Showing posts with label venture capital. Show all posts
Showing posts with label venture capital. Show all posts

Sunday, August 8, 2021

Learnings from Charlie Munger on Capital Allocation

 1. “Proper allocation of capital is an investor’s number one job.” Capital allocation is not just the number one job of an investor but of anyone involved in any business. This is a core part of why Buffett and Munger say that being an investor makes you a better business person and being a better business person makes you a better investor. Making capital allocation decisions is core to any business, including a hot dog stand. Everyone must decide how to deploy their firm’s resources. Michael Mauboussin and Dan Callahan describe the core task in allocating capital simply: “The net present value (NPV) test is a simple, appropriate, and classic way to determine whether management is living up to this responsibility. Passing the NPV test means that $1 invested in the business is worth more than $1 in the market. This occurs when the present value of the long-term cash flow from an investment exceeds the initial cost.” Of course just passing the NPV test is not enough since the investor or business person’s job to seek the most attractive opportunity of all the opportunities that are available. Building long-term value per share is the capital allocator’s ultimate objective. Buffett puts it this way: “If we’re keeping $1 bills that would be worth more in your hands than in ours, then we’ve failed to exceed our cost of capital.”

2. “It’s obvious that if a company generates high returns on capital and reinvests at high returns, it will do well. But this wouldn’t sell books, so there’s a lot of twaddle and fuzzy concepts that have been introduced that don’t add much.” Munger is not a fan of academic approaches to capital allocation. He would rather keep the analysis simple. One issue that concerns both Buffett and Munger is that many CEOs arrive in their job without having sound capital allocation skills. The jobs that they have had previously in many cases do not provide them with sufficient capital allocation experience. Buffett has written: “Most bosses rise to the top because they have excelled in an area such as marketing, production, engineering, administration or, sometimes, institutional politics.” The best way to learn to wisely allocate capital is to actually allocate capital and get market feedback on those decisions. Allocating capital requires judgment and the best way to have good judgment is often to have experienced some effects of bad judgment. This lack of capital allocation experience can create problems since many people tend to focus on short-term stock prices and quarterly results. Munger believes that if an investor or CEO focuses on wise capital allocation and long term value the stock price will take care of itself.


3. “In the real world, you uncover an opportunity, and then you compare other opportunities with that. And you only invest in the most attractive opportunities. That’s your opportunity cost. That’s what you learn in freshman economics. The game hasn’t changed at all. That’s why Modern Portfolio Theory is so asinine.” “It’s your alternatives that matter. That’s how we make all of our decisions. The rest of the world has gone off on some kick — there’s even a cost of equity capital. A perfectly amazing mental malfunction.” “I’ve never heard an intelligent discussion on cost of capital.” Munger has on several occasions expressed his unhappiness with academic approaches to finance. Buffett describes their approach as follows: “Cost of capital is what could be produced by our 2nd best idea and our best idea has to beat it.” All capital has an opportunity costs – what you can do with the next best alternative. If your next best alternative is 1%, it is 1% and if it is 10% it is 10%, no matter what some formula created in academia might say. Allocating capital to a sub-optimal use is a mis-allocation of capital. As an example, if you are a startup founder and you are buying expensive chairs for your conference room the same process should apply. Is that your best opportunity to deploy capital? Those chairs can potentially be some of the most expensive chairs ever purchased on an opportunity cost basis. I have heard second hand that if you drive an expensive sports car Buffett has in the past on the spot calculated in his head what your opportunity cost is in buying that car versus investing.


