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Big Data needs a Big Strategy
We’ve written several times over the years about the deployment of Big Data. One of the key challenges with such tools is the seductive risk of treating the data as a catch-all answer to a question not asked. Zeitgeist in the past worked with a large client in the public sector that understood this pitfall and studiously avoided it by knowing beforehand what Big Data meant to them, and how it could be used to improve its strategy and operations.
Without such forethought, applications of Big Data can be ineffectual, if not outright harmful, as the president of eBay Marketplaces said last year in an interview with McKinsey. Governments around the world – particularly in the West – have been using Big Data for some time now to help identify extremists. The jury is still out for some as to how harmful government digital surveillance can be. The deliberate weakening of virtual systems has its root in the fact that the US government originally classified once-arcane cryptography as a munition, which when licensed abroad was watered down. “The idea of deliberately weakening cryptography in the name of national security has not gone away”, writes The Economist. An article published in The New Yorker earlier this year investigated the NSA’s uses of Big Data – specifically mass surveillance of individuals in the US and beyond over cellphone metadata, social media, etc. – and found it wanting. This appears to be partly because there is no pre-determined strategy for what they want the data to do, other than to figuratively chuck it onto the pile with the rest of the data they have, which at some point might be used. The efficacy of such a practice, according to the article, has been minimal. In all of its surveillance, the article claims there was but a single case “where the NSA’s phone-records program was decisive”. It is perhaps telling that most of the perpetrators of terrorist attacks that have occurred on Western soil since 9/11 have been known to the intelligence community. In other words, the data needed was presented, but there was no strategic oversight for how it should be deployed. It is perhaps an inevitable consequence of too little direction and too much volume. The New Yorker elaborates, below:
“Patrick Skinner, a former C.I.A. case officer who works with the Soufan Group, a security company, told me… ‘We knew about these networks,’ he said, speaking of the Charlie Hebdo attacks. Mass surveillance, he continued, ‘gives a false sense of security. It sounds great when you say you’re monitoring every phone call in the United States. You can put that in a PowerPoint. But, actually, you have no idea what’s going on.’
By flooding the system with false positives, big-data approaches to counterterrorism might actually make it harder to identify real terrorists before they act. Two years before the Boston Marathon bombing, Tamerlan Tsarnaev, the older of the two brothers alleged to have committed the attack, was assessed by the city’s Joint Terrorism Task Force. They determined that he was not a threat. This was one of about a thousand assessments that the Boston J.T.T.F. conducted that year, a number that had nearly doubled in the previous two years, according to the Boston F.B.I. As of 2013, the Justice Department has trained nearly three hundred thousand law-enforcement officers in how to file ‘suspicious-activity reports.’ In 2010, a central database held about three thousand of these reports; by 2012 it had grown to almost twenty-eight thousand. ‘The bigger haystack makes it harder to find the needle,’ Sensenbrenner told me. Thomas Drake, a former N.S.A. executive and whistle-blower who has become one of the agency’s most vocal critics, told me, ‘If you target everything, there’s no target.’“
This last quotation applies to strategy in general. Without anything specific to focus on as a strategic achievement or direction, one shouldn’t expect any improvement in that area.
The Big Data Fallacy
The latest issue of Foreign Affairs features the cover article “The Rise of Big Data” by Kenneth Cukier and Viktor Mayer-Schoenburger, which mostly details some of the incredible ways companies like UPS, Google and Apple have come to rely on vast arrays of numbers in order to run their businesses better. But data has always provided a problem in that it gives a substantive assurance of certainty that has a propensity to foster overconfidence in those relying on it. The article attempts to address this:
“[K]nowing the causes behind things is desirable. The problem is that causes are often extremely hard to figure out… Behavioural economics has shown that humans are conditioned to see causes even where none exist. So we need to be particularly on guard to prevent our cognitive biases from deluding us; sometimes, we just have to let the data speak.”
The sentiment here is admirable, and the context perceptive. But the final part of the quotation (my emphasis) assumes wrongly that data can speak objectively, that there is a fundamental ‘truth’ in a number. All too often though the wrong things are measured, or not all variables are measured. What data does not record, or worse, cannot record, can often be overlooked. While ostensibly data is there to provide assistance with building models and predicting future trends and movements, it sometimes leads to a very narrow view of one particular future, and fails to account for possibilities, that, though while unlikely, could potentially be devastating. This is what Nicholas Taleb writes about in his by turns unreadable but seminal work, Black Swan. The fictional, paranoid loner Fox Mulder of the hit series The X-Files had it right fifteen years ago when he lamented “in a universe of infinite possibilities, we may find ourselves at the mercy of anyone or anything that cannot be programmed, categorised or easily referenced”. The financial system before 2008 was a victim of such narrow thinking.
