Biopharma: neuroinflammation, next-gen genetically engineered microbe / cell / gene therapies, gene therapy and cell therapy for neuro and autoimmune disease, small molecules targeting genetically defined neuro, cardiovascular and autoimmune disease, chemogenetics, programming languages for specific parts of the bio stack
$17B invested in bio startups in 2018, very little of it by traditional tech VCs
One $11B exit < 5 years from series a (Juno), one $9B exit ~4 years from series a (avexis), one $8b mkt cap ipo, one $8b exit from ~5 year old company to start 2019 (loxo), multiple smaller billion+ exits, ~50 vc backed IPOs
Several innovative companies launching their first drugs soon, potential to become standalone commercial companies: sage, agios, alnylam, Ionis / akcea, bluebird, ultragenyx, gw pharma
The one trend I'm sensing is that difficult human/technology problems that were once thought of as 'solved' are now becoming hard again. Think of microprocessors as a model, for years Moore's law was running smoothly and you could set you watch on upgrading your PC at least once every 3 years.
The rate of improvement is slowing down as it becomes more capital intensive to advance chips, all the while the demand for performant chips is increasing. We will need another transistor level breakthrough to fuel the next 25 years of microprocessor based improvement.
You can see this trend also with energy on a longer timescale: oil and coal is the fuel that propelled the industrial revolution and human advancement for the past 150 years. Climate change demands that new forms of energy take the forefront: innovations in nuclear power and electricity transportation and storage are needed.
If I were in an investor with a ton of cash I would look to past and explore innovations and ideas around the industrial revolution and try to apply those models to the next 50 years. I really do think we are approaching a similar point in human history where there will need to be a large set of fundamentally new discoveries to continue pushing us forward.
As an aside, I think "devsumer" is also a great area. Maybe I'm in a bubble, but I can't think of a labor force that is producing as much global value (in agreed upon terms) as software developers, creating tools for this labor force is going to continue to be big business.
Technological progress has always been a series of overlapping S-curves. We all think it’s new when we notice the pattern, but it’s been going on forever.
The pace of aviation tech progress in the early half of the 20th century had most believing everyone would be flying hypersonic by now, but then the tech flattened out as it approved its asymptote.
Much of this seems to be outdated, like someone at the end of 2016 looking towards 2017 trends. Devsumer makes sense still. Devops more generally is probably a better market to highlight especially as organizations try and tackle security concerns with cloud deployment models.
I agree there may be some hindsight bias. At the beginning of this blog post I call it out as well:
"Sometimes this creates a very backwards looking view, as the most obvious signals are in companies that have been working well for a few years and the trend is really over."
I do think DevOps is an exciting market with a lot going on. (I am an investor in GitLab, PagerDuty, and other related companies)...
I'd love to hear more about perceived opportunities in legal tech. For some reason, the legal industry seems very averse to change, but I'm sure that's not always going to be the case. (Lawyer here).
I've consulted for companies trying to get a good go to market plan for the legal sector.
The sector is bonkers and the incentives are terrible. Most tech adoption is in the low-margin high-volume sectors, where 'good enough' products are dominant. Superior execution in this segment could lead to big wins. In the low-volume high-margin sector, many firms have proprietary workflows/inhouse staff dealing with their KM needs.
That said, there's a few cute 'novel' approaches in new generation TAR and AI assisted [Insert mass document type sorting/classifying/digesting]. Beyond that I think the big developments aren't going to be in the area of 'can technology do something fundamentally new'. They'll be enabling tools to allow new business models. Think 'data-science consulting, reporting and expert witness testimony for legal discovery databases'.
I also think that overall, professional development tools are underdeveloped, but young lawyers are undercapitalized and the core value bottleneck in low-volume work is the client intake pipeline, not getting good people to do the work.