4. “We’re guessing at our future opportunity cost. Warren is guessing that he’ll have the opportunity to put capital out at high rates of return, so he’s not willing to put it out at less than 10% now. But if we knew interest rates would stay at 1%, we’d change. Our hurdles reflect our estimate of future opportunity costs.” “Finding a single investment that will return 20% per year for 40 years tends to happen only in dreamland.” The current interest rate environment is a big departure from the past. Andy Haldane has pointed out that interest rates appear to be lower than at any time in the past 5,000 years. These very low interest rates driven by a “zero interest rate policy” or ZIRP have created new challenges for investors and business people. One issue that seems to exists today is a stickiness of hurdle rate at some businesses. Hurdle rates that were put in place in the past may not be appropriate in today’s world. Buffett has said: “The real test is whether the capital that we retain generates more in market value than is retained. If we keep billions, and the present value is more than we’re keeping, we’ll do it. We bought a company yesterday because we thought it was the best thing that we could do with $3 million on that day.” In 2003 Buffett said: The trouble isn’t that we don’t have one [a hurdle rate] – we sort of do – but it interferes with logical comparison. If I know I have something that yields 8% for sure, and something else came along at 7%, I’d reject it instantly. Everything is a function of opportunity cost.” Warren also recently said that he wasn’t just going to buy using today’s very low rates just because they were his current best opportunity. These sorts of questions are very hard to sort out given the economic environment we are in now is new. The last point Munger makes is that when someone promises you a long term return of something like 20% for 40 years hold on to your wallet tightly and run like the wind.


5. “There are two kinds of businesses: The first earns 12%, and you can take it out at the end of the year. The second earns 12%, but all the excess cash must be reinvested — there’s never any cash. It reminds me of the guy who looks at all of his equipment and says, ‘There’s all of my profit.’ We hate that kind of business.” Munger likes a business that generates free cash flow that need not be reinvested and not just an accounting profit. Some business with an accounting profit require that you reinvest all or nearly all of any cash generated into the business and Munger is saying businesses like this are not favored. Coke and See’s Candies are attractive businesses based on this test. Airlines by contrast are not favored. Munger calls an airlines “marginal cost with wings.” Munger is also not a fan of creative accounting’s attempt to hide real costs: “People who use EBITDA are either trying to con you or they’re conning themselves. Interest and taxes are real costs.” “I think that, every time you see the word EBITDA, you should substitute the word ‘bullshit’ earnings.” Buffett says: “Interest and taxes are real expenses. Depreciation is the worst kind of expense: You buy an asset first and then pay a deduction, and you don’t get the tax benefit until you start making money.”


6. “Of course capital isn’t free. It’s easy to figure out your cost of borrowing, but theorists went bonkers on the cost of equity capital.” “A phrase like cost of capital means different things to different people. We just don’t know how to measure it. Warren’s way of describing it, opportunity cost, is probably right. The answer is simple: we’re right and you’re wrong.” “A corporation’s cost of capital is 1/4 of 1% below the return on capital of any deal the CEO wants to do. I’ve listened to many cost of capital discussions and they’ve never made much sense. It’s taught in business school and consultants use it, so Board members nod their heads without any idea of what’s going on.” Berkshire does not “want managers to think of other people’s money as ‘free money’” says Buffett, who points out that Berkshire imposes a cost of capital on its managers based on opportunity cost. One thing I love about this set of quotes is Munger admitting that Buffett is only “probably” right and that they don’t know how to measure something others talk about. It indicates that Munger is always willing to consider that he is wrong. While he has said that he has a “a black belt in chutzpah,” he has also said that if he does not overturn a treasured belief at least once a year, it is a wasted year since it means he is not always looking hard at whether his beliefs are correct. In his new book Superforecasting, Professor Philip Teltock might as well have been writing about Charlie Munger when he wrote: “The humility required for good judgment is not self doubt – the sense that you are untalented, unintelligent or unworthy. It is intellectual humility. It is a recognition that reality is profoundly complex, that seeing things clearly is a constant struggle, when it can be done at all, and that human judgment must therefore be riddled with mistakes.”


