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Digital Version Companies have never had more data at their fingertips, yet many leaders still hesitate before acting on it. Reports arrive instantly, dashboards update in real time, and artificial intelligence promises faster decisions than ever before. Even so, one question continues to determine whether any of it creates value: can the business know whether the information behind every decision is accurate and complete? For Dietmar Böhmer, Chief Credit and Analytics Officer at Tyme, that distinction has defined much of his professional journey. Throughout his career, he has worked where business strategy, credit risk, enterprise data, and analytics intersect, helping organisations transform information into something far more valuable than reports or dashboards: decision-ready intelligence. In his view, technology only becomes meaningful when the people using it can understand, assess, and act on the information behind it. That perspective has become increasingly relevant as artificial intelligence reshapes the financial services landscape. From his perspective, sustainable transformation rarely begins with algorithms. It begins with disciplined data management, clear governance, and a deep understanding of the business decisions technology is expected to support. Without those fundamentals, even the most sophisticated AI models risk producing outcomes that are technically impressive but commercially unreliable. This philosophy is reflected in the way he leads analytics at Tyme. Rather than treating analytics as a purely technical function, he focuses on creating an environment where talented teams are empowered to question assumptions, experiment responsibly, and solve meaningful business problems. For him, innovation is not driven by data alone but by giving people the right tools, clear priorities, and the business context needed to make informed decisions. His approach ensures that technology remains focused on measurable business value rather than becoming an objective in itself. Where Curiosity Became a Career Dietmar’s interest in data did not begin with artificial intelligence or enterprise technology. Long before those became defining conversations across the business world, he was fascinated by a much simpler question: why do organisations with access to vast amounts of information still struggle to make confident decisions? The answer revealed itself gradually through years of working with complex data environments, governance initiatives, and analytical programmes across the financial sector. Time and again, he observed the same pattern. Businesses were rarely short of information. What they often lacked was a clear understanding of whether their data was accurate, consistent, and relevant. Working across different organisations and large scale transformation initiatives also broadened his perspective on the role technology plays in business. Some projects delivered exactly what organisations expected. Others did not. Looking back, the difference rarely came down to the technology itself. The real difference was whether the business had confidence in its data, clarity around ownership, and alignment on what success looked like. That observation gradually became the principle around which his career evolved. Rather than focusing on technology for its own sake, Dietmar became interested in building systems, processes, and teams that could turn information into something leaders could depend on. It is a philosophy that continues to define his leadership today, where every technology conversation begins not with software, but with the business challenge it is meant to solve. Building Intelligence That Businesses Can Depend On As digital transformation accelerated across the financial sector, Dietmar’s responsibilities expanded alongside it. What began as helping organisations improve the way they managed information gradually evolved into leading broader conversations around enterprise data, analytics, credit risk, and governance. Although the technologies continued to change, the underlying challenge remained remarkably familiar: helping businesses make better decisions based on information they could act on. That challenge has become even more significant with the widespread adoption of artificial intelligence. Across industries, organisations are eager to automate processes, generate predictive insights, and improve decision making through AI. Dietmar welcomes that progress, while recognising that enthusiasm often moves faster than preparation. One principle has become increasingly clear: artificial intelligence is only as good as the data behind it. AI systems inherit the strengths and weaknesses of the information environments in which they operate. Yet many organisations still underestimate what this actually requires. If information is incomplete, inconsistent, or poorly governed, technology simply processes those weaknesses at greater speed. This is why Dietmar has always viewed data management as much more than a technical function. In his experience, it is a business discipline that influences almost every part of an organisation. Credit decisions, customer relationships, operational efficiency, regulatory reporting, and long term strategy all rely on the same foundation. When different teams work with different versions of the truth, decision making slows, priorities become fragmented, and teams begin to question which information is correct. Creating a reliable information environment therefore requires more than investing in new platforms. It calls for shared standards, clear ownership, disciplined governance, and a culture where data quality is regarded as everyone’s responsibility rather than the concern of a single department. Technology can accelerate progress, but confidence is built through