The legal industry is not averse to change, the challenges are
1. Law is highly interpretable, it can't be just 1/0. Facts are 1/0, but not the law
2. Law firms tend to be small in size, generally <200, Lawyers are inclined to start their own practice ASAP. That limits the software provider's capability to charge more or upsell. Also, the law firms can't afford to buy a lot of software.
3. The distrust among people in the legal industry is just baffling
There are a few more challenges, but am able to recollect only a few.
(am a software engineer and my brother is a lawyer. we keep trying to build solutions for law firms)
I think this has a lot to do with perceived value and complexity from the side of the developer.
For me: I don't know the first thing about law and the perceived value of building something in that space is low compared with, for example, healthcare, where I feel like a lot of people can more easily see the benefits on real people.
I think if you can clearly define the areas where either the perceived value (for the developer) is really high or the perceived complexity is relatively low, that's where you'll see the next developments in this space.
I'd be curious to know where you think these areas are.
"I am still quite bullish that a basked of cryptocurrencies will be worth in the trillions within the next 10 years. The primary short term driver for crypto value with be the generational replacement of gold as a store-of-value for a specific subset of the population. The longer term drivers of crypto value will be new forms of programable money and on-chain securities."
What subset of the population is going to replace gold with crypto? Because it won't be the entire generation burned by ICO scams and bullish investment into whitepapers they don't understand.
There's been this pattern within crypto where each new bubble brings in new people, while the people burned in the last bubble leave in disgust and long-time hodlers from 2 bubbles ago cash out their winnings and do other things with their lives. Many of the most active developers and evangelists from 2011-2013 are doing other stuff now, and the ones that haven't are engaging in juvenile pissing matches with their millions (cf. Roger Ver and Craig Wright). Many of the folks burned by Mt. Gox left in disgust in 2014. Many of the current big exchanges (eg. CoinBase) were founded by people who got in after the 2011 bubble. Ethereum was founded by folks who got in after the 2013 bubble, and were initially skeptical of this whole cryptocurrency things. There's probably a wave of new cryptocurrency startups being founded in garages & dorm rooms right now by people who were too young to really participate in the 2013 or 2017 bubbles but don't want to miss out on the next one. The folks who got burned by ICOs are mostly already gone, or they're sitting around being bitter and predicting Bitcoin = $0.
It's not all that different from the dot-com boom; I (mostly) missed out on the bubble from 1995-2000 since I was in high school at the time, but kept studying computers & web technologies in college and caught the mass adoption wave afterwards. I had a number of classmates and coworkers (at internships), slightly older than me, who rode the dot-com bubble right into the ground, losing both their jobs and their life savings. Many of them left tech altogether and became economists or traveled abroad or bounced around between temp work. They basically swore off investing in tech stocks, but one of the folks I'm thinking of thought she'd make a pretty penny by buying 3 houses and investing in hedge funds in 2007.
It's human nature to believe that bad things that happened to other people aren't going to happen to you, and as a species we're remarkably bad at learning from other people's experience. The set of folks actually burned by ICOs is a relatively small subset of "all people" though - IIRC at the peak of the bubble there were only about 10M Bitcoin investors in the U.S. and only a small percentage of them actually invested in ICOs. That's like 3% of the population, still very much in early-adopter territory.
Web technologies created immense practical usage value right from the start. The fact that cryptocurrencies will do the same is very, very debatable. For now, the only valuable use case I know of is for illegal activities (ransomware, tax evasion, buying illegal stuff). Which is a sizeable market, but not one which is going to see mass adoption.
Thanks for the comment - My hypothesis is that people growing up today in their 20s and 30s who would have normally bought gold in their 40s and 50s will buy crypto instead. So it will be a generational shift versus a replacement for existing older gold holders. (Could be wrong of course).
I don’t buy it - gold has a natural floor, for one thing. I can sell it to make pretty earrings or fancy computer cables. The risk of it losing all its value is basically the risk that we will move to a post-scarcity Star Trek style society with matter replicators. Crypto.. not so much.