7. “We’re partial to putting out large amounts of money where we won’t have to make another decision.” Attractive opportunities to put capital to work at high rates of return don’t come along that often. Munger is saying that if you are a “know something investor” when you find one of these opportunities you should load up the truck and invest in a big way. He is also saying that he agrees with Buffett that their preferred holding period “is forever.” Buffett looks for a business: “where you have to be smart only once instead of being smart forever.” That inevitably means a business that has a solid sustainable moat. Buffett believes that finding great investment opportunities is a relatively rare event: “I could improve your ultimate financial welfare by giving you a ticket with only twenty slots in it so that you had twenty punches – representing all the investments that you got to make in a lifetime. And once you’d punched through the card, you couldn’t make any more investments at all. Under those rules, you’d really think carefully about what you did, and you’d be forced to load up on what you’d really thought about. So you’d do so much better.” When he finds a really great business the desire of Charlie Munger is to hold on to it. Munger elaborates on the benefits of not selling: “You’re paying less to brokers, you’re listening to less nonsense, and if it works, the tax system gives you an extra one, two, or three percentage points per annum.”


8. “We have extreme centralization at headquarters where a single person makes all the capital allocation decisions.” Centralization of capital allocation decisions at Berkshire to take advantage of Warren Buffett’s extraordinary abilities is an example of opportunity cost analysis at work. Why allow your second best capital allocator or 50th best do this essential work? Here’s Buffett on his process: “In allocating Berkshire’s capital, we ask three questions: Should we keep the capital or pay it out to shareholders? If pay it out, then you have to decide whether to repurchase shares or issue a dividend.” “To decide whether to retain the capital, we have to answer the question: do we create more than $1 of value for every dollar we retain? Historically, the answer has been yes and we hope this will continue to be the case in the future, but it’s not certain. If we decide to retain and invest the capital, then we ask, what is the risk?, and seek to do the most intelligent thing we can find. The cost of a deal is relative to the cost of the second best deal.” As was noted in the previous blog post in this series, nearly everything else other than capital allocation and executive compensation is decentralized at Berkshire.


9. “We’re not going to put huge amounts of new capital into a lousy business. There are all kinds of wonderful new inventions that give you nothing as owners except the opportunity to spend a lot more money in a business that’s still going to be lousy. The money still won’t come to you. All of the advantages from great improvements are going to flow through to the customers.” This is such an important idea and yet it is often poorly understood. Many investments in a business are only going to benefit customers because the business has no moat. In economic terminology, the investment produces all “consumer surplus” and no “producer surplus.” Some businesses must continue to plow capital into their business to remain competitive in a business that is still going to deliver lousy financial returns. Journalists often talk about businesses that “earn” some amount without noting that what they refer to is revenue not profit. What makes a business thrive is profit and absolute dollar free cash flow. One thing I am struck by in today’s world is how hard nearly every business is in terms of making a significant genuine profit. The business world is consistently hyper competitive. There is no place to hide from competition and potential disruption. If you have a profit margin, it is someone else’s opportunity. Now more than ever. People who don’t think this contributes the inability of central banks to create more inflation are not living in the real business world.  Making a sustained profit in a real business is very hard.


10. “I don’t think our successors will be as good as Warren at capital allocation.” There will never be another Warren Buffett just as there will never be another Charlie Munger. But that does not mean you can’t learn from the way they make decisions, including, but not limited to, capital allocation decisions. Learning from others is strangely underutilized despite its huge rewards. Some of this aversion to learning from others must come from overconfidence. This overconfidence is good for society since it results in a lot of intentional and accidental discovery. But at an individual level it is hard on the people doing the experimentation. Reading widely about how others investors and business people approach capital allocation is wise. As an example, Howard Marks and Seth Klarman are people who have learned from Buffett and Munger and vice versa. Having said that, we are all unique as investors. There is no formula or recipe for successful investing. But there are approaches and processes that are far more sound than others that can generate an investing edge if you are willing to do the necessary work. These better decision making process are applicable in life generally. If you are not willing to do the work that an investor like Munger does in his investing, you should buy a diversified low cost portfolio of index funds/ETFs. A dumb “know nothing investor” can transform themselves into a smart investor by acknowledging that they are dumb. Buffett calls this transformation from dumb to smart of they admit they are dumb an investing paradox.


11. “All large aggregations of capital eventually find it hell on earth to grow and thus find a lower rate of return.” Munger is saying that the more assets you must manage the harder it is to earn an above market return. Putting large amounts of money to work means it takes more time to get in and out of positions and for that reason it becomes hard to effectively invest in relatively smaller opportunities. Buffett puts it this way: “There is no question that size is an anchor to performance. We intend to prove that up to the point that it really starts biting. We can’t earn the same returns on capital with over $300 billion in market cap. Archimedes said he could move the world with a long enough lever. I wish I had his lever.”


