Understanding Investment Concepts

The Case for Evergreen Funds: Traditional closed-end private funds (7 years for Private Credit; 10-12 years for PE) have fixed investment period (3-5 years, respectively), harvest period (3-5 years), and termination date (~2-years extension). Evergreen Funds are structured to invest continuously without an established terminal date. Evergreen periodically accepts new investments, reinvesting capital while allowing flexibility for investor redemptions. Evergreen is an open-ended structure for private markets. Traditionally, investors preferred closed-end fund structures when investing in PE, Venture, CRE/Real Assets, and Private Credit funds. Evergreen’s key advantage is the ability to remain invested, minimize cash drag and allow for greater potential compounding. PE investors despise the J-curve, which can be diminished when investing into a ramped portfolio. When investors deploy capital in a seasoned evergreen fund, it’s immediately invested. Evergreen can be less administratively burdensome as it lessens legal-paperwork associated with re-upping for subsequent funds, while eliminating capital calls plus accounting for distributions (e.g., 8 capital calls & 8 distributions for closed-end fund). LPs have flexibility to redeem/rebalance at certain intervals, +add capital to the fund periodically (may reduce the need to sell to secondary funds). Investment managers will probably spend less time fund raising for multiple funds over time with evergreen. PE & CRE funds with longer-term investment horizons probably prefer evergreen as managers can hold for longer duration, thus reducing the need for PE to request a continuation fund. Evergreen funds typically have lower investment minimum requirements allowing for a wider cross-section of investors to be eligible. The large publicly listed fund managers are leading the evergreen capital raise charge. Private Credit managers like Marathon have traditionally raised closed-end fund structures; however, as evergreen has become more widely accepted, it presents a viable option for managers and investment allocators, alike. Complicating factors for evergreen funds are: 1) Periodic valuations for subscriptions and redemptions (mitigated by third-party expert valuation agents). I believe Evergreen funds are more suitable for Private Credit as investments mature at par as opposed to PE/Growth/VC, which may have a bigger variation in reported valuations. 2) Liquidity of assets v. permissible redemptions (mitigated with exit accounts, capital returned 5% quarterly/20% annually). Of the $14T committed to Private Markets Alternatives Funds, the table below shows 92% is allocated to closed-end funds v. 8% allocated to Evergreen. I expect Evergreen will capture more market share in the years to come.

You took a $50K pay cut for startup equity. The VCs are counting on that. Here's what they know that you don't: Last year, a friend called excited: - Head of Product role - $2M ARR startup - $120K salary - "Generous equity package" I asked one question: "What's the preference stack?" Silence. Here's what that 1% actually means: - Investors put in $10M - They get paid back 2x first - Then they get their pro-rata - Then you get... what's left The real math: $20M exit = $0 for you $30M exit = $0 for you $40M exit = maybe lunch money But it gets worse: Your 1% isn't even 1%: - Series A cuts it to 0.5% - Series B drops it to 0.25% - Series C? Keep dividing - Down rounds? Start crying The cruel truth: 95% of startup employees never see a dollar from equity. But 100% took pay cuts to get it. Before you take that "dream offer": Red flags to watch for: - "Industry standard vesting" - "Standard preferences" - "Standard dilution protection" - "Standard liquidation rights" Translation: Standard = You lose Questions that save you: 1. "What's the current preference stack?" 2. "Show me dilution scenarios" 3. "What's the exit waterfall?" 4. "How many shares outstanding?" Because here's what VCs know: Hope is expensive. Math is free. Choose math.

