Delighted to announce the launch of my completely rebuilt Financial Risk Management lecture series on YouTube. This 2025 series replaces my earlier playlists from 2021, offering a fully updated, end-to-end pathway through modern market risk management. Unlike the previous version, which required a sequence of prerequisite mathematics videos, this new series is accessible to learners from any background. All essential mathematics, statistics and modelling are introduced precisely when needed within each topic, so you can begin exploring the substance of financial risk management immediately and build technical skills as you progress. The series covers eight key topics, each in six videos, totalling about two hours per topic: Introduction to Financial Risk Management Credit Risk Management Portfolio Returns and their Distributions Volatility and Value-at-Risk Fixed Income Portfolios International Equity and Commodity Portfolios Risk Management for Options Portfolios Capital Reserves for Market Risk Every lecture from Topic 2 onwards is supported by interactive, practical Excel workbooks to help consolidate the theory. Whether you are preparing for interviews, advancing your professional practice, or studying at undergraduate or postgraduate level, this series delivers rigorous, industry-aligned content on how banks and financial institutions manage, measure and mitigate risk across a range of instruments and portfolios. Topics include VaR, Expected Shortfall, credit risk, risk aggregation, regulatory capital and the Basel Accords, backtesting, stress testing, and much more. Explore the full playlist of 48 videos here: https://lnkd.in/eUYzXPCF Feedback and questions welcome — please share with any colleagues or students who may benefit. #FinancialRiskManagement #MarketRisk #CreditRisk #RiskModelling #QuantFinance #FinanceEducation #RiskManagement #Banking #BaselAccords #ExcelForFinance #PortfolioManagement #ValueAtRisk #ExpectedShortfall #FinancialInstitutions #ProfessionalDevelopment #FinancialEngineering #FinanceStudents #FRM #FinancialRegulation #YouTubeLectures
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Dear Risk manager, 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆𝗶𝗻𝗴 𝗿𝗶𝘀𝗸 in an organization involves systematically evaluating potential threats that could affect the achievement of objectives, impact operations, or harm stakeholders. Here are key steps to identify risks: 1️⃣ 𝗖𝗼𝗻𝗱𝘂𝗰𝘁 𝗮 𝗥𝗶𝘀𝗸 𝗔𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝗣𝗿𝗼𝗰𝗲𝘀𝘀: √ Define Risk Criteria √ Identify Key Objectives: Understand the organization's strategic, operational, and financial goals to determine what risks could potentially prevent their achievement. 2️⃣ 𝗥𝗶𝘀𝗸 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀: √ Brainstorming Sessions: Involve teams from different departments to generate a list of potential risks. √ SWOT Analysis: Analyze the organization's strengths, weaknesses, opportunities, and threats to uncover both internal and external risks. √ Interviews and Surveys: Engage key stakeholders (executives, managers, employees) to get their perspectives on what risks they foresee. √ Historical Data Review: Examine past incidents or similar organizations’ cases to identify recurring or likely risks. √ Checklists: Use industry-specific risk checklists to ensure that common risks are not overlooked. 3️⃣ 𝗥𝗶𝘀𝗸 𝗠𝗮𝗽𝗽𝗶𝗻𝗴: √ Categorize Risks: Group risks into categories, such as financial, operational, technological, legal, environmental, strategic, or reputational risks. √ Risk Matrix: Assess the likelihood and impact of each identified risk to determine its severity and prioritize mitigation actions. 4️⃣ 𝗨𝘀𝗲 𝗼𝗳 𝗥𝗶𝘀𝗸 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗧𝗼𝗼𝗹𝘀: √ Risk Registers: Create a central repository to record identified risks, their causes, potential impacts, and the actions taken to address them. √ Risk Management Software: Implement tools to track and analyze risks more effectively. 5️⃣ 𝗔𝗻𝗮𝗹𝘆𝘇𝗲 𝗘𝘅𝘁𝗲𝗿𝗻𝗮𝗹 𝗘𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁: √ Regulatory Changes: Monitor changes in laws, regulations, and industry standards that could introduce new risks. √ Market Trends: Stay updated on shifts in the market or competition that could pose strategic risks. √ Technology Advancements: Assess how new technologies might create cybersecurity risks or operational disruptions. 6️⃣ 𝗥𝗲𝗴𝘂𝗹𝗮𝗿 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗥𝗲𝘃𝗶𝗲𝘄: √ Continuous Monitoring: Keep a regular check on internal and external factors that might change, leading to new or altered risks. √ Audit and Inspections: Regular internal audits, inspections, and compliance checks can uncover risks early. 7️⃣ 𝗦𝗰𝗲𝗻𝗮𝗿𝗶𝗼 𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴: √ What-if Analysis: Test various scenarios of risk occurrences (e.g., economic downturn, data breach) and assess their potential impact. √ Stress Testing: Simulate extreme conditions (financial crisis, supply chain failure) to assess organizational resilience. By using these methods and continuously reassessing the environment, organizations can identify and mitigate risks effectively.