Why does this floor influence your choice to purchase it over some other commodity to store value (crypto or otherwise?) What do you think that floor even is? (My working assumption right now is gold could lose 99.9% of its value if it was priced based upon it's utility as a metal and not as a culturally agreed upon store of capital.)
So your logic is that "people buy gold because other people believe it's a safe investment"? That same logic applies to crypto - if people stop believing that gold is a good investment and start believing that crypto is a good investment, gold will cease to be a good investment and crypto will become a good investment.
I think gfodor is asking something more along the lines with "What can you do with gold that you cannot do with anything else you can buy?" There are valid answers to that - gold is a catalyst in several chemical reactions that won't work with any other metal, it's corrosion resistant, it's shiny, it's a very good conductor that's quite malleable. But I'm with him in surmising that if people only used gold for its metallurgical properties, absent any historical sentimental attachment, the price would drop 99.9%. Gold is actually quite abundant; 190kt have been mined so far [1], most of which is either locked up in jewelry or being hoarded as an investment, so if people ceased to believe it was valuable there'd be a very large oversupply for the few real industrial uses.
That’s still far more uses than if people think a particular coin has lost its value. When thinking about a store of value for loss-averse people, the intrinsically useful, always-been-valuable mineral I can hold in my hand seems like a psychological winner over numbers in a blockchain that require an industrial society with the blockchain to keep churning. My take was that people were speculating in bitcoin to get rich, not to weather government collapse.
The price of a commodity depends more on the energy, labor, and technology required to extract it and consequent market power of the main producers than on its abundance in the earth's crust. Otherwise strontium ($1000/kg, 360 ppm in crust) would be a lot cheaper than tin ($16/kg, 2.2 ppm).
Ignore the utility of gold, I feel that just muddies the waters.
The volatility of crypto makes it a terrible store of value. While people may use it as such, it is primarily a speculative asset.
OTOH, gold has historical precedent assuring its stability. So while that could suddenly change, its going to take a fairly sizable event to shift the perception. Like a nuclear holocaust or something.
If there's any generational shift in this thinking it's purely naivety.
So my perspective is basically that crypto is a terrible store of value, but gold is also a terrible store of value. Take a look at the price of gold since the Nixon Shock:
At the time of my birth, gold was worth $800/oz. By the time I was old enough to ask "What's gold?", it had fallen to $300/oz. It was up to $500 by 1991, then began a long slide down to almost $200 in 2000. Then it rapidly zoomed to $1900 during the Financial Crisis, and has since fallen back to $1200. If you invested in gold in 2009, you would've lost 40% of your money in constant dollar terms, and almost 6x relative to the S&P 500.
It's even worse if you zoom out to the 100 year history. Private ownership of any significant amount of gold was outlawed from 1933-1974, and owners were required to turn in their gold for $20.67 or face 10 years in prison.
It's not Millenials who are being naive here (well, maybe they are too). It's the generations before them who believe there's any such thing as a reliable store of value. Everything is speculative - things are worth only what other people will pay for them, and there's a long history (still continuing in places other than the developed world) of people not even doing that and just taking them at the barrel of a gun.
Indian households have the largest private gold holdings in the world, standing at an estimated 24,000 metric tons. That figure surpasses the combined official gold reserves of the United States, Germany, Italy, France, China and Russia.
So you'll have to convince a billion+ humans that gold is only worth it value as a metal before it loses 99.9% of it's value.
The mere existence of a price floor isn't particularly relevant; if your nest egg goes down to 1% it's basically the same as going to 0%. You've still lost your shirt.
I don't know what the floor for industrial uses actually is though; if it's 10% of the current speculative price that might be germane, but if it's lower it might not.
Floor is better when it is higher - would you agree with that statement? But if floor is important and it is better when higher - then the best store of value would be a basket of long lasting useful commodities. Like iron. Their floor is practically their current market value.
It is a big shift and I could be wrong. However, horses are also something we used for transportation going back to the beginning of recorded history... (lots of other examples too).