12. “Size will hurt returns. We can only buy big positions, and the only time we can get big positions is during a horrible period of decline or stasis. That really doesn’t happen very often.” There are times when Mr. Market turns fearful and huge amounts of capital can be put to work even by Berkshire as was the case in 2008. To be able to take advantage of this requires that the investor (1) be patient and (2) be aggressive when it is time. Jumping in when things are falling apart takes courage. Not jumping is during a period of investing frenzy takes character. Bill Ruane believes: “Staying small in terms of the size of fund is simply good business. There aren’t that many great companies.” The bigger the fund the harder it is to outperform. Bill Ruane famously closed his fund to new investors to be “fair” to his clients. 

In terms of an example of outperforming during what for others was a horrible time, the following example of Munger in action below speaks for itself. Bloomberg wrote at the time: “By diving into stocks amid the market panic of 2009, Munger reaped millions in paper profits for the Daily Journal. The investment gains, applauded by Buffett at Berkshire Hathaway’s annual meeting in May, have helped triple Daily Journal’s own share price. While Munger’s specific picks remain a mystery, a bet on Wells Fargo (WFC) probably fueled the gains, according to shareholders who have heard Munger, 89, discuss the investments at the company’s annual meetings. ‘Here’s a guy who’s in his mid-80s at the time, sitting around with cash at the Daily Journal for a decade, and all of a sudden hits the bottom perfect.’”

Munger having the necessary cash to do this investment in size at the right time in 2009 was not accidental. You don’t have the cash at the right time by following the crowd. As Buffett points out holding cash is not costless: “The one thing I will tell you is the worst investment you can have is cash. Everybody is talking about cash being king and all that sort of thing. Cash is going to become worth less over time. But good businesses are going to become worth more over time.” That available cash was a residual of a disciplined buying process focused on a bottoms-up analysis by Munger of individual stocks. His ability to do this explains why he is a billionaire and we are not.



Sunday, March 8, 2020

Coronavirus - Flatten the curve

Is America headed down Italy's path ? Italy healthcare system is crashing !! 

Context

I published a post 1 week back(on March 1) claiming that California Coronavirus cases will go from 0->100 in a week(by March 8). I also published another post comparing this Coronavirus situation to a "Black Swan Event". Needless to say that it has happened. I am very sad that some of the predictions came true because this involves some ones wife/husband/son/daughter that fell sick. I am super sad and more worried about the one that did not.

Recap :

  1. 100 cases in california - True (currently 105)
  2. Clusters of infected areas evolve - True (King County in Seattle, Santa Clara in bay area, NYC are all clusters)
  3. Some town in the west coast gets quarantined - False

What is the goal of this post? 

I can make further predictions from hereon

  1. Santa Clara county in Bay area alone will have 100 cases by next week given it has 25 now
  2. UK will cross 500 cases by next week given it has 200 cases at the time of this writing
  3. NYC will have 400 cases by next week
  4. Washington will have 500 cases by next week
  5. California will have 400 cases by next week
I hope you all understood what exponential growth looks like. 

This post is not about further predictions that went right. It is about the prediction that did not go right - some town in the west coast gets quarantined. Why did I get it wrong and what should be our way at preventing this catastrophe. But before we get there, lets see how this week went and some disclaimers.

What is explicitly not the goal of this post?

The goal is not to create panic. I strongly believe that when it comes to public health, honesty is better than hope. 


Disclaimers

Like I wrote in my last post, these are not my employers views. I am no expert in biology or rather in anything. I think nobody knows what is going on right now. I know a thing or two about startups and have seen some hockey stick curves in the past. That said, there are lot of false news on the internet. Use your judgement. Don't use this post or anything on my blog for any material decision in your life before doing your due diligence. 


How did the week go and what did I learn ? 