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New Publication: Integrating #Governance, #Risk, #Compliance, and #Controlling (#GRC²) for Decision-Oriented Risk Management I am pleased to announce the publication of my latest research together with Prof. Dr. Patrick Ulrich: Gleißner, W. & Ulrich, P. (2025): Governance, Risk, Compliance and Controlling: Institutional, cultural and instrumental interdependencies from a German perspective, in: Corporate Ownership & Control, Vol. 22, No. 2, pp. 41-52. This study analyzes the interdependencies among governance, risk, compliance, and controlling (#GRC²) functions in German companies, focusing on cultural, institutional, and instrumental factors. An empirical survey of 247 companies highlights the importance of risk management maturity and an open risk culture for integrating governance, risk, and compliance (#GRC) into corporate decision-making. Our Key Findings: Companies with a decision-oriented risk management approach - closely linked to controlling (management accounting) - achieve above-average financial success. A purely compliance-driven GRC approach often hinders effective risk management by focusing on risk avoidance instead of supporting management decisions. We present GRC² als alternative to GRC. A GRC² approach integrates risk management and controlling to optimize the risk-return profile and support decision-making processes. Cultural openness to risk is essential: risk should be viewed as a cause of potential deviations from the plan, rather than solely as potential damage to be avoided. Conclusion: To transform risk management from a purely compliance-driven function to a decision-oriented value driver, companies must integrate risk management with controlling and foster an open risk culture. This enables risk management to support entrepreneurial decisions, optimize the risk-return profile, and enhance financial #performance. #RiskManagement #GRC #Controlling #DecisionSupport #CorporateGovernance #RiskCulture #GRC² #Risikomanagement #valuation RMA Risk Management & Rating Association e.V. ICV International Association of Controllers Robert Rieg Prof. Dr. Ronald Gleich Marco Wolfrum Ralf Kimpel Michael Jahn-Kozma Stefan Hunziker, PhD Stefan Behringer Utz Schäffer Matthias von Daacke Guido Kleinhietpaß Controller Akademie Prof. Dr. Ute Vanini Thomas Henschel Prof. Dr. Dr. Ernst Thomas Günther
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Understanding Risk Assessment Methodology: A Corporate Guide with a Human Touch In today’s dynamic business environment, risks are inevitable, whether financial uncertainties, operational challenges, or regulatory compliance issues. Effectively managing these risks is essential for sustainable growth, operational resilience, and stakeholder trust. A structured Risk Assessment Methodology provides organizations with a clear framework to anticipate, evaluate, and address risks before they escalate. 1️⃣ Risk Identification The first step is awareness. Organizations must pinpoint potential risks affecting people, processes, or outcomes. This is about foresight, not fear. For example, identifying potential system downtime enables teams to implement contingency measures, ensuring business continuity for both employees and customers. 2️⃣ Risk Analysis After identification, each risk is assessed for likelihood and impact. Not all risks are equal, some may cause minor disruptions, while others can significantly affect operations or reputation. Analysis allows leaders to prioritize threats and allocate resources strategically. 3️⃣ Risk Evaluation Risks are evaluated against organizational criteria to determine urgency and relevance. This stage distinguishes between acceptable risks and those requiring immediate attention, balancing opportunities with compliance, safety, and operational standards. 4️⃣ Risk Prioritization Once evaluated, risks are ranked by significance. High-impact threats, such as cybersecurity breaches, demand immediate intervention, while lower-risk operational issues can be managed over time. Prioritization ensures efficient use of resources and proactive mitigation. 5️⃣ Risk Treatment Finally, organizations determine how to manage each risk through: • Avoidance – eliminating the risk entirely • Transfer – through insurance or outsourcing • Mitigation – implementing preventive measures • Acceptance – when the impact is minimal This step ensures that risks are not only acknowledged but strategically addressed in alignment with corporate objectives and human considerations. Why This Matters A robust risk assessment methodology reflects an organization’s commitment to resilience, responsibility, and the well-being of its people and stakeholders. Thoughtful risk management builds trust, enhances decision-making, and supports long-term sustainability. In business, risks will always exist, but with the right methodology, they transform from threats into opportunities for growth, innovation, and continuous improvement. @ChiefRiskOfficer, @RiskManagementProfessionals, @ComplianceLeaders Industry organizations: @GRCInstitute, @ISO, @COSO
