Friday, January 22. 2010Paul, Fred and Carlos - The System Dynamics of the VC industrySystem Dynamic Model of VC industry by Carlos Yepes (see text) Paul Kedrosky and Fred Wilson have been in furious agreement - it seemed to me - about the restructuring of the VC industry. Last year they both opined that the VC industry was too big - Paul came at it from the angle of lousy returns over the decade implying that the industry was economically ineffective, Fred noted that the industry was chasing too few good deals with too much money. Today the both wrote new posts on the topic (Paul's here and Fred's here) Fred's worry is that silly money is coming back in: My concern is that investing went up in the second half of the year to a $5bn/quarter rate, which is $20bn run rate, a bit above the number that I think is optimal for the industry's returns. Paul's take is that VC may just be broken more than that now. Finally, is it possible that venture is just so badly broken that we have no idea what the right amount of capital is? Yes, it is possible that we could see 10x as many startups and find that it is a distribution with many local maxima, some of which are much more attractive than the current level of investing. To be honest, I would love it if that were true, because it would be wonderful for the economy, and this assuredly isn't physics -- annual outlays is not fixed like Avogadro's constant. Good luck making that case, however, to burned limited partners who have just watched an expanded venture industry deliver the worst returns in its history. Its at this point that people like me wot do strategy and game theory and system dynamics and all that stuff start to get interested in What Happens Next - what is the system dynamic of the VC industry? Instead of using my own brain I asked Google, and found the model I posted above (from a rather nice little paper by Carlos Yepez, Carlton University, Ottawa). For those who are not familiar with system dynamics, the trick is to look at the model and find out where the postive and negative feedback loops are. When this model works well, these loops are all positive - Great Entrepreneurs give VC's great opportunities (right hand loop), which allows them to create great exits (bottom left) which then informs the market for investors (top left) So, eyeballing this you can see the following is happening: Firstly, if all systems are positive then the overall system grows - but at some point it hits a limit. I agree with Carlos that the limit is the appetite for great exits by the public markets. This has now dried up, so they are now looking at trade sales, which by and large have lower exit values. At this point Carlos's model shows the bubble starts to unravel. But it takes time because... I think this is where we were in the cycle till about a year ago. Today, the Startup Promotion Engine is still in full gear (TechCrunch 50's and all the rest are GO!), but the public markets are by and large closed, and the trade market is slowing - even Google can't buy everything. So the big question is what are the Investors doing now? Eager Investors are of course herd animals, so the last of the herd is still rushing in where the Angels are scared to tread. But at some point they must decide that this is not the best game in town and the herd reverses. If that happens then supply of money dries up and you get a bust - which is what Carlos' model shows happens (He assumes a 36 month lag before the light dawns, but Paul's data implies it may be far longer). And as you may know, busts typically overcorrect themselves after bubbles. So what happens next? Firstly, I think Carlos's model of 36 months lag is too low for the Investor Herd - so the bust may take longer to materialise. There is the Great Recession factor, ie some Investors have reached their funding limits, but - in my humble opinion - this collapse will tail off slowly over a number of years and could be further ameliorated by schemes for governments to "cultivate innovation as a national priority", and tax breaks for funding startups etc etc. I expect to see lots of calls for all that over the next few years Then, if you follow the model the VC industry shrinks, but the supply of Entrepreneurs doesn't immediately. Now, if the average funding per Entrepreneur goes down (and there are a lot of signs that they need less money, for software services anyway) so the No. of deals reduces by less - but as there is less surplus in the chain the VC's have to do simpler deals to make margin, and there is likely to be massive consolidation to get operating synergies. (There is an issue here about how good VC's are at picking winners - statistically its not great, so they have to keep on with wide portfolios - but you can expect less of the obvious lemons to be funded) One option to mitigate this is for the VC industry to manage its own decline (which is why Paul floated the Cartel word methinks) but I think it will do so in a more Darwinian manner. The other option is to exit 'Net Tech and find cycles where the ROI stays higher - hence the rush for the GreenTech/CleanTech bubble but this too will pop. (I see Vinod Khosla recently started to talk about agriculture - does he know merchant banks were buying Ukrainian farms just before The Crunch?). But those options require big capital investments and people who are really good at getting things right, ie the weak VCs will die but the good ones will win, and the industry will rebuild. In about 10 years time. And then the system dynamic predicts the next bubble Wednesday, January 20. 2010The Beginning of the End of FreeConomics
Extraordinary amount of economic rationality breaking out in January 2010 among the stories I see on Techmeme right now are:
The New York Times will charge for frequent usage: Hulu - moving to "Fee", not "Free" Its not summer yet, but that's a lot of swallows. With respect to the End of FreeConomics, we hate to say we told you so, but...well, we told you so Saturday, January 16. 2010Freemium is a crutch, not a business model