On March 1, I claimed in my blog that Coronavirus is growing exponentially with a CFR(Case Fatality of 3.4%)  and I urged people to take this seriously and WFH,not take trains, avoid public gatherings, etc to protect themselves, their families and their community. This blog has been widely shared after that and lot of the readers have taken some of this to heart. I am overwhelmed by your response. This post is for those people. This is for those who fought back when some one said "this is just a flu", "only the old or people with underlying conditions are dying".

Learnings and worries

  1. At the time of that writing, I was not completely aware how ill-prepared the CDC was and that they were testing 100 people per day. UWash has come up with new testing kits in the mean time which are testing samples at ~7% on average. But we are still far from full testing capacity across the US. This is the biggest point of concern.  In last 10 days Italy diagnosed 95% of total cases they now report; South Korea 85%. 2 weeks ago, Italy had just 9 cases. 7 weeks ago, China reported 50 cases. The point: once the epidemics are discovered, they’ve been underway. I fear we will find a lot more cases in the US in the coming week, hoping that we raise our game in testing. I just hope that the US learns and can turn this graph around. 
  2. Past recessions have looked like Financial Loss -> Job Loss -> Depression -> Health Loss. This time, it may be different. It may look like Health Loss due to coronavirus -> Depression -> Job Loss -> Healthcare loss -> Financial Loss. Basically, things may happen in the reverse order. Given American's have no sick leaves and a lot of them are underinsured or dependent on their job for insurance, they are the most vulnerable. 
  3. If you had a hard time understanding what exponential growth looks like from my post, here is a much more explicit breakdown. The calculations may be off by days or weeks, but hope you get the point about why this discussion is so important for public health.
  4. India is right in the early phases of the spread and it is home to more than a billion people. I am very worried at this stage about how things will pan out in the next 2 weeks. I hope to be wrong, but if India also reaches 100 cases by next week, things could get really bad. 

Recommendations

  1. As you may have heard Italy is about to quarantine 10 million people in Lombardy. At this point our goal should be to reduce the total number of cases at the peak of the epidemic. Besides quarantine, there are several measures : reduce public transport, cancel public events, stop non-essential travel, stop gyms, move schools to online classes being some. Here are the CDC guidelines on preventing community spread. 
  2. Our healthcare system is going through a denial of service (DOS) attack. This is what delaying/reducing it may look like from the economist
  3. This is the first epidemic that the world is facing in the time of social media. Some social/medical/mental health implications beyond the disease from Ground Zero in China .
A chart from how the situation in italy looks like

Some other readings 

Hope

  1. The fact that some of the companies have declared WFH, lot of the companies have cancelled conferences are a positive step towards reducing that R0 and reducing that spread. We need to aggressively quarantine cities and reduce that R0 and reduce the load on the healthcare system to mitigate the disease. I dont want to introduce complacency in this post, this is as bad as it gets.
  2. I hope some of the secondary predictions I make here in the post are actually wrong and the government can mitigate using some of the strategies mentioned here. 

Thursday, March 5, 2020

Coronavirus - The Black Swan of 2020

What is a black swan ?

Here is the investopedia definition : A black swan is an unpredictable event that is beyond what is normally expected of a situation and has potentially severe consequences. Black swan events are characterized by their extreme rarity, their severe impact, and the practice of explaining widespread failure to predict them as simple folly in hindsight.

The concept was highly popularized by Nassim Taleb's book

On March 1st, I published a blog post predicting the massive outbreak in california and particularly the west coast. Washington has evolved as the epicenter of USA. That article looks very prescient now.

I stated in the article
The disease has a R0 of ~2.5, that means that 10 affected people will spread it to 25 people. R0 is a measure of how infectious a disease is and is heavily used for planning strategies to mitigate the spread(R0 calculation is an ongoing task here and it lies between 2 and 3.5). This is what makes it an exponential rate of increase
Paul Graham, VC investor and the co-founder of startup accelerator firm Y-combinator also tweeted yesterday
This is similar to catch a lightening in a bottle and indeed very hard to explain outside the startup world. Very few people understand the power of compounding.