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The Emperor has no Clothes: Many core Risk Management Tools are empirically proven not to work If medicine used tools with this level of empirical failure, nobody would tolerate it. Medicine relies on rigorous evidence, often from randomized trials. In corporate risk management, we still call some of them best practices. Empirical work across risk analysis, psychology, and behavioural science has shown that, for example: • Likelihood × impact scoring is not only psychometrically invalid, but mathematically and behaviourally flawed. • Inherent vs. residual risk is not only inconsistent in practice, but conceptually hypothetical and behaviourally distortive. • Risk registers document issues without influencing decisions, and they reinforce compliance rather than organizational learning. • Heat maps misrepresent risk because they treat subjective ordinal scales as if they were quantitative and falsely compress complex uncertainty into a grid. This situation stems from historical developments. Corporate risk management did not emerge from scientific research or decision-making studies; instead, it evolved from the fields of insurance, governance, and consulting. These institutional environments tend to prioritize formal clarity and accountability over rigorous empirical validation. The paradox is that the methods that measurably improve our ability to deal with uncertainty come from entirely different disciplines: • Risk engineering, which evolved in safety-critical environments, tests failure systematically and scientifically. • Decision science and psychology, which offer validated techniques such as scenario analysis, pre-mortems, base rates, and debiasing techniques. • Behavioral economics, which supports organizations in understanding and reducing systematic biases. • Forecasting research, which measures accuracy and calibrates judgment over time. These fields possess something that risk management has traditionally lacked: a culture of evidence and learning from mistakes. For risk management to stay relevant, it must build upon this cognitive foundation. This means, for example: • Replacing qualitative categories with quantified ranges, consistent with research in risk analysis and probabilistic judgment. • Embedding risk dialogue early in strategy, budgeting, and capital allocation, supported by findings from strategic decision-making and management control research. • Using validated judgment tools rather than artefacts that merely appear orderly, grounded in behavioral science and forecasting studies. • Measuring success by decisions, not documentation, in line with insights from organizational learning and governance research. Every decision is a bet on an uncertain future. Risk management should not create flawed risk maps, but rather support clearer thinking when decisions have substantial consequences. Institut für Finanzdienstleistungen Zug IFZ Lucerne University of Applied Sciences and Arts
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Many finance professionals view Derivatives as a dangerous gamble. But here is what they all miss: Risk is inevitable, but losses are optional. Derivatives are not just speculative tools; they are the ultimate Insurance Policy for a volatile market. If you don't understand how to price, value, and deploy them, you are leaving your company's balance sheet exposed to storms you could have easily hedged away. ➡️ Master the Derivatives Framework to move from being a victim of market fluctuations to a master of risk management. Here is how you manage the 8 critical pillars of Derivative Strategies: 1️⃣ Market Instruments (🏗️) Understand the landscape of Forward Commitments and Contingent Claims. Knowing the right tool for the right risk is the first step in protecting your margins. 2️⃣ Pricing vs. Valuation (⚖️) Never confuse the two. Mastering the basics of how derivatives are priced at inception versus how they are valued over time is critical for accurate financial reporting. 3️⃣ Forward Commitments (🔄) Lock in your future costs today. Use Forwards and Futures to eliminate price uncertainty in raw materials or currency, ensuring your budget remains bulletproof. 4️⃣ Contingent Claims Valuation (🔍) Options give you the right, but not the obligation, to act. Learning to value these claims allows you to participate in market upside while strictly limiting your downside. 5️⃣ Strategic Execution (🎯) A derivative is only as good as the strategy behind it. Align your hedging with your corporate Learning Outcomes to ensure you aren't over-hedged or unnecessarily exposed. 6️⃣ Risk Management Applications (🛡️) The ultimate goal is stability. Use a Risk Management Framework to identify where your entity is vulnerable and apply derivatives to neutralize those specific threats. 7️⃣ Advanced Swap Strategies (🤝) Manage your debt profile like a pro. Use Swaps to transform floating-rate liabilities into fixed-rate stability, protecting your cash flow from sudden interest rate hikes. 8️⃣ Practical Problem Solving (📝) Theory is nothing without application. Constantly test your strategies against real-world problems to ensure your valuation models hold up when volatility hits. The Bottom Line? Derivatives are the "Financial Superpowers" of the modern CFO. When used correctly, they don't just manage risk—they create a competitive advantage by providing the certainty needed to invest and grow. ♻️ Like, Comment, Repost if this was helpful. Follow Mohammed fouad Wahba for strategic insights! Mohammed fouad Wahba #Derivatives #RiskManagement #CFO #FinancialEngineering #Hedging #FuturesAndOptions #FinanceStrategy #Treasury #InvestmentBanking #CapitalMarkets #المشتقات_المالية #إدارة_المخاطر #المدير_المالي #النجاح_المالي #استراتيجية_الأعمال #التمويل #الأسواق_المالية #تطوير_الشركات #المحاسبة 👉 Are you using derivatives to hedge your 2026 exposure, or are you crossing your fingers? Let’s discuss below!
