Finance & M&A Strategist. I share expert insights on financial modeling, finance, M&A, and strategy - and guides to help you confidently navigate deals and investment decisions.
Finance
When discussing investment portfolios and estate planning strategies, trusts often receive less attention than they deserve. Yet these legal structures have served families and institutions for centuries, offering sophisticated solutions for wealth preservation, tax optimization, and legacy planning. What Is A Trust? A trust represents a fiduciary relationship involving three
Strategy
Six Sigma is a powerful methodology by Motorola and popularized by General Electric for industrial efficiency. It offers a robust framework for leaders to optimize processes, reduce costs and drive strategic growth. What is Six Sigma? Six Sigma is a disciplined, data-driven approach and methodology for eliminating defects (errors) in
Strategy
We create forecasts, build robust models, and devise intricate strategies to achieve our goals. But what if, before launching into execution, we intentionally imagined the project had already failed? What if we tried to figure out why it failed, before it even began? This exercise is the essence of pre-mortem
Strategy
In finance and investing, the only constant is change. Technological disruptions, and shifting market dynamics mean that relying solely on a single forecast is unreliable and lacks strategic depth. This is why scenario planning is used - to offer a structured way to anticipate and prepare for multiple plausible futures.
Finance
Traditional data sources – company earnings reports, analyst forecasts, economic indicators – are essential but no longer sufficient to gain a significant edge. Alternative data is a revolutionary class of information that is transforming how investors analyze opportunities, identify trends, and generate alpha – returns that outperform the broader market. Unlike many traditional
Finance
When we talk about investments, our minds often jump to average returns. We want to know how much money we can expect to make. But astute investors know that the average tells only part of the story. To truly understand the potential risks and rewards of an investment, we need
Finance
Life is a series of decisions, often made in anticipation of how others will react. From choosing a career path to negotiating a deal, we're constantly engaged in strategic interactions. What if there was a mathematical framework to understand these interactions, predict outcomes, and even optimize our own
Finance
For decades, investors approached portfolio construction with a singular focus: finding assets that would deliver the highest possible returns. While understandable, this often led to portfolios that were unnecessarily volatile and exposed to significant risk. Modern Portfolio Theory (MPT) is a revolutionary framework introduced by Nobel laureate Harry Markowitz in
Finance
What is the Kelly Formula? Developed by Bell Labs scientist John Kelly Jr. in 1956, the Kelly Criterion (also known as the Kelly Strategy or Kelly Bet) is a formula designed to determine the optimal fraction of your capital to wager on a favorable outcome. Its core purpose is to
Finance
Ever wondered why we sometimes make seemingly irrational financial decisions, even when we know better? The answer often lies in the world of behavioral biases. These are systematic errors in thinking and feeling that can influence our judgments and decisions, especially when it comes to finances. The study of these
Finance
Think of them as two ends of a telescope: one offering a panoramic view of the financial landscape, the other providing a close-up lens on individual financial interactions. Macrofinance: The Big Picture Perspective Macrofinance, as its name suggests, operates at the macroeconomic level. It focuses on the overall financial system
Finance
Understanding what drives sustainable profitability remains one of the most fundamental challenges in business management. While revenue growth often captures attention, the real determinant of long-term success lies in the economics of individual business units - whether products, services, or customers. Unit economics analysis provides a rigorous framework for examining
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