Crypto has a lot of aspects that make for a superior store of value (easy to move, seizure and censorship proof etc). Obviously, also has some drawbacks too like difficulty to custody...
Note that there was a 51% attack against ETC which is not Ethereum (ETH). ETC already had very little usage and was known to be insecure before the attack.
Also given the failures of crypto so far I don't see any evidence that a programmable money/securities revolution would come from crypto. I would bet that a conventional tech company (think a PayPal/Robinhood hybrid) could do it much better.
10 years is enough for a newer generation to rise and make money. Those in the 15-25 right are quite adapt with Crypto. They'll be the next investors. Granted, if they are wise they won't put all of their liquid there. But if the 30-60 of the current world put a little in crypto; its' market value will fly out of the sky.
But why would they put money into crypto? There is some reason to use crypto as a currency (anonymous transactions), but there is no particular reason to use it as a store of value (hard to comply with anti-money-laundering regulation, hard to protect from fraud, hard to pass through audit, etc)
The same reason why you'd put money on Gold or the Stock market. Exposure. People are not putting money on crypto because they are not exposed to it. Ever wonder why the stock market bubbles out of fundamentals?
Sorry if I didnt understand sarcasm, but in case you are serious, "speculation" is not the same as "store of value." Whether crypto is a good speculation target is a difficult question, but most do not sell crypto as a "speculation target" as its primary attribute. It is also unlikely that something whose primary attribute is speculation can have a positive roi long term.
There's a chance that lottery tickets go up 1,000,000x. There's a chance that vintage NES controllers go up 100x. There is a chance that baseball cards go up 100x.
Literally all things have a an arbitrary growth ceiling.
I don't even know that many people who "store value in gold". The ones that do are usually also the people screaming that the sky is falling, at which point I favor guns, ammunition, and food & water.
The value of crypto currencies is strongly linked to the available processing power that can be rented for a short amount of time. An attack must never be profitable. So the value of cryptocurrencies cannot grow arbitrarily. Just Bitcoin is quite secure because you cannot easily rent the specialized hardware.
Ah defense. It's just common sense that we should pour money into the military. We're just out to make money, there's definitely not an entire political viewpoint entangled in this "market opportunity". Those crazy radicals that are against killing pointlessly for imperial gains don't understand the real world. In the real world, we need the military to make the world safe for capital. WW1 was a smashing success, as were Vietnam, Afghanistan, and Iraq, and all extremely clearly benefited the working class and made zero money for industrialists. If anything, these wars were entirely unselfish in nature. Wouldn't Saddam still have WND if not for the pride and strength of our armed services and the weapons manufacturers, energy industry, and other geopolitical factors?
Fwiw, they're probably right. Maybe we will see more startups enter into this ripe "opportunity" to open the gates of hell and unleash the forces of greed and meyham.
Use of force is a separate problem from the development of weapons. I don't really have a problem with startups doing weapons development - someone is going to do it, and I have a hard time seeing how the world would be better if China or Russia took the lead on this.
Sure, but when it comes to power, you can't wish away its existence.
Someone will have it.
So how do you best mitigate the bad effects it can have? Do you let an entity which does not align with your interests have it? Or do you maintain it and work to iteratively improve your exercise of it?
The effect of wishing away power instead of grappling with it and bending it to justice is one of the central reason why many revolutions and movements have failed.
Non US Citizen here (haven't even visited yet), and pretty anti-military. But out of available options, I would definitely prefer the USA have the military upper hand.
I suppose that means, I could do my part to keep it that way, by investing in US defense contractors. (Have been looking for investment opportunities.) Something to think about.
Agree. But I think global power dynamics have changed and with that military spending/militaristic posture will go down the way it did with the end of the British Empire or colonial powers of Europe.
If there is another triggering event like 9/11 (which kept the defense industry alive), it will be a real surprise to see the US muster a response the way they did in the past.