consistency. Working in banking has made that lesson impossible to ignore. Every lending decision carries consequences, not only for the institution but also for the customer behind it. For Dietmar, that res Well-governed models, refined through rigorous testing, make credit decisions that are faster, more consistent, and fairer at scale than individual discretion ever could. At Tyme, this is not theory: credit decisions are automated end to end, tested through ongoing validation, and improved with every loan the bank writes. The role of expertise is not to override those decisions, but to design better models, run better experiments, and build the capabilities and data foundations that make confident automation possible. That balanced perspective continues to influence the way he approaches leadership. Innovation remains essential, but it must always be accompanied by accountability. New technologies will continue to emerge, regulations will continue to evolve, and customer expectations will continue to change. The organisations most likely to succeed will not simply be those adopting AI the fastest. They will be the ones that build reliable data foundations, combine technology with sound judgement, and create a culture

Digital View Captain Hussam Suyyagh | Global Marine, Logistics and Supply Chain Thought Leader Before logistics entered the age of Artificial Intelligence, autonomous systems, digital twins, and connected ecosystems, Captain Hussam Suyyagh working as Marine, Logistics and Supply Chain Advisor | ADNOC Group mastered its most enduring lessons at sea. The maritime environment revealed a fundamental truth that would ultimately shape his professional journey: global progress depends on the capacity to connect people, assets, technology, and markets efficiently across borders. What may appear simply as the movement of goods is, in reality, a complex network of decisions, relationships, infrastructure, and capabilities working in concert. That insight became the foundation of a distinguished career spanning more than three decades across marine operations, energy logistics, aviation, digital ecosystems, and advanced technology. Throughout this journey, Suyyagh has done more than witness logistics evolve. He has helped shape initiatives that anticipate where the industry is heading, from digitally enabled logistics operations and AI powered platforms to autonomous marine technologies, drone command and control systems, and smart warehouse initiatives. His career embodies the wider transformation reshaping the global industry. Logistics is moving beyond transportation and operational efficiency toward intelligent and interconnected ecosystems capable of predicting disruption, optimizing decisions, and adapting in real time. For Captain Hussam, however, technology is only one dimension of that transformation. The defining challenge is cultivating the leadership, resilience, collaboration, and strategic vision required to turn emerging capabilities into sustainable operational value. A Maritime Foundation That Inspired a Global Vision Captain Hussam’s leadership philosophy was forged through the realities of maritime operations, where complexity and uncertainty are constant realities rather than occasional disruptions. Life at sea taught him that successful operations depend on awareness, discipline, sound judgment, and the ability to respond when circumstances change. More significantly, it revealed the broader economic significance of logistics. Every vessel, warehouse, transportation network, and operational decision is part of a much larger chain that enables industries and communities to function. That perspective inspired him to envision logistics far beyond transportation alone. Over more than three decades, his influence expanded across marine operations, energy logistics, aviation, and digital ecosystems. Each domain deepened his understanding of how physical operations and digital technologies can converge to create greater efficiency, resilience, and opportunity. Several pioneering milestones define this journey. He has contributed to establishing a digitally enabled Logistics Operations Center for a leading global energy enterprise, leading AI powered logistics platforms, pioneering autonomous marine technologies, launching an AI Drone Command and Control Center, and advancing autonomous smart warehouse initiatives. His professional influence also extends beyond individual organizations through leadership, governance, and participation in industry initiatives, including MARACAD, the Smart and Autonomous Systems Council, the Center of Excellence for Smarter Logistics, the Autonomous Mobility Council, international conferences, advisory boards, and innovation forums. Together, these experiences have shaped a leadership philosophy rooted in anticipation. For Captain Hussam, leadership is not simply about sustaining today’s operational performance. It is about building tomorrow’s capabilities before the market recognizes that they are necessary. When Supply Chains Become Strategic Command Centers Traditional supply chains were designed primarily around efficiency. Organizations sought to move goods faster, reduce costs, optimize inventory, and maintain dependable transportation. Today’s supply chain carries a far broader strategic mandate. Global markets are increasingly interconnected, while geopolitical developments, climate considerations, cybersecurity risks, customer expectations, and unexpected disruptions create a continuously changing operating environment. Efficiency remains important, but it can no longer stand alone. Captain Hussam envisions next-generation supply chains operating as intelligent ecosystems, not isolated operational functions. Transportation, warehousing, data platforms, digital infrastructure, strategic partnerships, and predictive intelligence will