Snapchat and the curse of Big Money

Snapchat shows that too much investment money is not always good for a growing business

Goldman Sachs fesses up to making a huge mistake about Snapchat, telling investors in an analyst note how they over-estimated the company’s potential and ability to execute on advertising opportunities.

There’s much to be said about Wall Street’s role in supporting Silicon Valley’s greater fool model and Business Insider has certainly been across how Goldman Sachs and its fellow bankers have been less than honest in their public dealings over the Snap float.

While the ethics and behaviour of Wall Street bankers and venture capital investors is a worthy topic for discussion, one of the notable things about Snap’s float is that it was too expensive.

The initial IPO valued the company, which at the time was reporting $500 million a year in losses, at $28 billion dollars. It’s not incidental the float incurred $85 million in advisors’ fees to Goldman Sachs and their friends.

A high valuation might be good for the early investors and employers – particularly those who sold in the initial ‘stag’ that saw the stock jump 60% on its first day – but for the company itself, and the later shareholders, it’s a disaster as the business’ management frantically struggles to find revenue streams to justify the market price.

This is the same problem that has crippled Twitter, instead of focusing on long term value to customers, users and shareholders, the company has desperately flailed around looking for quick hits to its revenue numbers.

While Twitter and Snapchat are outliers, the same problem faces smaller businesses which have attracted huge investments. The pressure to justify the money at stake becomes crippling and almost always damages the long term prospects of the company.

Too much investor money is rarely a good thing. As with much in life, quality and not quantity is what really matters for companies looking for capital.

Champagne tastes and short runways

In an age of startup unicorns, it’s not surprising investors are being burned

One of the curious things about the Silicon Valley business model is how fundraising is seen as an end in itself.

Most business proprietors would be philosophical or mildly irritated if they’d had to give up equity or go into debt to fund growth, but in startup land a whack of money is seen as success in itself.

Sadly that money isn’t always well spent as the story of the free spending Guvera streaming service shows.

Over the company’s eight years the founders raised $185 million which ran out last week leaving the 3,000 small investors out of pocket.

That small investors were even involved in such a venture raises eyebrows and suspicions aren’t helped by a funds manager charging huge commissions for their services.

 

Just the use of a middle man like AMMA Private Equity – which happened to be run by one of the co-founders – should have raised concerns however the high commissions should prompted questions from the investors about advisors’ interest in getting them into a high risk venture.

In the current overheated startup space it’s necessary to be skeptical about many of businesses claims and the amounts of money being raised, as big pots of honey attract the flies.

Freelancer and the sugar daddy problem

Attempts to create hands off marketplaces fail as the realities of managing millions of users becomes apparent

Last week Facebook’s Mark Zuckerberg announced the social media platform will be hiring three thousand content moderators following a string of shocking incidents on the company’s live streaming service.

Facebook were the most successful of the generation of businesses promising algorithms and the user community – coupled with common sense – would act as gatekeepers.

That was handy for their business models, as the reduced administration costs would mean a much more scalable and profitable business.

Managing users’ sins

Along with Google, AirBnB and Uber, Facebook found that relying on users’ feedback and their own algorithms wasn’t enough to cover the myriad of sins humans commit or one in a million edge cases which occur a thousand times a day when you have a billion daily users.

Even the biggest of the web2.0 companies, Google, found their core business being shaken as the limits of algorithmic advertising were explored and advertisers didn’t like where their brands were appearing.

Most striking was AirBnB who quickly found ignoring aggrieved landlords didn’t work when you’re a billion dollar company. Uber, Facebook and Google have similarly found the “we’re just an agnostic distribution platform” doesn’t fly when you’re boasting millions of users.

Freelancer and the sugar daddies

Which brings us to Freelancer, the labour sites were always problematic in this space as services are rife with ripoffs, misunderstandings and inexperienced operators – on both the seller and buyer side.

Another problem though which seems to be appearing is the advertising of adult services on this site, such as this advert which appears to be either an advert for a sugar daddy or a webcam performer – the mangled English makes it hard to tell.

Bizarrely a Freelancer administrator has removed some of the advert’s content but has left the post itself up.

Clicking on the related links brings up a whole range of strange projects including someone who needs a photoshop expert to insert an individual into sex photographs.