We've said it over, and over .... again, even at Web 2.0 conferences and SXSW, and we've railed against others who say it is - but here are some other smart guys who note that Freemium is not a business model - the arguments are very well made in this paper> They are talking mainly about SaaS but it applies more generally - here are the key points:
• Freemium, while having both free and premium components, is most popular and well-known Or as we put it in this essay, in The Limits to Freeconomics Part IV, if you ain't paying, you ain't a customer!. It is fine as a way of getting going and making market inroad in the very early stages (a marketing tactic, as noted above), but its very risky to get hooked on it as a model. Hat tip to ZDNet for the pointer and for bringing up the subject. Friday, January 1. 20102010 New Year Resolutions
Yes, the one thing that we can absolutely predict in 2010 is that video resolution will be better
In addition there will be more features in the applications, more data richness being transferred as the average bandwidth goes up for Web Services. Nowhere will the Web Services resolution be more interesting than for The Cloud. Is it real, or a flash in the pan? History implies that people wil be very reluctant to give up all control of their own platform and applications We also expect to see the resolution of the Future of Mobile for the next (Smartphone) cycle. The iPhone started the next wave, Google is making the running, but the second shoe has not yet dropped. It remains to be seen what the Olde Industry will actually do (they have not been too impressive in response so far, but will have to sh*t or - eventually - go bust this year) The other major resolution we expect is to see is that the Future of (non Video) media will become clearer as the Freeconomic funded new models flounder due to their own growth pressures, and the Old Models finally have to restructure as they are no longer propped up by past assets. Nowhere will this be more interesting to see than if there is some clarity in Google's strategic direction. As others have pointed out, they seem to have put fingers in every pie, but its hard to work out why and where their true future direction lies - at present a lot of their activity seems to be more about spoiling tactics for other parts of the value chain by entering with (subsidised) free services. One area we've been expecting to see more resolution on is the role of Privacy in Social Media, but each year it seems the grockles happily throw away their privacy for a few more thrown sheep, However, the last few months have seen quiet a large uptick in discussion about this area, almost at Beacon levels. Hopefully 2010 will see some resolutions in this space. Anyway, with that its Happy New Year to all our Readers. I hope it is prosperous etc etc. Wednesday, December 30. 2009Paradigm shifts are for people too stupid to spot trends
I loved this line, it came from Redmonk's James Governor who says he heard it from an old Journalist. The context was that we were discussing a post from Hugh McLeod from his "Evil Plans" thoughts, entitled "don’t worry if you don’t know “absolutely everything” before starting out". I had opined to James that the risk with such heady stuff is that it may entice people to leap before they look.
I agree that it is far better to act than to do nothing, as otherwise nothing will happen. But in order to maximise the probability of success, it is a very good idea to prepare yourself and scout the ground. I thus thought that there was an opportunity to add some "Cunning" planning to one's Evil Plan. To explain, using the main points in Hugh's post i. Being an Outsider with too much Insider Knowledge, makes it even more likely that you’ll make the same mistakes as everybody else. Not So Fast, says I at this point - What Google actually did was to copy (to the point of being taken to court and forced to pay a licence in perpetuity) Overture's technology, Overture being the company that initiated online placement advertising (it was eventually bought by Yahoo). Lesson (i) of the Cunning Plan Addendum is therefore: Its actually not ok to have no Insider Knowledge, but better instead to stand on the shoulders of those who have gone before - or, in the words of the Great Lobachevsky, "Plagiarize, plagiarize, plagiarize - only please to call it Research". ii. It’s pretty much impossible to know what the big, bad world is going to do next. Hugh makes a good point here, ie there is no sense in trying to worry about far larger problems in a small business. But if I may add to this, there is also a lot of point in worrying about which way the wind is blowing, the current is flowing, the tide is turning etc - swimming against the flow is a lot harder than swimming with it. Also, while I am a fan of Taleb's book, I think that its incorrect to claim that all such big events are unpredictable. Of the above, I would argue that quite a few were being predicted at the time by people who knew the actual situation. This is where James' comment came in: Paradigm shifts are for people too stupid to spot trends So Lesson (ii) in the Cunning Plan Addendum is to make sure you understand the direction of the tides that surround the ship your dream is on, and to understand what the really smart people in the space are thinking. Some people are likely to be seeing the trends, its a question of finding them. In fact, I rather thought Hugh's approach was quite good illustrating for this: So I just put the idea out there on my blog to see if any fish would bite. And they did. A lot of them even liked the idea enough to put up money in advance, before I had spent a single penny. That's pretty cunning preparation - see if the kite flies first! iii. Interesting destinies rarely come from just reading the instruction manual. Which is true, experience is a great teacher - there are quite a few studies that show that a bad action is sometimes better than