Five non obvious learnings from my decade in startup investing. Long-term success in early-stage venture capital is complex, shaped by market cycles, behavioral dynamics, and systemic inefficiencies. Here are my top 5 learnings from a decade of investing in startups. Let’s see how these age over the coming decade! 1. The Best Deals Often Look Mediocre at First Most breakout companies don’t look obvious at seed stage. The best founders are often contrarian and misunderstood. Many investors over-index on early traction, but true long-term winners usually show strong founder insight, adaptability, and a unique way of thinking—even if they lack polished decks or conventional signals of success. 2. Luck is a Skill (If You Know How to Create It) “Being lucky” in venture isn’t random - it’s an outcome of positioning, information asymmetry, and behavioral adaptability. The best investors actively manufacture luck by: - Expanding surface area (helping founders before investing, building deep networks, staying top-of-mind). - Recognizing second-order patterns (e.g., market shifts before they reflect in metrics). - Embracing serendipity (following curiosity, taking unexpected meetings). 3. Portfolio Math Lies – It’s About Anti-Portfolio Thinking Traditional portfolio theory suggests you need a few outliers to drive returns. But the key is actually avoiding the wrong misses. Many VCs focus on what they invest in, but what you don’t invest in matters just as much. - Missing a Flipkart, Swiggy, or PayTM due to pattern-matching bias is far more damaging than picking a mediocre deal. - The best investors revisit why they said ‘no’ to past unicorns and refine their filters constantly. 4. The Biggest Risk is “Too Much Conviction” The more experienced an investor becomes, the greater the risk of false confidence. Early-stage VC is probabilistic, but many long-term investors fall into the trap of overestimating their ability to predict outcomes. - Markets change. What worked in 2015 may not work in 2025. - The best investors build mechanisms for self-doubt—forcing themselves to challenge their assumptions regularly. 5. Reputation Compounds Like Capital – But in Unexpected Ways Most people assume VC reputation comes from returns or social status. In reality, the most enduring reputations come from trust, founder-first behavior, and non-obvious signals: - The way you handle bad outcomes matters more than your wins. - Long-term reputation isn’t just built with founders - it’s shaped by other investors, LPs, ex-employees, and even competitors. - The best VCs give more than they take, often in ways that don’t yield an immediate return but create long-term leverage.

I've seen brilliant founders fail and mediocre ones get funded. The difference wasn't talent. It was psychology. Research suggests several psychological patterns can influence investor decisions - often operating below the conscious level. Understanding these cognitive biases might play a bigger role in fundraising success than we often realize. Here are 5 cognitive biases that could affect your funding chances: 1. Similarity Bias Studies indicate that investors may gravitate toward founders with similar backgrounds, education, or thinking styles. This explains why some VCs appear to fund certain "types" of founders more frequently than others. → Sharing authentic common ground with investors could create meaningful connection points. 2. Loss Aversion Research in behavioral economics suggests people often feel losses more strongly than equivalent gains. This explains why some investors seem more concerned about missing the next big thing than finding it. → Framing opportunities in terms of potential missed opportunities might resonate differently than only highlighting potential gains. 3. Anchoring Effect First impressions may create reference points against which everything else gets measured. → The order in which information is presented matters more than we think. 4. Digital Presence Recent data suggests that some investors now spend an average of 37 minutes researching founders online before their first meetings. → Your digital footprint might be creating impressions before you even enter the room. 5. Optimism Gap There is a natural difference between how founders and investors view projections. → Backing ambitious forecasts with solid evidence can bridge this perception gap. Understanding these patterns has helped many of the founders I've worked with navigate the fundraising process more effectively. What's interesting is how rarely these psychological factors get discussed in standard fundraising advice. Has anyone noticed these patterns in their own fundraising experiences?

During annual reviews and meetings with new prospective families, I have been reviewing a plethora of 401k plans and documents. I wanted to share my 4 BIG takeaways and provide potential real-life next steps for you to consider. ☑ Don’t Save Too Fast In almost every other area of life, saving and investing more is encouraged. With an employer-sponsored retirement plan, that is not always the case. In many plans, you only get your employer match during the period you make contributions. In other words, if you max out your plan before the final paycheck of the calendar year, you could be forfeiting a portion of the employer match. You must understand your employer's plan. Fortunately, every plan must make a plan document available to you upon request. Your plan provider can provide a wealth of insight with a simple phone call. ☑ Beneficiary Designations While this one might seem obvious, mistakes happen way too often. Find the beneficiary tab of your employer plan online and confirm you have the correct beneficiaries. Common mistakes: parent instead of a spouse, ex-spouse, minor children ☑ Breaking Up with Your Target Date Fund For most employer-sponsored retirement plans, your investment contributions go to a target date fund by default. This is based on the year that you turn 65. For example, if you were born in 1980, your default investment option might be the ABC Target Date 2045 Fund. I do not think a person’s age should determine how their investments should be allocated. On average, I see that the average expense ratio in large employer plans is generally 0.40 to 0.45%. Inside the TDF, the fund allocates the funds to a combination of U.S. and International Stocks, Bonds, and cash. If you have a written financial plan, it should detail the investment asset allocation to help you optimally pursue funding your dreams. This could often be achieved by selecting 3-5 index funds without your 401k lineup. I see that passive index funds have an average expense ratio of 0.05%. ☑ Rebalance and Redirect When changing from target-date funds to your own mix of index funds, there are essentially 3 critical steps. First, you need to rebalance your existing holdings to the desired mix. Second, you need to re-direct future contributions to the desired mix. Finally, you need to select a date to do an annual rebalance. Hopefully, the plan provider will have an option for you to select to make this happen automatically. ★ Conclusion In a recent Vanguard study, Vanguard attempted to quantify the value of advice. They suggest that financial planners can add .45% of value by recommending low-cost index options and .35% for rebalancing. Hopefully, by reading this post, you improved your lifetime annual returns by 0.80% per year. Cheers, Nic #National401kDay