Holding the service harmless

It’s hard to say whether these posts comply with Freelancer’s Terms and Conditions as they are the usual vaguely written screeds seeking to shift all responsibility away from the company which have become the norm with online services.

The reputational risk to Freelancer though is real, as company listed on the Australian Stock Exchange it has public investor base and, given its competitive market, it has to appear respectable to user – becoming a Tindr for adult performers – is probably not where organisation would like to be positioned.

Hitting the profit margin

Ultimately though Freelancer’s problem in this space is the same as most online platform services, the promise of negligible administrative costs is an illusion as managing a large user base brings up legal, regulatory, reputational and even political risks as Facebook is finding.

Like many of the early promises of the internet, the idea of a hands off platform where users do the work while owners sit back and pocket profits has gone. Where there’s people and edge cases, there’s risk and those profits may not be as great as they appear.

Coping with ignorance in a dysfunctional market

Startup investing involves working in ignorance, rather than managing risk says one veteran funds manager

“We discount uncertainty and ignorance too much,” says funds manager Jack Cray.

Cray was giving his From Risk to Uncertainty to Ignorance presentation at Sydney’s North Shore Innovation Network where he went through some of the lessons from a career of managing funds in North America and Australia.

Groupthink is one the great risks Cray sees in the investment community with funds managers tending to recruit from a monoculture drawn from economics and finance degrees. “Diversity amplifies signals,” says Cray.

Compounding the groupthink is the focus on risk, believes Cray. Risk can be managed while the other factors in investment – uncertainty and ignorance – can’t.

Traditional investors, particularly those in the public equity markets, understand risk well. However those established models also mean create process driven risk averse institutions.

In the Uncertainty field, typified by the private equity markets, fixed models don’t work so well as a consequence investors have to be more risk tolerant and patient as they deal with a world where things can’t be assumed.

And then there is the world of ignorance where no-one can quite be certain of what’s going on, which is typical of the tech startup field. In this space, investors have a high risk tolerance and are often muddling through while being buffeted by unexpected factors.

“To succeed in a world of ignorance you have to be honery and less concerned about certainty,” Cray observes with a wry smile.

This explanation makes a lot of sense when looking at why institutional investors struggle with the startup world and why private equity investors – largely a group of financial pirates – are so profitable.

In answer to my question that saying startup investors are operating in a world of ignorance implies that sector really is an insider game, Cray was ambivalent – it can be, but the endorsement of a major VC or highly regarded investor will by its nature be seen as information in a field where everyone is short of data.

Cray also had an interesting perspective on how markets and pundits see change differently, “investors overlook while futurists overcook.”

Speaking to Cray after the event, he had some thoughts about the internet itself, while it’s a great source of information it also creates too much noise. Cutting out that noise is essential for a good investor.

When it comes to investment all of us are dealing with different degrees of ignorance, Jack Cray’s views were an interesting insight into how managing a stock portfolio or picking ventures is more than just understanding risk.

The trouble with crowdfunding

Crowdfunding is a useful tool for some ventures, but it isn’t without its risks

This story originally appeared in Business Spectator in July 2015, with the recent crowdfunding stories I thought it was worth revisiting.

Last week home automation start-up Ninja Blocks announced it was closing down after three years, two successful Kickstarter campaigns and burning through $2.4 million of investor funding. This follows the winding up of smart lighting venture Moore’s Cloud late last year.

Both companies relied heavily on crowd-funding to raise their profile and attract capital for their projects. The two Ninja Blocks campaigns raised a total of $800,000 to fund their two products while Moore’s Cloud fell short of the target they set.

Former Moore’s Cloud CEO Mark Pesce was bitter about the company’s failure to meet its target, telling Technology Spectator last year he would rather eat bullets than go through a Kickstarter campaign again.

Not better, just different

“People say it’s a better way of getting investors, it’s not better it’s just different.” Pesce said in reflecting on a campaign that raised $350,000, only half the amount needed to get the product onto the market. “If you do a crowdfunding campaign you have to be customer-focused from Day One. You have to do a marketing campaign and customer support from the first day, you have to build the customer infrastructure first.”

Ninja Blocks’ former CEO Daniel Freedman agreed that ultimately crowd-funding is not the best place to raise capital for a new start-up, “Kickstarter is a great place to launch a product but I don’t think it’s a great place to launch a company,” Freedman also told Technology Spectator last year.