Hendrik Hertzberg, in his Talk of the Town column “Preventive Measures” in this week’s The New Yorker, made the adroit analogy with the 2002 film Minority Report in our quest to categorise and predict acts of crime. Hertzberg points out that in reality this “turns out to be a good deal more difficult than investigating such an act once it occurs”. Indeed, such prediction methods are being implemented, just with somewhat less efficacy than in the Tom Cruise movie. The stop-and-frisk procedure currently employed by the New York Police Department points to a sustained effort to engage in preventative measures to reduce crime, effectively what Cruise and his myrmidons were doing, albeit without the help of psychic imagery as in the film. While the psychic “Pre-Cogs” turned out to occasionally disagree, the success rate with stop-and-frisk is even less attractive. “In the final months of 2012”, writes the New York Times, only 4% of stops resulted in an arrest. But what is this low figure telling us…?
Hertzberg also alludes to the dilemma of mountains of data, produced without concern for oversight or management; producing more just because it’s possible to produce it, rather than thinking about the implications:
“This fall, the National Security Agency, the largest and most opaque component of the counter-terrorism behemoth, will [open] a billion-dollar facility [analysing] intercepted telecommunications… each of the Utah Data Center’s two hundred (at most) professionals will be responsible for reviewing five hundred billion terabytes of information each year, the equivalent of twenty-three million years’ worth of Blu-ray DVDs… that’s a lot of overtime.”
The other problem this data poses – and increasingly this goes for many industries that are jumping on the Big Data bandwagon – is that intelligence departments and businesses alike are now technically able to put quantifiable targets and figures to what they want to achieve, without considering whether such targets are actually applicable. Police claim the low stop-to-arrest ratio implies that they are preventing crimes by stopping someone before they act. There is nothing to argue otherwise. The New York Times article alludes to the debate over what ratio or percentage the Supreme Court would be comfortable with under the tenet of “reasonable suspicion”. This leads down a dangerous path where we treat data as an answer to a question, rather than as supporting evidence to an answer.
“Lots and lots of files” – Privacy, data and a new currency
One of the seminal television shows of the 1990s, The X-Files played on myths, legends and government paranoia to worldwide critical and popular acclaim. One of the key episodes of the series found the lead characters, FBI agents Mulder and Scully, happening upon an abandoned mining facility. Contained inside were row upon row of filing cabinets. Inside, thousands of names spilled forth. The sheer number of file drawers is a visual feast for the viewer. But there is more; one of the agent’s names is in those files. Personal data on her (in the form of a tissue sample) has been taken without consent. Down the rabbit hole we go…
We have always operated under the assumption that governments must surveil in order to protect its citizens. The difference today, as Edward Snowden has so plainly shown, is firstly that you are the one being watched, and secondly that the sheer extent of the surveillance and the pervasive nature of its collection is staggering. The pervasiveness of all this is a key point. Not much in the way of policy has changed really in the past fifty years, it’s just that spying on swathes of the world’s population has become increasingly easier and cheaper. Back in 2006, the UK’s Information Commissioner’s Office warned that the country was moving “towards pervasive surveillance”. Such a prophecy seems to have turned into reality. It creates an uncomfortable feeling that those in charge do not have our best interests at heart, or at least that the ends do not justify the means.
Some of the finest publications in the world have been struggling to make sense of what all this means; Zeitgeist is using this post to highlight some of those key thoughts and issues covered. Back in September, The New York Times reported, paradoxically,
“Even agency programs ostensibly intended to guard American communications are sometimes used to weaken protections. The N.S.A.’s Commercial Solutions Center, for instance, invites the makers of encryption technologies to present their products to the agency with the goal of improving American cybersecurity. But a top-secret N.S.A. document suggests that the agency’s hacking division uses that same program to develop and ‘leverage sensitive, cooperative relationships with specific industry partners’ to insert vulnerabilities into Internet security products.”
Zeitgeist remembers dining alone in New York in September poring over the news. The NSA tried to ask for permission to legally insert a ‘backdoor’ into all digital encryption, but were denied. So they went ahead and did it anyway. They influenced government policy that led to fundamental weaknesses in encryption software. Last week, a federal judge considered the constitutionality of the US’s surveillance programmes. He called the technology used by the NSA “almost Orwellian” and ordered it to stop collecting the telephone records of two plaintiffs. It is one of several cases currently underway.