This is what also explains why the government response has been bungled, our testing kits have lacked in numbers. In-spite of a headstart from china and other countries, our preparation and response has been tepid. This is what makes it a black swan.
Black swan events are characterized by their extreme rarity, their severe impact, and the practice of explaining widespread failure to predict them as simple folly in hindsight.
Before talking further, customary disclaimer and warning. I want to emphasize I dont know how good/bad it will get from here and how sharp/shallow the coming downturn will look like. This is not investment advice. Use your own judgement. The world is uncertain and I am just talking about some possibilities. I might be wrong.

Now that we have a blackswan event, how is the investment community(Venture Capital and Hedge Funds) reacting

Venture Capital

  1. Sequoia capital, the legendary silicon valley VC firm published the blog post - coronavirus the black swan of 2020. This is eerily reminiscent of 2008 presentation that sequoia capital did before the depths of the housing and financial crisis, RIP Good times. Does that ring a bell ? Yes, this time it is different. 
  2. Some of the key points from Sequoia's black swan presentation
      • It will take considerable time — perhaps several quarters — before we can be confident that the virus has been contained. It will take even longer for the global economy to recover its footing. Some of you may experience softening demand; some of you may face supply challenges.
      • It will take considerable time — perhaps several quarters — before we can be confident that the virus has been contained. It will take even longer for the global economy to recover its footing. Some of you may experience softening demand; some of you may face supply challenges.
Hedge Funds

Like with any downturn, some firms will be more impacted than others. The legendary hedge fund investor, Ray Dalio published the blog post : My thoughts on coronavirus. Ray Dalio has a net worth of ~$18.7 billion and is the founder and chairman of Bridgewater Associates with approximately $160 billion AUM. Here are his thoughts on the market impact section - 

The world is now leveraged long with a lot of cash still on the sidelines—i.e., most investors are long equities and other risky assets and the amount of leveraging that has taken place to support these positions has been large because low interest rates relative to expected returns on equities and the need to leverage up low returns to make them larger have led to this. The actions taken to curtail business activities will certainly cut revenues until the virus and business activity reverse which will lead to a rebound in revenue. That should (but won’t certainly) lead to V- or U-shaped financials for most companies.  However, during the drop, the market impact on leveraged companies in the most severely affected economies will probably be significant. We will show you what that looks like shortly. My guess is that the markets will probably not distinguish well between those which can and cannot withstand well the temporary shock and will focus more on their temporary hit to revenues than they should and underweight the credit impact—e.g., a company with plenty of cash and a big temporary economic hit will probably be exaggeratedly hit relative to one that is less economically hit but has a lot of short-term debt. 
Additionally, it seems to me that this is one of those once in 100 years catastrophic events that annihilates those who provide insurance against it and those who don’t take insurance to protect themselves against it because they treat it as the exposed bet that they can take because it virtually never happens.  These folks come in all sorts of forms, such as insurance companies who insured against the consequences that we are about to experience, those who sold deep-out-of-the-money options planning to earn the premiums and cover their exposures through dynamic hedging if and when the prices get near in the money, etc. The markets are being, and will continue to be, affected by these sorts of market players getting squeezed and forced to make market moves because of cash-flow issues rather than because of thoughtful fundamental analysis.  We are seeing this in very unusual and fundamentally unwarranted market action. Also, what’s interesting is how attractive some companies with good cash yields have become, especially as many market players have been shaken out. 

Ray Dalio doesnt say that this is a black swan but uses the words
it seems to me that this is one of those once in 100 years catastrophic events

Bill Gates 

Bill Gates is the founder of Microsoft and the second richest person in the world at the time of this writing. Rather than debate whether to allow WFH policies or not, he is spending his time helping the world become a better place. I highly recommend watching his TED talk from 4 years back where he states how the world is ill-prepared to fight the next outbreak.


If it is not clear why all the above is a problem, it is going to create huge pressure on the healthcare system, the health of the population, lost productivity, supply side pressure due to factory shutdowns, lost demand because of cancelled travel, vacations, business trips etc.