“I think there’s two different things there,” Freedman said. “Unless you get several million dollars like some of the larger Kickstarters have, you need to get external funding. If you were to price in everything you need to do to get a product worldwide shipping then you’d be selling a two hundred dollar product for six hundred dollars.”

Impeccable qualifications

Ninja Blocks boasted an impeccable pedigree for a start-up, being a 2012 graduate of the high profile Sydney Startmate program that included a $25,000 cash for a 7.5 per cent stake in the business. The company also received a million dollars in seed funding that year from a group of prominent Australian investors that included Atlassian founders Scott Farquhar and Mike Cannon-Brookes.

The company went on to raise another $800,000 through two Kickstarter campaigns and last year secured a further $700,000 from investors including Singtel’s Innov8, Blackbird Ventures, and the prestigious 500 Startups project to expand into the United States.

Despite the resources and high profile backers, Ninja Blocks still ran out money. Something that didn’t surprise 500 Startups’ founder Dave McClure who responded to the news on Twitter with “not all startups will be unicorns and making things is hard.”

Hardware is hard

Co-founder and director of Australian crowd-funding site Pozible, Rick Chen agrees with McClure’s views, “startups needs to realise building a hardware product is difficult, they need to understand how the hardware developing cycle works, get their hands dirty and do some actual work to make sure things are in control before crowd-funding.”

The complexities of running a hardware start-up were acknowledged by Freedman during his interview with Technology Spectator last year, “there are things you would never have thought about when you ship a product worldwide, things like certifications, recycling programs in Europe and foreign language manuals.”

However, Chen sees crowd-funding as having a role in funding hardware start-up projects, particularly in protecting the founders’ equity in the venture. “Crowdfunding offers a unique way to build and engage with an audience base for hardware companies, it is a fantastic tool if used well. The core value of a crowdfunding campaign versus investment funding is those supporters and early adopters of your product and of course not losing any percentage of the company.”

Crowdfunding lessons learned

For the investors in Moore’s Cloud and Ninja Blocks they may well now be thinking it would have been better to insist on that work being done earlier, however start-ups are a risky business and most will fail, something that Chen points out.

“Crowd-funding is not easy, it combines fundraising, product launching, marketing, PR and other things all in one package, it requires a lot of energy to plan and execute, and the result is unpredictable,” Chen states. “But I don’t think crowd-funding itself adds any extra dimension to the difficulties of creating a start-up, all the process is required with or without a crowd-funding campaign and the result is as always, unpredictable.”

While crowd-funding is still going to be attractive to capital starved entrepreneurs, many start-up founders and their investors will note the lessons of Moore’s Cloud and Ninja Blocks’ failure. Crowd-funding certainly isn’t the simple path to raising funds.

Crowdfunding the energy revolution

As technology changes so to do business and investment rules. The solar energy market is a good example.

“We have no shortage of investors,” says Tom Nockolds of Sydney community solar farm group Pingala in an Australian Broadcasting Corporation’s report on small business power projects.

The ABC’s report focuses on Bakers Maison, a suburban Sydney bakery that raised 400,000 dollars to extend its solar solar electricity system to slash its power bills and promises investors a seven percent return on investment.

Seven percent is very good in these days of low yields so it’s not surprising investors are lining up for projects.

It’s also an indictment on the modern banking system that smaller businesses like Bakers Maison have to issue debt directly to the market rather than getting a loan, which would have been normal a generation ago but today Australian banks would rather lend to property speculators than productive businesses.

This isn’t to say such fund raising is without problems as there is a real risk of fraud which Australia’s prescriptive fund raising laws are designed to avoid, even at the cost of stopping genuine investments.

“We’ve had to duck and weave our way through the regulations to set up this kind of operation,” says Warren Yates of Clear Sky Solar Investments – another volunteer group – about the laws which were developed after the financial scandals of the 1960s mining boom and the 1980s entrepreneur period.

As a consequence, the ABC story points Australia is lagging jurisdictions like Germany, Denmark and Scotland in developing these schemes.

With the banking system having left the field of funding growing businesses and responsibility largely falling on volunteers to provide services, reforms encouraging community crowdfunding need to be developed to provide capital to industry and local initiatives.

That many of the current reforms in this area such as America’s Jobs Act or Australia’s Innovation Agenda focus on a narrow set of industries – specifically the tech startup sector – which means we’re missing most the value in an evolving economy. A bakery, factory or hotel deserves the same investment advantages as the next potential tech unicorn and they could employ just as many people and deliver even more benefits to the broader economy.