You misunderstand - it's not an excuse. I simply expect that in the next 50 years, autonomous weapons will be developed, by someone - the only question is who. The potential value it too great for it not to happen.
Consider, for example, nuclear weapons. I think it's generally agreed these days that nuking Hiroshima and Nagasaki was unnecessary at best, a war crime at worst - but I don't really see that a better world would have resulted from the USSR or Germany being the first to obtain nukes.
I would point out that if the US is already spending more money on arms than the next several countries combined, I don't think this is the relevant issue. If another power was strong enough to threaten our defenses, that would be one thing but clearly there is something much bigger going on (I would say it is the US empire, at least according to a senior official in the Bush administration: https://en.m.wikipedia.org/wiki/Reality-based_community). I hesitate to make this argument because I think they should be abolished, but if we have nukes, why do we need new "defensive" weapons? The only reason is to be able to control events in other parts of the world to the benefit of the people that start the wars.
This perspective would imply that we should not be encouraging our citizens to devote their energies to devising ways to kill (i.e. form startups around "defense").
>but if we have nukes, why do we need new "defensive" weapons?
Nukes are neither purely offensive nor defensive weapon (except low-scale tactical ones). They solve the task of strategic deterrence [1]. There are many other tasks that nukes can't and don't solve.
It seems like your knowledge of the subject is somewhat shallow and hence the scorn. I highly recommend learning a bit more about defense -- its goals, problems, and ways to solve them.
Because a world in which many parties have strategic nuclear defense AND sufficient non-nuclear forces is more stable and less conflict prone than a world in which major powers possess only nuclear weapons.
Such was the worry about Cold War Germany: had Russia attacked with conventional forces, the US would have been all but required to escalate quickly to nuclear weapons.
Similarly in Korea. If the Inchon landings hadn't been successful, it's a coin flip as to whether the US would have nuked North Korea, Russia, and/or China. Truman, LeMay, and MacArthur were all prepared to go to the mat for South Korea and Taiwan.
Of course. Greed drives only those fishy defense corporations. Any other for-profit organization is driven purely by desire to change the world for the better. Like Facebook, you know...
You can do defense right, you can do it wrong. But you can't do it at all. Like it or not.
Nothing in history had prevented more bloodshed than restricted use of force [citation needed?]. In contrast, entities that refuse to use methods of violence (UN, I'm looking at you), consistently fail in peacemaking.
how would the UN use violence? it's not what the UN is for?
the UN is basically a meeting room for world leaders to do diplomacy, otherwise we would end up with far more not needed conflict thanks to the severing of diplomatic relations. (just look at how world war 1 originally started for example).
your criticism is warranted, but remember that defense also contributed positively to the US economy through the 20th century until 1970 or so (stanford rose to prominence because of defense, for example). just as with the wider economy, greed then took over and wars became tools to fuel personal wealth, not the greater good.
the military works fine as a jobs and training program (for defensive readiness), but we don't need more, and more expensive, weapons. we can already destroy the world a thousand times over.
"5 core markets (Devsumer, Real Estate, AI hardware, Transportation and Logistics, Crypto) and 2 emerging ones (Legal, Defense)"
Devsumer? For sure. Simplifying dev work seems like an area with pretty much eternal growth potential. But I find it hard to get excited about many of the others.
Interacting with the government (defense) still seems to take buckets of money, and there are already large companies that do software in that space, even if their names don't come up much.
It will be a while before people look a crypto as anything other than a sick joke I suspect.
I kinda thought that the software+real-estate process had a whole lot of established players, but I could easily just be ignorant of some of the growth areas.
>I kinda thought that the software+real-estate process had a whole lot of established players, but I could easily just be ignorant of some of the growth areas.
In my city in Spain letting agents still charge 10% of the annual rent as a fee when they do little more than print out a pre-written contract and hand you the keys.
In the US real estate agents do similar. You pay them many thousands of dollars to parade people through the home and pressure you to compromise on your listing price so they can close easier. In my experience, the agents usually can’t answer any basic questions about the home anyway.