Conclusion

The goal of this blog is not to give investment/life advice, but to educate the community in terms of what is going on. Hope you are able to learn from some of the stalwarts of the VC and hedge fund industry and take the best of decisions in terms of health and investments for yourself and your family. 

Friday, February 21, 2020

Build vs Buy Tradeoffs as Managers

Cultural Tradeoffs
A lot of the companies in the valley have a strong sense of purpose backed by a mindset of innovation and research. Fear of being outmaneuvered by the next startup or not being able to on top of the latest industry trends may be some of the underlying deep rooted reasons. This spurs innovation, new research keeps happening, engineers and scientists keep publishing papers and patents. Like any completion funnel, some of these research ends up getting productized leading to revenues and the virtuous cycle of investment on in-house research keeps going on. Some other advantages of building in house and open sourcing
  • Brand building
  • Leverage open source community
  • Engineering recruiting
  • Innovation and product development
  • Strategic value development

This is all great. But there are always two sides to the same coin. Taken too far, this leads to the Not Invented Here(NIH) syndrome. The deep rooted fears behind this may be ingrained in the organization : defensive mindset, lack of objectivity, tribal territorial fear, touch of arrogance, complacency. NIH has several side effects like : "re-inventing the wheel", huge recurring maintenance costs, loss of focus as an organization, weak prioritization and goal setting, increasing costs.

Corporate Examples
At the time of this writing(2019-early 2020), companies blinded by "Capital as a moat" strategy pursued by VCs(read softbank), are subject to these states of dysfunctions. The typical path of misfortune while building for the wrong problems looks like : founder raises ton of money -> head count -> hiring ramps up to show growth and progress to the VCs -> NIH syndrome -> build everything -> engineers love this as they have opportunity to grow -> more senior engineers needed -> team grows -> managers get bigger teams -> becomes senior manager. This kind of bloat doesn't end well. As Warren Buffet calls it, "Only when the tide goes out you know who is swimming naked".

From internal conversations with Googlers, I feel Google was also plagued by NIH from 2010-2014. During this phase, there was a culture of arrogance that Google has the best technology and scale and they didn't even treat AWS as meaningful threat. They practically missed the essence of AWS and software as a service. This is why AWS had a huge headstart even though this was playing out in the public markets and everyone was aware of what AWS was building.

What can manager's do
As managers it is super important to be aware of the state of the company/organization/team relative to both external and internal technology/products. We need to make sure that the pendulum doesn't swing too far in either direction. As managers, raising capital(VC money/head count) is important, but it is also super important to ruthlessly prioritize and build the right products and the right culture within the teams.

Exercise for the readers : Often times companies make big acquisitions. Only some of the times are these acquisitions successful and the acquired company is successfully integrated into the mothership. What are strategies behind these successes with examples. Please leave your thoughts in comments. 

Sunday, March 31, 2019

Asset Relativity (Bay area housing vs Tech stock Index)



Last week a16z released a very interesting article on the correlation between bay area housing prices and high flyers of the last decade, Google and Apple stock prices. The conclusion was pretty clear as Bay area houses have become cheaper compared to not only Google and Apple stock, but also a tech stock index comprised of top tech companies in the bay area. To note, a lot of these companies provide equity based compensation for their employees who are buying houses in the bay area.

This article extends the thesis to QQQ which is the Nasdaq top 100 index.

The top 5 companies in QQQ are MSFT, APPL, GOOGL, AMZN and FB, all of which has atleast one engineering office in the bay area. These also are prime drivers of the thesis "Software eats the world".

Any common man without the ability to pick the winners in the tech index suggested by a16z could simply invest in QQQ index fund and have reaped the same results.

Disclaimer : The content is provided for information purposes only and should not be used as legal, investment or tax advice. The author bears no liability for how this information is used and the outcome thereof.






Network effects and social networks

In the last post, we studied what network effects are and how it works for Uber. In this post, we will look at another way of thinking about network effects and how it works for social networks.