New technologies have always demanded new investment and business rules and we’re seeing those pressures developing today, all of us have to demand regulators and politicians pay attention to the changing needs of our economy.

With investors clamouring for new opportunities and businesses wanting capital, it would be a tragedy to miss the possibilities of today’s technological, financial and energy revolutions.

When the middlemen get desperate

As internet startups struggle with huge valuations, the temptation for unfair and unethical business behaviour increases.

 

Sometimes business practices go bad. A good example of this is a survey of restaurant reservation systems by the Marketing4Restaurants website.

A striking allegation in the survey is how some of these services advertise on Google against their own clients, called ‘adwords arbitrage’ by one competitor to the established booking services.

One of the failed promises of the internet was the removal of the middlemen. Many of us thought the web would enable businesses and individuals to communicate directly to the public without the need for intermediaries.

We were wrong, rather than eliminating middleman the internet gave birth to a new breed of bigger global breed with the rise of Google, Facebook and Amazon being the most prominent.

The success of the ticket clipping culture has seen thousands of platform services and online exchanges that do little more than try to lock small businesses and contractors into into their systems for little if any benefit.

However advertising against your own customers as Open Table and Dimmi are alleged to do is another level of bastardry and, at least in Australia, quite possibly illegal.

Even if this behaviour does turn out to be within the letter of the law, a business competing against its own customers is being run by ethically challenged people and is almost certainly doomed in the medium term – what client is going to pay to subsidise its competitors?

As internet startups struggle to justify huge investor valuations we can expect more behaviour like this. Hopefully though most of those businesses, and the investors who fund them, are doomed.

Juicing innovation

The Juicero’s expense, built in obsolescence and unnecessary waste is emblematic of everything that’s wrong with the current Silicon Valley culture.

Every tech boom has its excesses and it’s hard to go past the Juicero as the most egregious of today’s mania.

A number of high profile investors, including Google’s venture capital arm, have poured $120 million dollars into the internet connected device that squeezes juice from pre-prepared pouches of pulped fruit and vegetables.

Bloomberg found the devices don’t a great deal as the juice can be squeezed out of the packs by hand, which is just as well given the microchipped pulp containers can be disabled by the manufacturer.

While the Juicero aims to be the juicer equivalent of the Keurig coffee capsule, the device’s expense, built in obsolescence and unnecessary waste is emblematic of everything  that’s wrong with the current Silicon Valley culture.

The fundamental question of any business idea is ‘what problem does this solve?’ It’s hard to think of anything the Juicero fixes.

Bootstrapping to success

Bootstrapping is the easiest and cheapest form of investment, maybe we should celebrate it more.

One of the downsides of the current tech startup boom is the obsession with investor funding, the race to be a billion dollar ‘unicorn’ like Uber or AirBnB obsesses most of us reporting on this space.

The paradox is while we gleefully report businesses raising hundreds of millions of dollars at ever increasing valuations, we’re also discussing how the cost of entering industries or launching new companies is collapsing, making it easier to launch a venture than every before.

Which leads us to good old fashioned ‘bootstrapping’ – funding a business’ growth out of sales.

A recent story I wrote on Sydney based HR tech company Expr3ss! reminded me of that where owner Carolyne Burns described how she financed her business initially through the sale of her house and has never taken a cent from investors over a decade of profitable operations.

Bootstrapping is the traditional way generations of business owners and entrepreneurs have funded their ventures and it’s only in recent years with the rise of the tech startup that venture capital or private equity has been seen as investment sources for most small businesses.

That rise of VC and PE investors though could be partly due to the banks stepping out of their role of financing small businesses as they’ve focused on financial engineering and funding speculators.

Also driving things in the last decade has been the flood of cheap money that’s washed across the world as governments and central bankers try to stave off deflation.

Many businesses needing money to fund capital investment or expansion have found it’s become harder to go to banks or traditional investors and that partly explains the rise of VC’s, Private Equity and the range of new online lender and crowdfunding platforms.

Venture Capital and investor money though never really comes cheap and having raised funds from investors, a founder or business owner’s job becomes as much about managing investor expectations as running the company.

 

For many business founders, the whole reason for starting their own company was to run their own show. So answering to a bunch of investors defeats the purpose of going on one’s own.