Why are both #DeFi and #TradFi fascinated by Real World Asset Tokenization❓ RWA Tokenisation leverages #blockchain technology to digitize the ownership and trading of physical assets, ranging from real estate and art to commodities and intellectual property. So why are both the Tradfi and Defi worlds so excited about it? 💃🕺Enhanced Liquidity One of the advantages of #tokenizing RWAs is the increase in liquidity it offers. By converting physical assets into digital tokens, these assets become divisible into smaller units, allowing a broader range of investors to participate. This #divisibility not only lowers the entry barriers for investment but also facilitates easier buying and selling of asset fractions. For DeFi, where liquidity is paramount, this means more fluid market conditions. TradFi institutions see this as an opportunity to unlock the value of #illiquid assets and attract a new segment of digital-savvy investors 🕺💃Improved #Transparency and #Security Blockchain provides an #immutable ledger for recording transactions. This transparency is crucial for both DeFi and TradFi as it ensures that the ownership and history of assets are easily verifiable and free from manipulation. Moreover, the use of #smartcontracts automates many aspects of the asset management process, including compliance and rights enforcement, further enhancing security and reducing fraud 💃🕺Cost Reduction and Operational Efficiency Tokenization streamlines various processes by eliminating the need for intermediaries, thereby reducing transaction costs and operational complexities. For DeFi, which inherently operates without central authorities, tokenization reinforces its #ethos of efficiency and minimal human intervention. TradFi institutions are captivated by the potential #costsavings and the possibility of faster transaction times. 🕺💃 Democratization of Finance Tokenization #democratizes access to investment opportunities by enabling global participation. This aligns well with the DeFi principle of financial #inclusivity and appeals to TradFi markets looking to expand their customer base beyond traditional boundaries. The global reach also (arguably) enhances the #stability and #resilience of financial markets. 💃🕺Accelerates #Regulatory Evolution and #Innovation Adoption As regulators begin to understand and appreciate the benefits of tokenization, there has been a gradual shift towards creating a favorable #legal frameworks. TradFi players are encouraged by clearer regulations for the tokenization space. Meanwhile, DeFi platforms are leveraging these regulatory advancements to gain legitimacy and acceptance. The fascination with RWA tokenization by both DeFi and TradFi sectors is driven by its #transformative potential as shared above. As technology progresses and regulatory environments adapt, the integration of tokenization will heralding a new era of innovation and collaboration in the financial world. #digitalassets #crypto #fintech

The Paradox of Financial Markets: Moorad Choudhry's Key Insights One of the most intriguing characteristics of financial markets is how demand behaves in response to price movements. As Moorad Choudhry explains in The Future of Finance (2010): “Consider the following peculiar and virtually unique feature of financial markets: it is the only industry in which rising prices lead to higher demand. In almost every other industry, such as automobiles, energy, airline tickets, white goods, and a whole host of other sectors, holding all else equal, if the price of the product goes up demand will fall. This isn’t so in finance. Here, people treat rising asset prices differently: rising prices lead to increased demand! As equity or house prices rise, more and more customers, the investors, pile into the product. When prices fall, investors pull out, often at a loss. Financial assets are the only asset class where rising prices lead to increased demand. This paradox of finance fuels market booms and busts.” (Choudhry, 2010, p. xxi) This phenomenon—where rising asset prices attract more buyers rather than deterring them—contrasts sharply with traditional supply-demand dynamics. In financial markets, the allure of rising prices often feeds a self-reinforcing cycle of increased demand, speculative behaviour, and heightened market activity. Conversely, falling prices frequently trigger widespread selling, magnifying losses and exacerbating downturns. The behavioural underpinnings of this paradox, including herd mentality and fear of missing out, are significant drivers of market volatility. Understanding these patterns is essential for investors, as they can lead to irrational exuberance during booms and panic selling during busts. This insight reminds us of the importance of disciplined decision-making and prudent risk management in navigating financial markets, which are often influenced as much by human psychology as by economic fundamentals.