“Network effects are tricky and hard to describe but fundamentally turn on the following question: Can the marketplace provide a better experience to customer “n+1000” than it did to customer “n” directly as a function of adding 1000 more participants to the market? You can pose this question to either side of the network – demand or supply. If you have something like this in place it is magic, as you will get stronger over time not weaker.” Bill Gurley

How does network effects work for social networks ?
Social networks demonstrate the strongest network effects. If all of your friends are in a social network, you are going to join the same. You will gain value from the presence of the friends and from the connections with them. So the user acquisition cost for the social network goes down, the users who join produce content and value and the supply side dynamics get better and better. As more and more users join the social network, it becomes stronger and stronger as a network compared to other networks. This was one of the fundamental reason why Facebook grew beyond other social networks. Facebook also aligned their growth teams to solve for this problem. They tracked a metric where any new user on Facebook would be connected to 10 of their friends within the first 14 days. Facebook realized if this happened then the probability that the user would churn would go down significantly. 

This phenomenon described above doesn't just hold true for social networks. This also holds for other kinds of networks like phone networks at&t. We will discuss the origin of network effects and the first time it was covered in literature in a future blog post. 



References
1. Network effects and critical mass

Top 5 must read Venture Capital (vc) and tech investing blogs



  1. Andresson Horowitz - a16z
  2. Benedict Evans
  3. My personal favourite is Ben Thompson's stratechery
  4. Paul Graham's essays - co-founder of Y-combinator
  5. Bill Gurley's above the crowd - Bill was the lead analyst in the Amazon IPO and an early investor in Uber through Benchmark capital. 
  6. Adam Hartung's blog
  7. Scott Galloway
  8. Fred Wilson's vc blog
  9. Patrick Collision's blog
  10. Sriram Krishnan's blog
2020 Updates
  1. Union Square Ventures - As we know it that mobile is hitting the top end of the S curve. There are 5.5 billion adults in the US and 4 billion people already have a mobile phone. Like mainframes(IBM), personal computers(Microsoft), web(Google), mobile(Apple) each of the paradigms reach a state of stable growth rather than disruption. We are in a phase where VCs are looking for a new paradigm. I am adding Union Square Ventures to this reading list because they are long crypto and view that crypto could be that new paradigm. 
  2. List of blog posts for entrepreneurship crash course
  3. Alex Danco's blog - ex Social Capital
  4. Steve Sinofsky's blog covering Apple

What is network effects and how does it apply to Uber

One of the fundamental investment mental models in silicon valley and for evaluating startup investments is network effects.

What is network effects ?
“When the value of a product to one user depends on how many other users there are, economists say that this product exhibits network externalities, or network effects.” Carl Shapiro and Hal Varian

Examples of network effects :
1. Two sided marketplaces like eBay, Amazon, Uber
2. Social networks like Facebook

How does network effects work for companies like Uber ? 
In order to build two sided marketplaces like eBay and Uber, there has to be supply side liquidity and demand side needs. Supply side liquidity means more drivers on the platform. More drivers will attract riders (demand side needs) due to lower pickup times. As more riders come on the platform, driver earning potential will increase. Driver utilization rates per hour will increase. The driver will get more rides during every hour they spend on the network which will reduce idle times and lead to better network utilization. This will drop prices, attracting more demand and more riders. This ends up becoming a positive cycle that reinforces itself and the marketplace grows. 

Creating two sided network effects is hard because of the creation of both the supply side and demand side dynamic. Hence, Uber had to spend some money on fixing the cold start problem. At the same time, it is equally hard to kill two sided marketplaces because of the same reasons. For the driver, it pays off to be in this network compared to other networks because of better utilization rates. Also it pays for the driver to be in the bigger network because the bigger network is available in less densely populated areas. Most of the competitors of Uber are present in high density areas as they are local challengers and dont have the network strength to challenge in the outskirts. For the rider, it pays of to use the Uber network due to cheaper prices, lower wait times and better utilization rates in both dense and not so dense areas.

In the future articles, I will
  • compare this with network effects in other companies like FB, Amazon
  • how uber is strengthening the supply side and building a defensible moat over it


References
1. All about network effects
2. How to measure network effects

Books I am reading