increasingly operate as interconnected components of one network. This convergence will enable organizations to achieve real time visibility across their supply chains and respond to emerging risks before they become major operational disruptions. This evolution also elevates the strategic importance of supply chain management. Rather than positioning logistics merely as a cost center, leaders can activate it as a value creation engine capable of strengthening competitive advantage, supporting innovation, and contributing to economic resilience. In this future model, the supply chain becomes more than a pathway between supplier and customer. It becomes an enterprise-wide strategic command capability. Beyond Technology Silos: The Connected Logistics Era The next logistics revolution will not be driven by one technology operating in isolation. Captain Hussam champions the convergence of Artificial Intelligence, autonomous systems, digital twins, advanced analytics, and connected operational ecosystems. Artificial Intelligence can enable predictive planning, dynamic decision making, and real time optimization. Autonomous technologies can bring intelligence into physical operations through drones, autonomous vessels, and robotic logistics systems. Digital twins can empower organizations to model supply chain networks, test scenarios, simulate disruptions, and assess possible decisions before implementing them. The influence of these technologies multiplies when they are purposefully connected. An autonomous vessel, intelligent warehouse, predictive analytics platform, and drone system can each generate value independently. When integrated into a common operational ecosystem, however, they can exchange intelligence and orchestrate a much more responsive network. Captain Hussam’s experience across smarter logistics and autonomous mobility initiatives has strengthened this conviction. The future will favor organizations capable of uniting their physical operations with digital intelligence. The objective is never technology for its own sake. It is the ability to use technology to make operations more predictive, responsive, scalable, and resilient. Leadership Lessons Forged Under Pressure The sea also forged another defining dimension of Captain Hussam’s leadership: decision making under uncertainty. Marine operations require leaders to remain alert to changing conditions and make informed decisions even when circumstances are evolving. Those lessons remain equally relevant throughout his career, including during large transformation programs where uncertainty can be just as consequential as it is in physical operations. Three enduring principles guide his approach. The first is situational awareness. Leaders must see conditions clearly and distinguish facts from assumptions. The second is decisiveness balanced with adaptability. Decisions cannot always await perfect information, but leaders must remain prepared to adjust when new evidence emerges. The third is trust reinforced by accountability.

Digital View The future of energy will not be won by technology alone. Solar capacity is scaling across continents. Hydrogen is moving from pilot to commercial reality. Governments are hardening climate commitments into law. But beneath those visible shifts, a quieter and equally consequential transformation is underway: the mobilization of capital, the redesign of infrastructure, and the construction of the legal and financial frameworks that determine whether innovation reaches scale. The energy transition’s defining question is no longer whether it will happen. It is whether the right structures exist to make it happen fast enough. Few professionals are better equipped to answer that question than Mona Dajani. Over more than two decades, she has built a singular career at the convergence of infrastructure, energy, finance, law, and artificial intelligence – advising on complex renewable energy developments, large-scale infrastructure investments, and the emerging frameworks governing battery storage, sustainable fuels, nuclear, hydrogen, space, drones, and autonomous defense systems. Her reputation rests on a specific skill that is genuinely rare: the ability to take ambitious visions and turn them into bankable, executable realities. As Partner and Global Co-Chair of Infrastructure, Energy and Real Estate at Cooley LLP, Mona operates at the center of some of the world’s most consequential transactions. Her practice spans the Americas, Europe, Asia, and the Middle East – a genuinely global footprint that shapes how she reads both the opportunities and the fault lines in the transition toward a cleaner energy economy. What makes her leadership distinctive is not the scale of the projects she advises on – it is her command of the disciplines that most professionals treat as separate. Engineer, lawyer, strategist, mentor, and sustainability advocate: Mona has built her career on the conviction that the technical, commercial, financial, and human dimensions of transformation must be worked together, not in sequence. In a moment when the world is urgently seeking workable pathways to decarbonization, her work offers a clear lesson: progress at scale demands frameworks and partnerships as much as it demands innovation. An Engineer’s Mindset for a Changing World Long before clean energy became a boardroom priority or sustainability an investment thesis, Mona was already drawn to the logic of infrastructure and complex systems. She began her career as a licensed civil engineer – a foundation that gave her far more than technical knowledge. Engineering trained her to see how interconnected systems behave, how large problems decompose into solvable components, and how deliberate design creates durable outcomes. Those instincts never left her. They became the lens through which she practices law. When