Real World Assets (RWAs)- The Practitioner's Guide Tokenizing Finance: From Theory to Real-World Adoption 1️⃣ From Crypto to Capital Markets - Bitcoin proved digital scarcity; Ethereum added programmability; stablecoins unlocked scale. Now, tokenised assets connect DeFi to the $20T+ traditional capital markets. 2️⃣ Stablecoins as the On-Ramp - With ~$280B in circulation, they’re the backbone of on-chain settlement and the first truly successful Real-World Asset (RWA). 3️⃣ Institutional Credibility Arrives - BlackRock’s BUIDL, Franklin Templeton’s BENJI, and Fidelity’s FDIT have moved billions on-chain, showing tokenization is no longer experimental. 4️⃣ Liquidity Remains the Bottleneck - Most tokenised Treasuries still rely on issuer redemptions rather than secondary trading. True 24/7 liquidity is the next unlock. 5️⃣ The Future Operating System of Finance - Tokenisation isn’t just digitization — it’s a full re-architecture of market plumbing: instant settlement, programmable assets, and borderless collateral mobility. Real-Life Example - BlackRock’s BUIDL fund hit $500M in months — the world’s largest asset manager issuing fund shares as Ethereum tokens. Why It Matters - Every new dollar of tokenised assets is backed by real capital — not speculative creation. This is finance evolving from closed databases to composable software. The prize? Faster markets, broader access, and programmable trust. What Happens Next Expect convergence between stablecoins, tokenised Treasuries, and DeFi. The winners will be those who deliver liquidity, compliance, and interoperability — making finance truly 24/7 and borderless. Nice work Rebank, Fintech Blueprint, Libeara, Tokenized Asset Coalition, Multiliquid by Uniform Labs

Understand ESOPs before you fall for it. 🤔 What no one ever told me 10 years ago until I learnt myself 👇 If you're a young professional joining a startup and are being promised less salary in lieu of a high ESOP, potentially promising a huge upside. i.e., if a founder suggests you to take a small salary for now and that you're getting a lot of stocks, which will make you win big money in the long run..... -- here's what you need to know. 👇 Salary and ESOP have ZERO connection. 🎯 ESOPs are not given (for free). ❌ You buy it. By paying for it at a lower cost. It's like buying something at a early bird discount. Here's how it works: First the upside --> Let's say you hold 10k stocks. Now, if the company goes public or raises more capital by diluting the shares. You get to sell your stocks at the price at that moment. You make decent money. 💰💰 But here's what no one tells you or educates you on. 🤦🏻♂️ ESOP doesn't mean the company is giving you equity or stocks that you can cash in later. If you expect stocks to be given to you, you're looking for RSUs -- Restricted Stock Units. RSUs are restricted stocks that employees receive as compensation and can be sold after a vesting period or upon achieving specific milestones. Now back to ESOPs. ESOPs mean the company is giving you the option to buy at a lower price (based on stock value when you buy) in the early stages. It's still a blind bet you are taking by investing in the company. It's like if you're investing in the company in some way to get some skin in the game. And as long as you hold the stocks, you pay tax for it annually. Realistically, there's a good chance that it can be a sunk cost forever. ESOP is NOT an alternative to salary. ❌ If someone includes your ESOP as part of your CTC -- it's not right. It means you're being taken for a ride. 🤯 ➡️ It's not a cost to company. ➡️ It's a cost that goes out of your pocket. ➡️ It's taxable for you. It's like you buying a property in hope of selling it some day and you paying property tax as long as you hold it. I hope this post helps a lot of young professionals understand the basics before they buy into things.

Most people see M&A as a straight line: LOI → Diligence → Close → Integrate. That’s not how deals actually work. Deal success comes from managing three interconnected levers. A concept I learned from Carlos Cesta,  and they’re in a constant feedback loop: 1️⃣ Deal Structure: How you pay and align incentives (cash, equity, earnouts, escrows). Defines who holds risk, how much control you have, and post-close alignment. 2️⃣ Due Diligence: What you uncover and your ability to validate it. Findings shift your comfort level with price, structure, and integration speed. 3️⃣ Integration Strategy: Your blueprint for combining people, go-to-market, and systems. The speed, depth, and sequencing directly impact value capture. Here’s the kicker: Change one lever and the other two have to adjust. Example – shaky revenue forecast?  ➡ Move to a contingent earnout (structure)  ➡ Slow down or phase integration (strategy) Buyer-led M&A™ is about running this loop intentionally: testing assumptions, making trade-offs, and keeping all three levers in sync to engineer success. Don’t manage M&A like a checklist. Manage it like a system.