no action. Sadly, there are also examples that show a rash action is far worse than no action. For example, its a very unwise idea to go sailing around the world without learning how to swim and sail a boat first. You could do it without these skills and stay alive long enough to learn to be an old salt, but the probability of failure is far, far higher. And its probability of failure that the Cunning Planner is aiming to minimise. Let others do the headless chicken routine. So Cunning Plan Addendum lesson (iii) is to do a bit of core preparation before leaving shore - if you can't swim or sail, get some lessons or hire an experienced crewman. In other words, what core skills do you need, and how can you get them? iv. “Sometimes Paranoia’s just having all the facts.” –William S. Burroughs. Which is true - unless entrepreneurs were extremely optimistic they would never do anything new - but some understanding of the founder's discount and calculation of the risk verses the reward is a very good idea for a Cunning Planner. Venture Capitalists always want to know the size of the market you are looking at, and its not an irrational view. There is also an old saw, that you get richer supplying to rich industries than poor ones. So Cunning Plan lesson (iv) is to (as with robbing banks) go where the money is. By the way, I agree totally with the heading of this post - Paradigm shifts are for people too stupid to spot trends - in that in much of the stuff we have looked at over the last 10 years or so since I've been doing projections of future trends, there are always signs that are there early, and it is nearly always possible to imagine the correct (enough) scenario albeit assigning probabilities early is very hard (it typically becomes clearer over time though). The really hard things are: (i) predicting the when, not the what. There is a useful recent McKinsey paper in using game theory in scenario development that may be useful, I will comment on it in detail in a later post. (ii) planning for very big, very low probability events (Taleb's "Black Swans"). Many are possible, but very, very improbable so in reality you just have to ignore them for all practical purposes or you'd either do nothing or spend a ludicrous amount mitigating very unlikely events. Friday, December 25. 2009A Christmas message from Queen - the limits to digital music?Today was an interesting experience - the No. 1 son, a real* teenager, got a turntable (aka phonogram/record player) for Xmas and we duly cranked it up and listened to some vinyl records for the first time in about 20 years - among them Bo-Rhap (follow the link for music industry shortsightedness) from Queen's classic Night at the Opera album, shown above courtesy YouTube.. And the Christmas message from Queen and others is this - you can really hear the difference between digital and analog music, even on high sample rate digital tracks (and as for the low bit rate stuff that is streamed....). To be fair, Queen used higher production value than a lot of "pop" music does, but the difference in the same song between analog and digital is noticeable, the difference in effect between a finite and an infinite sampling rate. So there it is - a fascinating counter-trend to the usual Teen Scene tales: - The qualitative change from analog to digital has been a regressive step So here is a thought - there is a market emerging for quality analog music, driven by a youth market, and it cannot be disaggregated easily online (except for creating an efficient market in second hand records). A high- end in sight to digital disaggregation ? (An afterthought - quite a few of those 70's albums have "home taping is killing music" printed on the dustcovers - some things never change... although, as one of the tracks on one of those old albums noted, they "aint seen nothing yet" * As opposed to "research" teens, the subject of multiple PhD's and papers, who often seem to bear little resemblance in many ways to the "real" teens I observe daily. Sunday, December 6. 2009Popping out to Amazon......
Amazon is rumoured to be looking at opening real bricks and mortar shops in the UK:
Property landlords said that the American company, which has a market value of $59.1 billion (£35.6 billion), had launched a secret search for bricks-and-mortar stores to support its rapidly growing website. It is understood to be scouring the country for high-profile sites just as the Borders book chain is shutting up shop. Heck, if they'd been a bit quicker off the mark they could've bought Woolworths. Question is, why would an internet retailer, with all those lovely online economics, go for the cut throat world of high street retail, especially as the sector is having a tough time right now? Apparently:
I hate Argos's system! Besides, getting a whole bricks-and-mortar retail network is a heck of a price to pay when all you may need is someone who can run a decent delivery service to step in, or the Royal Mail to sort itself out from its civil war. Maybe they should get into distribution instead? Thursday, December 3. 2009How to fix the banking system by Graeme Pieterz
In the UK news today is the hullabaloo that RBS, a failed bank propped up by UK taxpayers money, wants to pay its bankers large market related bonuses to "retain the talent" (talent to do what, one may ask, given that the total value creation of the entire banking industry over the last 10 years is so massively negative that it nearly ruined the global financial system). If they do not get paid, the Board of Directors will resign ("Go on, make my day" is probably the average UK taxpayer's - and thus bank owner's - response). There has been a concerted behind the scenes PR campaign of breathtaking cheek to persuade newspapers to run items like "pay them even though it stinks", etc etc. That these bonuses are only possible because public money saved them and because they cey can only trade at current profits due to public money's de-risking effects seems to have eluded them.