she moved into law, she brought a perspective the profession rarely sees. She did not read projects purely through contractual or regulatory lenses – she understood the engineering assumptions driving development decisions. She could interrogate financial structures and commercial risks while holding the technical realities of a project in mind simultaneously. That cross-disciplinary fluency proved to be a decisive advantage as global attention turned to decarbonization. She observed early that transformative projects rarely fail because of technology. They fail because of how they are structured, financed, and executed. Capital availability, regulatory certainty, stakeholder alignment, and risk allocation determine whether promising solutions achieve meaningful scale – or stall in perpetual pilot. That insight shaped everything that followed. For Mona, the energy transition was never just about renewable technologies. It was always about building the conditions in which those technologies could survive contact with the real world – and win. Standing at the Intersection of Capital, Technology, and Sustainability The global energy landscape is undergoing one of the most consequential restructurings in modern history. Governments are pursuing hard decarbonization targets. Capital markets are repricing sustainable assets. Corporations are redesigning long-term energy strategies. Meanwhile, technological innovation is accelerating across every corner of the energy ecosystem. Navigating this environment requires leaders who can hold multiple dimensions of change in mind simultaneously – and act on all of them. Throughout her career, Mona has occupied precisely that position. Her work consistently centers on helping clients integrate infrastructure investment, financing strategy, technological innovation, and sustainability objectives in ways that generate both environmental and economic value. Whether advising on renewable energy developments, infrastructure transactions, strategic partnerships, or emerging clean technology, her approach reflects a hard-won understanding that the best outcomes require balancing competing priorities without sacrificing long-term ambition. This perspective matters more than ever now that sustainability has moved from aspiration to execution. The industry is no longer debating whether the transition will occur. The focus is on speed, capital efficiency, and stakeholder alignment. In that environment, technical expertise is necessary but not sufficient. Commercial viability, policy literacy, financial structure, and execution discipline are equally essential – and that is precisely where Mona’s influence is most felt. The Forces Reshaping the Energy Landscape While renewable deployment continues to attract headlines, Mona identifies several interconnected forces that will define the next phase of sustainability – and the most important may not be what the industry expects. The explosive growth of artificial intelligence is creating an energy demand problem of a new kind. Data centers are expanding globally at extraordinary speed, and AI workloads require power at levels that strain systems already working to decarbonize. The challenge of the coming decade is not simply building more clean energy – it is building it fast enough to keep pace with demand that itself shows no sign of slowing. The downstream effects are already reshaping the industry. Power purchase agreements are being renegotiated and redesigned. Grid planning is growing more complex. Infrastructure investment timelines are compressing. Organizations increasingly need clean energy solutions that can serve both sustainability commitments and operational reliability – simultaneously, not sequentially. At the same time, renewable energy economics have undergone a fundamental reset. Cost reductions across solar, battery storage, and offshore wind have changed the investment calculus entirely. What was once positioned as an environmental responsibility – and accepted as a financial compromise – is now frequently the most compelling economic choice available. Sustainable finance has matured alongside those shifts.

Digital View In a business environment characterized by rapid technological disruption, evolving market dynamics, and unprecedented global connectivity, leadership has become far more than a function of management. Today’s most influential executives are expected to anticipate change, foster innovation, navigate complexity, and create sustainable value that extends beyond financial performance. The leaders making the greatest impact are those capable of building bridges across industries, cultures, and economies while maintaining a clear vision for the future. Among these transformative leaders is Mabel Hoyos, Director of Hebany Group, whose career has been defined by strategic foresight, resilience, and an unwavering commitment to international collaboration. Over the years, she has played a pivotal role in expanding Hebany Group into a diversified multinational enterprise operating across sectors ranging from metal trading, agricultural technology, and pharmaceutical distribution to artificial intelligence, blockchain solutions, intelligent marketing technologies, and aerospace materials. What makes Hoyos’ leadership particularly compelling is her ability to identify opportunities where others see uncertainty. Guided by integrity, innovation, and a people-centered approach, she has built a business ecosystem designed not only to thrive amid change but to actively shape the future of commerce. As organizations worldwide seek new pathways to growth in an increasingly interconnected economy, her journey offers a powerful blueprint for sustainable and meaningful leadership. A Leadership Philosophy Built on Vision, Integrity, and Resilience Every successful enterprise begins with a clear