have demonstrated they can replicate success across multiple markets are viewed as more resilient and more scalable.
This is not simply about operating in several countries. Investors want evidence that growth can be repeated through disciplined execution, sound financial performance and a scalable operating model. Successfully establishing one or two international markets often provides that confidence and can materially strengthen investor interest.
It is important to also note that international expansion is not the right strategy for every business. A highly profitable company with a loyal customer base and a dominant regional position can still create exceptional enterprise value. This is particularly true for brands built around local craftsmanship, heritage or provenance, where regional focus strengthens the overall proposition. Expansion should only be pursued when it supports the long-term vision of the business and creates sustainable value.
As we look ahead, international expansion needs to become increasingly strategic and data-driven. Artificial intelligence, digital commerce and more sophisticated market intelligence will help businesses identify opportunities and validate demand before committing significant investment. At the same time, geopolitical uncertainty and supply chain resilience will remain key considerations, making thoughtful planning more important than ever.
Through my work at Morris Global Consulting, supporting hundreds of businesses entering new markets across multiple regions, one lesson remains constant. The companies that succeed internationally are rarely the ones that move the fastest. They are the ones that prepare thoroughly, make decisions based on evidence rather than assumptions, and invest in the right partnerships before taking the next step.
International expansion is not about being present in as many countries as possible. It is about building a stronger, more resilient business that is equipped for sustainable growth over the long term. When approached strategically, crossing borders does far more than open new markets. It creates lasting value.
Financial
TRUST AS A COMPETITIVE ADVANTAGE IN GLOBAL FINANCE
Armin Moradi, the CEO and Founder of Qashio
For centuries, financial institutions relied on one advantage. Whether it was the range of their products, their pricing, or how far their services could reach. Today, those advantages are easy to replicate. Digital infrastructure is widely available, capital moves quickly across borders, and acquiring customers is increasingly automated. What now sets institutions apart is not the breadth of their offerings or the cost of their services. It is the confidence they inspire.
In a world that is increasingly more fragmented, turbulent, and cautious, trust has become one of the few advantages that cannot be replicated. Global investment patterns illustrate this shift. According to the UNCTAD World Investment Report 2025, foreign direct investment (FDI) remains far below its early 2010s peak, reflecting a world that is more risk-aware and geopolitically sensitive. The World Bank’s Global Economic Prospects also highlights uneven growth and rising uncertainty across regions. This means capital is no longer chasing the highest return; instead it is seeking predictability. And institutions that inspire trust are the ones most likely to attract it.
Capital Moves Toward Certainty
The UAE offers a compelling example. The EMIR report, supported by Qashio, Flows of Capital: Mapping the UAE’s Role as a Global Financial Gateway, shows that FDI into the country reached $40 billion, doubling from 2019 levels, and accounting for 40% of gross capital formation compared to a developed economy average of 4.3%. That differential cannot be explained by tax efficiency alone. It reflects regulatory clarity, institutional stability, and operational reliability, all of which underpin trust
The same principle is playing out at the company level.
UAE banks are increasingly pushing for founders and business owners to separate personal and corporate spending. On paper, that is a compliance issue. In reality, it signals a structural shift. Poor accounting discipline creates risk. Blurred financial lines complicate audits, funding discussions, and cross-border expansion. When investors and regulators examine financial behaviour, governance becomes visible immediately, highlighting that trust begins with discipline.
Designing Trust: Transparency, Control, Reliability
As finance becomes more digital, trust is becoming more measurable. It rests on three interlocking foundations: transparency, control, and reliability.
Transparency is now a baseline expectation. Customers want to know what they are paying, when transactions settle, and how fees are calculated. The scale of global financial flows reinforces this demand. The World Bank estimates that remittance flows to low- and middle-income countries reached $685 billion in 2024. That figure exceeds FDI and official development assistance combined for those economies. When volumes are that significant, even marginal opacity in pricing or settlement becomes economically material, making clarity a matter of cost efficiency at the system level rather than a branding exercise.
Control is equally critical. Modern finance teams operate across distributed workforces, multi-entity structures, and global vendor networks. Organisations lose an estimated 5% of revenue annually to fraud. While fraud has multiple sources, weak internal controls and policy bypass increase exposure. Giving customers direct control of their funds, through stronger controls and policies, helps reinforce trust in financial institutions.
The most resilient organisations design policy directly into their payment infrastructure. Approval hierarchies, spend limits, and permission layers are embedded into the system itself. This allows companies to move quickly without sacrificing oversight. The distinction between proactive and reactive governance is not philosophical. It determines speed, cost of capital, and investor confidence.
Reliability completes the triad. Finance is ultimately about certainty. Platforms must perform consistently. Settlements must arrive when expected. Liquidity windows must be predictable. Inconsistent infrastructure creates friction not just for finance teams, but for suppliers and partners across the value chain.
The Economics of “Free”
Digital finance has conditioned customers to expect “free” services: zero-fee accounts, no-cost cards, complimentary transfers. Yet compliance, fraud monitoring, capital provisioning, cybersecurity, and regulatory reporting all carry measurable costs. If a core financial service is offered at no charge, the obvious question becomes: how is it funded?
Revenue may come from interchange, cross-selling, float income, or data monetisation. None of these are inherently problematic. But misalignment between a provider’s revenue model and a customer’s long-term interests can erode confidence over time.