Beyond this spat however is a far bigger issue, of which this is just another point of evidence - despite the bailouts of masses ($15 trillion and counting) of public money the banking leopard has clearly still not changed it spots ( like the French nobility of the 100 years war, the banks have learned nothing and forgotten nothing ), and now that it's risks are bailed out today, and in future will clearly be underpinned by public money, there is an extremely high probability that the banking system will hand over the same problem again in a few years, only far far bigger (due to said public money underpinning). (I suppose it solves the Climate Change problem though - making every global citizen into the equivalent of medieval serfs and making them work unto the 5th generation to pay back the debt will sure reduce carbon emission So what to do to prevent incipient forelock tugging villeiny? Graeme Pieterz has written a fairly concise blog post on how to fix the Banking system (you may recall his excellent "how to fix the economy" post a few weeks back), and I quote it in part below:
And bring back Glass-Steagal! Wednesday, December 2. 2009First Round, Murdoch - Google limits access
Google blinked - they have changed the system so that content publishers will be able to limit the number of articles viewers can access pages free through Google - NMA:
Interesting times. One in the eye for all the Link Economy pundits who never thought that what Google would do was that Tuesday, November 24. 2009In digital, data is the only currency - Debate
Last night there was a Debate at the House of Commons (In the Mother of All Parliaments) with the intriguing title:
"In digital, data is the only currency" It was sponsored by the IAB, and proposing it were Matt Brittin MD of Google UK and Louise Ainsworth, MD of Neilsen EMEA, and opposing were Graeme Hale MD of Interbrand and Mark Cridge, MD of Glue. Chair Cheryl Gillan MP bigged them up enough to make a Zulu Imbongi blush - marvellous fun! First Up - For - Matt Brittin This was pretty much the GoogleLitany 2.0, everything data is for the best in this best of all worlds:
First Up - Against - Graeme Hale Worries that in the real world we may have already lost the debate to Google, but let's look theoretically at what we are giving up. It was an amusing talk in the main, but the main themes were: - The world is bigger than just data, tendency is to measure what is easily measurable - misses the point Second Up - For - Louise Ainsworth This was a more nuanced view (in my view) than the Googleview, and dealt mainly with the issue that part of the resistance to data as a currency was the inability of the old order to make the necessary adjustments. She pointed out that the freeing up of data: - Drives creativity and individualism... Second Up - Against - Mark Cridge Glue Mark got down to the guts of the Real Economics of the post-data digital age: - Business is actually about generating attention - data is not enough The Peanut Gallery And then on to the Questions - actually, this is where members of the audience can get up and make a 3 minute speech themselves. The room we were in had opposing Government and Opposition benches and those hanging microphones (as seen on TV) so your truly had to pop up and orate! My point was basically that, if data were to be a digital currency, then it needs to be properly measured and mandated because right now theh "Data Banking" system was more like the Wild West. Another person later got up and made similar points, ie Data not ready to be a currency look at financial crisis parallel smart guys no control Other discussions of note were: Data as a currency has no gold standard: - which data is the correct currency eg Nielsen vs Comscore traffic measures which differ The Google Party - twice when some particularly anti-data point was made a Google employee popped up with a counterpoint, such as: - Real time data gives real time insight The Google Opposition Alliance - rebutted the Googlepoints as they were made - Real time data can give real time information but not insight Debate ended about 33/67 against the motion, but I suspect the majority was heavily influenced by the view that data was the "only" currency was too strong. Hat tip to Abigail Harrison of TheBlueDoor for dragging me along (here's her post on impressions of the debate for more depth) Addendum - I got quite interested in the concept of data as a "currency" after this, not just from my thoughts above re managing it as a currency, but the broader thought of what a "currency" is in the digital era. To my mind time (or attention, 2.0-speak) is the "Gold Standard" as that is the valuable asset that cannot be manufactured, and all currencies can be traded against time. Time of course shifts in value - For example, real time is sometimes very valuable, but it can be low value if it is just filling in time waiting for something else. No more deep thoughts at this stage apart from fundamentally disagreeing with a recent Web 2.0 Expo presentation in New York that argues that Web currencies are about the economics of abundance. This topic deserves fuller treatment later.
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