Carolyne Burns’ story is a reminder that the best, and cheapest, form of business financing is profitable sales. It’s something we should remember in an age that celebrates loss making companies dependent upon indulgent investors.

Beating the shock clock

Dell Boomi’s CEO, Chris McNabb sees being part of an empowered Dell as his company’s advantage against the newly listed Mulesoft.

With a range of tech companies floating as corporations lose their appetite for acquisitions, companies like Boomi which was bought by Dell in 2010 believe they have an advantage over competitors like Mulesoft which have to answer to the public markets at sky high valuations following their recent stock market listing.

If Chris McNabb, CEO of Dell Boomi, is concerned about his competitor’s successful IPO, he wasn’t showing it when he spoke with Decoding the New Economy at a restaurant in a Sydney office park last week. With Mulesoft’s stock popping 45% on the first day of trade, attention was on how his company would react to such a vote of confidence in his market rival.

“We continue to grow very rapidly, well north of market growth rates. I think you’ll see us consolidate our position at the top of most boards in terms of the number of customers. If you look at Mulesoft’s S1 (the company’s official stock offering document) it shows them with around 1,078 customers while we have 5,300 customers. We almost have an unfair competitive advantage.”

Part of that unfair advantage McNabb cites is the breadth of services now offered by Dell’s merger with EMC where he flagged an increased push across the organisation’s sales team starting in the second half of this year.

“For us to say six months ago that we’d sit here and say that the merger of two 25 billion dollar plus businesses could be bedded down is really saying something. I think it’s one of the best integrations that I’ve ever seen.”

“For Boomi it’s been terrific and continues to be terrific. We get unequivocal support from executives, Michael Dell and the ELT – Executive Leadership Team – has been nothing but a hundred percent supportive.”

“Now we’re looking at what we can do with the EMC Solutions sales team, what we can do with our brothers in the strategically aligned businesses, specifically Pivotal, Virtustream and VMWare. What are the opportunities to go to market more collaboratively with them?”

Boomi’s recent ManyWho acquisition fits into that range of offerings and McNabb believes the workflow platform’s role as a tool helping CIOs manage their organisations’ transitions to cloud services will be a compelling offering.

“Workflow automation – redoing business processes in a structured and an unstructured way – was always a key strategy of ours.”

“Hybrid IT is here for the next ten years, so how do we enable it so customers can buy all the best of breed software they want yet still have a suite like experience?”

“We believe hybrid IT is creating challenges for CIOs and as you  get all these different cloud applications from vendors you’re breaking apart your ERP and creating an integration problem and you’re creating a data management problem along with governance, API management and orchestration.”

“It’s our vision to give CIOs the unified platform the necessary fundamentals in cloud services to address these issues.”

With a solid market position in North America, McNabb sees the Asia-Pacific as the big growth driver for Boomi with channel partners leading the company’s expansion across the region.

“Worldwide EMEA is going through a ton of growth and this region (APAC) is going through a ton of growth. Our expectation is this region will have the highest growth rates – Australia, New Zealand, South East Asia, these are key target areas.”

“If I look at things strategically and how important the channel is to us, is it’s a force multiplier as it allows you to get entire teams being certified and ready to go across regions. It also helps execute in a better way in local markets, you have to be in a region in a big way and if you can get really good certified partners you can do that much better and faster than if you’re hiring and building it yourself.”

Returning to the topic of Mulesoft, McNabb sees not being part of a publicly listed company as one of Boomi’s big advantages.

“We don’t operate on a ninety day ‘shock clock’, we know what the market’s growing at, we know what our platform is capable of, we know we’re going to raise our targets. There isn’t increased pressure to perform.”

“As it turns out, those in the public eye do have the ninety day shock clock to attend to and it will be interesting to see how those first, two, three or four quarterly reviews go. I’ll certainly be an eager listener to their investor calls.”

Ultimately though, McNabb thinks Mulesoft’s IPO and it’s 45% pop on listing vindicates Dell’s ongoing investment in Boomi and the potential of the cloud integration marketplace.

“I look at it as a terrific validation of the marketplace…. It’s good for everybody.”

When startups should think like designers

Design, funding and research are critical parts of getting a product successfully to market says Design + Industry’s Murray Hunter

Thinking about design and getting to market should be a priority for startup businesses says Murray Hunter, founder of Sydney’s Design + Industry.