The question “How good can it be if it’s free?” is not rhetorical. It is structural. Sustainable economics enables sustained investment in compliance, uptime, and risk management. Underinvestment may not be visible immediately, but in financial services, weaknesses surface under stress.
From Compliance to Competitive Moat
Trust can no longer be viewed as a soft metric. It is measurable in capital inflows, in regulatory endorsements, in uptime statistics, and in audit outcomes. It influences valuation multiples and partnership decisions.
Institutions that deliberately design for transparency, embed control within infrastructure, and invest consistently in reliability will compound confidence over time. Those that rely primarily on aggressive pricing or superficial features may gain short-term adoption, but long-term retention is built on predictability.
In a more volatile global environment, the question facing financial leaders is shifting. It is no longer simply about how fast a product can scale or how cheaply it can be distributed. It now depends on the system’s ability to remain reliable under pressure.
Financial
UAE energy firms risk forfeiting millions in R&D credits unless spend is qualified and pre-approved
From enhanced carbon capture at gas processing plants to grid modernisation and renewable energy storage, the technology reshaping the UAE’s oil and gas industry, has acquired a new dimension. As of the 2026, a significant portion of the research and development (R&D) behind it can be converted into a corporate tax credit of up to 50 percent under the country’s first dedicated R&D Tax Credit regime. According to Dhruva, a Ryan Affiliate, the opportunity for the energy sector is substantial, but the design of the regime rewards companies that act early and penalises those that treat it as a year-end exercise.
The regime was established by Cabinet Decision No. 215 of 2025 and made operational by Ministerial Decision No. 24 of 2026, issued on 18 March 2026. It applies to tax periods and fiscal years beginning on or after 1 January 2026, with the first claims expected in 2027. Credits are calculated on a tiered basis, rising from 15 percent to a headline 50 percent. Qualifying expenditure is capped at AED 5 million per qualifying entity or tax group per year, which produces a maximum credit of AED 2 million.
“The UAE’s energy transition has been told as a sustainability story and an investment story. From this year it is also a tax story. The work being undertaken to decarbonise hydrocarbon production, including enhanced oil recovery, carbon capture and storage, methane abatement, and the development of digital twins for processing plants, exemplifies the systematic, uncertainty-driven R&D that this regime is designed to reward. The catch is that the value sits in the documentation, and the documentation has to be built in real time. You cannot retrospectively reconstruct a year’s worth of R&D evidence in 2027,” said Nimish Goel, Leader, Middle East, Dhruva, Ryan LLC Affiliate.
For an industry as engineering-intensive as oil and gas, the central question is not whether qualifying activity exists. It is whether companies can tell the difference between routine engineering and genuine R&D, and prove it. Applying an established recovery method to a new reservoir does not, in itself, qualify. By contrast, systematically resolving technical uncertainty, whether relating to reservoir behaviour, materials performance under high-pressure conditions, the capture of CO₂ from sulphur recovery flue gas, or the integration of new digital control systems, may qualify, provided the systematic experimentation and its outcomes are documented as the work is carried out.
“Two features will catch international energy companies off guard. Only R&D performed inside the UAE qualifies, and subcontracted R&D counts only when it is carried out by UAE-based third parties. Much of the sector’s historical R&D has run through global technology centres and group affiliates abroad. Companies will need to look hard at where their R&D actually physically takes place, before they assume they qualify,” said Fran Wilhelm, Associate Partner, Dhruva, Ryan LLC Affiliate.
The regime’s defining feature is a dual threshold that links the credit rate to both qualifying spend and headcount. The first AED 1 million of qualifying spend earns 15 percent and requires at least two R&D staff on average; spend between AED 1 million and AED 2 million earns 35 percent and requires at least six; and spend between AED 2 million and AED 5 million earns the top 50 percent rate and requires at least fourteen. Both conditions must be met for each band. Where the headcount falls short, the claim drops back to the highest band where both the spend and the staffing tests are satisfied. A minimum of AED 500,000 of qualifying expenditure applies to each R&D project.
This is where oil and gas companies face a structural choice that other sectors may not. R&D in the industry is often capital-intensive rather than people-intensive: a single carbon capture or enhanced oil recovery pilot can absorb millions in equipment and consumables while employing only a handful of dedicated researchers. Under the dual threshold, that profile caps the credit at the lowest band regardless of how much is spent. Reaching the higher rates means building R&D headcount physically in the UAE.
Pre-approval from the Emirates Research and Development Council is mandatory before any credit can be claimed, with no exceptions. No pre-approval means no credit, however strong the underlying scientific or technological uncertainty. Businesses must keep detailed technical records of objectives, methods, experiments and outcomes for at least seven years. The credit is also currently non-refundable, so it benefits companies that have a corporate tax or top-up tax liability to offset, which describes most established producers and service contractors in the sector. That said, it has been suggested that Phase 2 may include a refundable credit and an increase in both application and generosity, meaning all businesses should start planning ahead, irrespective of their tax position.
“Companies that map their qualifying projects now, secure pre-approval and build the evidence trail through the 2026 financial year will capture real value when claims open in 2027. Those that wait will find that the spend was eligible but the proof was never created. In this regime, the documentation is the asset,” concluded Nimish Goel.
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