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₹590 crore fraud is a stark reminder — not just of operational risk, but of a deeper question: how much tail risk is truly transferred, and how much quietly remains on balance sheets. The eventual financial impact of this specific case will depend on insurance recoveries, legal resolution, and capital absorption. It would be premature to assume how much risk was transferred or retained here. But events like this raise a broader structural issue the banking and insurance ecosystem needs to confront. Over 20+ years working closely with banks, insurers, and brokers on operational risk transfer, I’ve seen institutions model catastrophic exposure with increasing precision. Risk models recognise tail events. Capital frameworks acknowledge them. Yet risk transfer decisions often operate under procurement constraints — shaped by renewal comfort, premium sensitivity, and budget visibility — even when underlying exposure is far larger. This is not a modelling problem. And it is not a market capacity problem. Insurance capital exists. It is a risk transfer philosophy problem. Insurance programs don’t fail in crises. They perform exactly as structured. And insurance limits ultimately reflect decisions — not just models. As a result, catastrophic volatility rarely arrives unexpectedly. It emerges from the portion of risk that remained on the balance sheet all along. The ₹590 crore event is a reminder for all of us — banks, insurers, brokers, and Boards — to reflect on a simple but uncomfortable truth: Risk models quantify tail exposure. Insurance limits determine who ultimately owns it. Sharing my perspective on why risk transfer philosophy ultimately defines balance sheet resilience. #RiskManagement #OperationalRisk #RiskTransfer #TCOR #TailRisk #Banking #IndiaBanking #FinancialInstitutions #FinancialServices #Insurance #CorporateInsurance #InsuranceLeadership #CorporateGovernance #BoardLeadership #CFO #ChiefRiskOfficer #CapitalManagement #CapitalStrategy #FinancialRisk #ThoughtLeadership
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Resilience risk management in banking refers to a proactive approach that ensures financial institutions can withstand, recover from, and adapt to shocks, disruptions, and systemic risks while continuing to operate effectively. Traditional risk management focuses on identifying and mitigating known risks, while resilience risk management emphasizes survival, adaptation, and long-term sustainability in an uncertain environment. Why is Resilience Risk Management Critical in Banking? • Increasing Systemic Shocks – Banks face growing threats from cyberattacks, climate-related disruptions, geopolitical instability, and pandemics. • Regulatory Pressures – Regulators (e.g., Basel Committee, ECB, Federal Reserve) are mandating stronger operational resilience frameworks to protect the financial system. • Interconnected Financial Risks – The collapse of a single bank (e.g., SVB in 2023) can trigger broader contagion, requiring banks to build resilience beyond traditional capital buffers. Key Components of Resilience Risk Management in Banking 1. Operational Resilience ✔ Ensuring Continuity – Banks must maintain critical services during cyberattacks, power failures, or supply chain disruptions. ✔ Scenario Planning – Stress-testing for extreme but plausible events (e.g., simultaneous liquidity and cyber crises). ✔ Third-Party Risk Management – Reducing reliance on external vendors and cloud services that could become points of failure. 2. Cyber Resilience ✔ Zero-Trust Security Models – Treating all network access as a potential risk to prevent cyber breaches. ✔ Redundant Data Systems – Ensuring real-time data recovery and backups to prevent loss from ransomware attacks. ✔ Regulatory Compliance – Adhering to frameworks like DORA (EU) and FFIEC guidelines (U.S.) for cybersecurity resilience. 3. Financial Resilience ✔ Robust Liquidity Management – Ensuring diversified funding sources to withstand market shocks. ✔ Capital Adequacy Beyond Basel III – Stress-testing capital reserves under severe downturn scenarios. ✔ Counterparty Risk Monitoring – Strengthening oversight of counterparties to prevent contagion risks from bank failures. 4. Macro Resilience ✔ Supply Chain Risk in Financial Services – Reducing dependence on single jurisdictions for financial infrastructure (e.g., SWIFT vs. alternative systems like China’s CIPS). ✔ Sanction and Trade War Preparedness – Managing risks from evolving geopolitical tensions that could restrict transactions. ✔ Inflation and Interest Rate Sensitivity – Stress-testing for stagflation, currency volatility, and debt crises. Thus, resilience risk management is no longer optional in banking—it’s becoming a regulatory and strategic necessity. Banks that integrate resilience into their technology, operations, and financial structures will be better equipped to navigate the next global crisis—whatever form it takes.