Having won over 160 design awards during 30 years of running Design + Industry and employing 50 specialist designers and engineers in his Sydney and Melbourne offices, Murray has many insights in what makes a successful product.

“Some of those companies have gone on to become world leaders, it’s a hell of ride and it’s a fabulous relationship where 15 or 20 years later you have a client relationship that’s dominating the world.” he recalls.

Thinking like designers

The current startup scene in Australia provides an opportunity for the country, Murray believes.

“We’re losing manufacturing industry but there’s a whole new wave of businesses and startups based around new technologies, particularly around IoT”

Cyclone pruning shears

“The world wants to think like designers and lead by innovation, which is a really interesting line. You have the American government that wants to design think and you have all these large accounting firms that want to be design thinkers as well.”

“But everyone wants to be innovative and provide a better experience to the customer and we have all these new technologies that are giving us the ability to have a lot more information, be more informative.”

“It started with Apple with the iPod and then the iPhone and it’s led right through so we now have high expectations of what we want for products and services.”

Finding funding

His advice to startups is blunt, “the first thing you need is funding, If you don’t, start the process of development sufficient to develop collateral which enables you to gain investors.”

The development process itself starts with knowing the market.

“Products should be designed to suit the market, not on a hunch,” he says. “So you start with what the market wants and you go backwards. You don’t get dressed and say ‘where are we going’, you find out where you’re going and then get dressed.”

“The intelligent and qualified entrepreneur will have a lot of the problems solved, they’ll have done research, they’ll have knowledge of the market, they’ll know the segments it’s aimed at and quite often they’ll have route to market realised.”

BlueAnt Pump HD earbuds

“Crowdfunding makes a big difference as entrepreneurs can run a crowdfunding campaign, get initial sales and worldwide recognition for it. If it isn’t successful, that could be the end of it. Others know people who can fund it.”

“They may not have funding or they may, we have quite a few suppliers around us who will help with the funding process. We also know private individuals with deep pockets who are interested in investing.”

Changing the design industry

Over the past few years, the design industry has changed dramatically with the rise of Computer Aided Design, 3D printing along with new materials and manufacturing methods. Medical devices are one area that’s seen a rapid change.

“Thirty years ago medical products were low volume,” Murray recalls. “In Australia typically we’d make them out of sheet metal. Now the volumes have increased because the world is more easily accessed so we’re designing for higher volumes.”

CliniCloud non contact thermometer

“We’ve also got low cost manufacturing sources to provide solutions so we can develop a more sophisticated product that will be better received worldwide.

“The biggest change I think has been CAD (Computer Aided Design), the Internet and 3D printing.”

“CAD because we went from 2D drawing to 3D models, the internet because we no longer send DVDs or CAD files to our manufacturing partners and it means we can access manufacturers all over the world.”

“We’re working on a 3D printer that can make biomatter, in other words skin, there’s talk of doing teeth with the rigid externals and soft nerves. So where we go I can only think of organs, prosthetics, replacing cartilage which is a big thing for the elderly.”

Deeper in data and debt

Data tools are getting more powerful as the information collected about us grows. It presents us with some important choices

Data collection agency Experian’s deal with Finicity to collect and process borrower information is an example of the how Big Data is being used by the financial services sector.

Recently I wrote a piece for Fairfax Media on the Science of Money which included some quotes from Experian’s Australian managers. They were quite explicit about their use of data.

That a company like Experian is adopting more advanced analytics isn’t surprising given the power of the tools available. What’s also driving the adoption is the proliferation of devices available to track people.

Notable among those devices are personal assistants, as David Pogue writes in Scientific American, household technologies like Amazon Alexa, Google Home and Apple Siri are vacuuming up huge amounts of data on our behaviour, likes and dislikes.

Increasingly all of this is being fed into machines that determine our suitability for marketing campaigns, credit and financial services.

For companies like Experian this is a massive opportunity although the focus on credit suitability betrays a mindset more suited to the 1980s finance boom than the more complex times of the early 21st century.

It’s hard though not to think that given a choice the finance sector will happily use these tools to take us into another subprime lending crisis which would be a shame as these technologies’ potential for allowing us to make better decisions is immense.

How we use these tools will define our businesses, economies and communities over the next thirty years. We need to be careful about some of the choices we make.