vision, but sustaining that success over decades requires far more than ambition. For Mabel Hoyos, leadership is rooted in long-term thinking, adaptability, and an unwavering commitment to creating value across borders. Throughout her career, she has championed a philosophy centered on resilience, innovation, and collaboration. Since taking responsibility for Hebany’s expanding operations, including its strategic base in the United Arab Emirates since 2007, she has consistently prioritized a forward-looking approach to business development. Rather than focusing solely on immediate opportunities, Hoyos has built an organization capable of anticipating emerging trends and adapting to changing market conditions. Operating across diverse industries requires a leadership style that embraces complexity while remaining firmly anchored in strong ethical principles. For Hoyos, corporate integrity is not merely a business objective—it is the foundation upon which sustainable growth is built. By empowering teams, encouraging innovation, and fostering a culture of accountability, she has helped create an organization capable of navigating increasingly sophisticated global markets with confidence and agility. This combination of vision and resilience continues to serve as the driving force behind Hebany’s long-term success. Recognizing Opportunity Where Others See Uncertainty Transformational leadership often begins with the ability to recognize opportunities before they become obvious to the broader market. One of the most defining moments in Hoyos’ professional journey came through her early recognition of the immense potential within the Middle East and North Africa region. This insight led to the establishment of Hebany’s strategic headquarters in Dubai—a decision that would significantly influence the organization’s future growth trajectory. The emirate’s unique combination of business-friendly regulations, legal stability, technological advancement, and international accessibility provided the ideal environment for expansion. The move was far more than a geographical shift; it represented a strategic gateway to new markets, industries, and partnerships. By leveraging Dubai’s position as a global commercial hub, Hebany strengthened its international presence and accelerated its ability to connect businesses, investors, and opportunities across multiple continents. Another pivotal milestone followed in 2013 with the co-founding of Hebany US alongside Alfredo Villalobos. This expansion further strengthened the company’s reach and reinforced its commitment to developing meaningful commercial relationships across key global markets. At the same time, Hebany continued building robust networks throughout China, India, Africa, and the Americas, creating a foundation for long-term growth and collaboration. These strategic decisions reflect Hoyos’ ability to combine calculated risk-taking with disciplined execution—an approach that has become one of her defining leadership strengths. Building a Diversified Enterprise for a Dynamic World In an era where economic volatility has become increasingly common, diversification remains one of the most effective tools for organizational resilience. Under Hoyos’ leadership, Hebany Group has evolved into a highly diversified enterprise with interests spanning mining operations, agricultural technologies, healthcare consulting, pharmaceutical distribution, advanced technology trading, aerospace materials, and emerging digital sectors. This broad portfolio is not the result of opportunistic expansion; it is a carefully designed strategy intended to create stability while positioning the organization to capitalize on emerging opportunities. By operating across multiple sectors and regions, the company reduces its exposure to isolated market disruptions while maintaining the flexibility to respond quickly to new developments. Challenges affecting one industry can often be balanced by growth in another, creating a stronger and more adaptable business model. The global pandemic provided a powerful example of this adaptability. As healthcare systems worldwide faced unprecedented pressure, Hebany expanded its involvement in pharmaceutical distribution, including the delivery of critical vaccines. The experience reinforced the importance of agile decision-making, technology-enabled operations, and the ability to rapidly align resources with evolving societal needs. For Hoyos, resilience is not simply about surviving disruption—it is about transforming challenges into opportunities for innovation and growth. The Characteristics of Truly Influential Leadership As business landscapes become increasingly interconnected, the qualities that define influential leadership continue to evolve. According to Hoyos, exceptional executives possess a rare ability to balance global perspective with local understanding. They are capable of recognizing worldwide trends while remaining deeply connected to the realities of individual markets and communities. This philosophy has shaped Hebany’s operational model. Whether engaging in rare metals, green energy initiatives, civil infrastructure projects, healthcare solutions, or advanced technology sectors, the organization places significant emphasis on integrating international expertise with local knowledge. Dedicated teams across major commercial centers including Shanghai, Mumbai, Chicago, and Lusaka provide critical insights that enable strategies to be tailored to regional realities. This localized expertise strengthens decision-making while ensuring that corporate initiatives remain relevant and effective within diverse business environments. Influence, in Hoyos’ view, is not measured solely by position or authority. It is measured by the ability to inspire confidence, create sustainable value, and guide organizations through periods of