I’ve believed this industry has some tech coming it’s way for a while now. Would have loved to jumped on it early but it’s also one of those industries where you’d need an established “in” to make headway (i assume).
"taking a SQL database or excel spreadsheet and turning it into an app platform"
A key insight here is that SQL is too complicated for this to ever work, and also the trend towards functional programming (React.js, Scala etc) – see http://www.hyperfiddle.net/ for what you get when you replace SQL with a simpler database! (We're seeking investment)
I'm not sure about that "Devsumer" section. IFTTT / Zapier and those are not replacing Accenture as far as I can tell.
The thing that makes Accenture a viable business is they can sell large projects to large entities. Things that people generally do not reckon they can fix on their own, like government health websites. There's no way to knit that together with just some common APIs. Yes, ironically Accenture can't either, but the point is they make money on convincing people they can.
The thing about people getting more dev-savvy I don't buy either. Yes, people can glue a few bits together now, but most people still suck at anything beyond simple automation. If you want evidence of this, look at Excel based jobs. Pretty much all of them can be automated in Excel itself, and every time someone tries it, they create an awful mess.
So yeah we'll now have a world of little Rube Goldberg machines of everyone's making, but I don't see them replacing any kind of large scale project. They can't really do it technically, and they don't seem like they will replace the incumbent salespeople either.
It seems to me that tools for creating large scale projects is a big opportunity. Not everyone who creates a "little Rube Goldberg machine" is a hopeless idiot who is pleased with their creation. Some of them will aspire to create bigger, better machines, and will prefer to spend their time trying to build them instead of setting up a meeting with an incumbent salesperson.
AI + Defense technology companies will EXPLODE in the coming years. In the next 10 years I'm sure we'll be seeing police and military application of un-man-controlled, (like toy style) drones that simply, find out who is around where and what time. These things don't really even need any actionable targets, just general surveillance. They will get around the law by stating they are just capturing metadata - name, location, time, etc..
Drone tech will improve drastically too, bolstering the consumer space with standardized batteries and self-battery replacement towers.
Not saying this is a good thing, but saying it will happen.
lol. every generation will redo "forms as software". airtable is a $1bi bet that people will finally be pleased with Clipper'86 auto-form desiger (or whatever that thing was called). Hint: nope.
For 2015 I listed out:
"Gold markets"
-Big data (with emphasis on things like Cloudera (~$3B co), Mesosphere)
-SaaS with an emphasis on APIs and Dev Tools
-Genomics
For genomics in particular, Illumina is now a $40 billion company while Exact Sciences ($9B), Invitae ($1 billion), 23andMe (a few billion) and Ancestry (a few billion) are all in the market too.
...on the real estate side take a look at CoStar. Little known, commercial real estate company, 12B+ and has a monopoly. Very smart people and they don't get much turn over. They will make smart acquisitions.
Used to work here, and yea they definitely know they are a monopoly. Acquiring apartments.com with all their commercial real estate data was really smart. Their tech department was too corporate for me though.
are you trying to liquidate your position? their stock skyrocket to over $400 for no aparent reason based on their revenue, and is on a free fall since august.
Agreed on some of it. Crypto though is the glaring aspect I disagree with completely (cue people likening it to the internet and the dot com boom instead of tulips with a serial number).
IMHO, Missing from the list is software defined networking and telco "digital transformation" in general. ISPs etc are gradually moving to an automated self-serve world.
$17B invested in bio startups in 2018, very little of it by traditional tech VCs
One $11B exit < 5 years from series a (Juno), one $9B exit ~4 years from series a (avexis), one $8b mkt cap ipo, one $8b exit from ~5 year old company to start 2019 (loxo), multiple smaller billion+ exits, ~50 vc backed IPOs
Several innovative companies launching their first drugs soon, potential to become standalone commercial companies: sage, agios, alnylam, Ionis / akcea, bluebird, ultragenyx, gw pharma