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As financial markets become more interconnected, volatile, and complex, traditional risk management approaches are no longer sufficient. Concepts like Value at Risk (VaR) and risk budgeting, which were once primarily used by banks arere now increasingly shaping decision-making on the buy side, from pension funds to asset managers. - What stands out is the shift from allocating capital to allocating risk. Instead of asking “how much should we invest?”, leading firms are now asking “how much risk can we afford to take, and where?”. This top-down risk budgeting approach ensures that every investment decision aligns with an overall risk tolerance, rather than just return expectations. - Recent market events, from rapid interest rate cycles to geopolitical shocks have reinforced why this matters. Correlations across asset classes have become less predictable, and diversification alone is no longer a guarantee of protection. Tools like VaR, along with marginal and incremental risk analysis, allow firms to understand not just total risk, but what is driving it. - Another critical insight is the growing importance of Surplus at Risk (SaR), especially for pension funds. It’s not just about asset performance anymore, but whether assets can meet liabilities under stress scenarios. With rising longevity risks and uncertain macro conditions, managing the asset-liability gap has become central to long-term financial stability. -- At the portfolio level, VaR also enhances governance: - Detecting unintended risk concentrations across managers - Monitoring deviations from investment mandates - Identifying whether rising risk comes from markets or decisions -- What should risk managers do in this environment? - Move beyond static, historical measures and adopt forward-looking risk tools like VaR - Allocate and monitor risk budgets across asset classes and managers—not just capital - Continuously assess correlations and diversification effectiveness, especially in stressed markets - Integrate asset-liability management (focus on SaR) into core decision-making - Strengthen real-time monitoring to detect deviations, concentration risks, and “rogue” exposures early In today’s environment, risk management is no longer a back-office function, it’s a strategic capability. Firms that integrate VaR into portfolio construction, manager selection, and ongoing monitoring are better positioned to navigate uncertainty. The takeaway: returns may be uncertain, but risk shouldn’t be unmanaged. #RiskManagement #VaR #InvestmentManagement #PortfolioStrategy #Finance #PensionFunds #AssetManagement #FRM #SaR
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I used to think risk management meant slowing things down. Another meeting. Another checkpoint. Another “let’s be careful.” But that mindset kills momentum. The best CFOs don’t slow down the business to manage risk. They build systems that make it safe to move fast. Because risk never disappears, it just shifts. You can’t eliminate it, but you can design around it. Here’s what that looks like in practice: 🎯 Forecasts that stress-test reality, not best-case scenarios 📊 Metrics that surface problems early enough to fix them 🚨 Teams that raise issues quickly instead of hiding them When finance teams thrive under pressure, it’s because everyone knows what matters most. Even when the plan changes. Risk management isn’t about control. It’s about clarity and preparation. When systems are transparent and leaders stay calm, risk becomes a source of speed. Not friction. That’s how you turn volatility into an advantage. Growth will always create heat. Your job isn’t to stop it - it’s to build systems that can handle it. Not by saying no. But by saying: Not like that. P.S. If your team is feeling the heat from scale or volatility, I help CFOs and CEOs design finance systems that stay steady under pressure - and turn uncertainty into forward motion.