Click to see The New Yorker’s infographic on what personal data is made available to social networks and their advertisers
Of course, such spying would have not have been possible without the consent – tacit or otherwise – of companies in the private sector. There is clamor in the US, UK, Brazil and other countries for more restrictive regulation that makes it harder to collect consumer data. Such policy could make data analysis and collection onerous and might have a significant impact for those businesses that make a living out of using such data. As The Economist puts it,
“Should all this make it harder and costlier for companies to gather information, that would hurt the likes of Facebook and Google, which depend on knowing enough about their customers to ping them with ads that match their tastes.”
The New Yorker recently featured a fascinating article complete with unnerving infographic (excerpted image above) showing just how much information we display on our various social networks is then shared with the platform and its advertisers. This month, a new film, Her, arrives in cinemas, from the director of Being John Malkovich. The heroine is a disembodied voice – acted by Scarlett Johansson – who serves as operating system. The line between her servitude and rapid consumption of all her user’s data quickly becomes blurred. As the reviewer Anthony Lane puts it, also for The New Yorker,
“Who would have guessed, after a year of headlines about the N.S.A. and about the porousness of life online, that our worries on that score—not so much the political unease as a basic ontological fear that our inmost self is possibly up for grabs—would be best enshrined in a weird little [film]?”
Unsurprisingly, the results of a recent YouGov poll in the UK showed consumers were now far less willing to part with their own data. Almost half would be less willing to share their personal data with companies in the next five years. A mere 2% said they would be more willing to do so. Part of the problem lies in a lack of transparency: who is using my data, which piece of information exactly, and how does it benefit them? More importantly, what am I getting in return for surrendering my data? Steve Wilkinson of Ernst & Young offered little in the way of cheering news, “Many customers have recognised that businesses are using their personal information to help increase revenues, and are starting to withdraw access to their private data… In spite of this, there is a reluctance to adopt incentives that encourage consumers to part with personal data”.
Writing in the FT yesterday, Evgeny Morozov penned an excellent article claiming the media was spending far too much time on the intricacies of government involvement rather than how the whole cocktail mixes together. The overreach, according to the author, is being treated as an aberration, that will disappear in the face of tighter controls and the harsh light of day. It should instead, Morozov argues, be treated as part of a worrying trend in which “personal information – rather than money – becomes the chief way in which we pay for services – and soon, perhaps, everyday objects”. The article continues,
“Now that every piece of data, no matter how trivial, is also an asset in disguise, they just need to find the right buyer. Or the buyer might find them, offering to create a convenient service paid for by their data – which seems to be Google’s model with Gmail, its email service… [W]e might be living through a transformation in how capitalism works, with personal data emerging as an alternative payment regime. The benefits to consumers are already obvious; the potential costs to citizens are not. As markets in personal information proliferate, so do the externalities – with democracy the main victim. This ongoing transition from money to data is unlikely to weaken the clout of the NSA; on the contrary, it might create more and stronger intermediaries that can indulge its data obsession.”
“Should we not be more critical of the rationale, advanced by the NSA and other agencies, that they need this data to engage in pre-emptive problem-solving? We should not allow the falling costs of pre-emption to crowd out more systemic attempts to pinpoint the origins of the problems that we are trying to solve. Just because US intelligence agencies hope to one day rank all Yemeni kids based on their propensity to blow up aircraft does not obviate the need to address the sources of their discontent – one of which might be the excessive use of drones to target their fathers. Unfortunately, these issues are not on today’s agenda, in part because many of us have bought into the simplistic narrative – convenient to both Washington and Silicon Valley – that we just need more laws, more tools, more transparency.”
“I hope for the comedy… I suspect the horror. Possibly in the future you’ll no longer be permitted to be who you think you are, or even who you’re pretending to be: You will be who they say you are, based on your data-mined, snooped-upon online presence. You’ll be stuck with that definition of yourself. You won’t be able to take off the mask.”
Such disconcerting thoughts on having your own personality dictated to you might once have been the stuff of science-fiction, apt for an episode of The X-Files. Besides adages of truth being stranger than fiction, the clarion call of these publications appears to be that people should be sitting up and taking notice of what has been going on over the last ten years with extensive policy / data / consumerism creep. It is not just the NSA, but the way society intertwines information for monetisation that must be scrutinised if we are to avoid having to worry about trivial things like playing videogames in peace.
Trends, threats and opportunities in the film industry
“In the 1950s… 80 per cent of the audience was lost. Studios tried many ways to win back this audience, including new technologies such as Cinerama, but none of these worked. What did work was to view the entire business as basically an intellectual properties business where they optimised on as many platforms as possible. That’s the business today.”
– Ed Epstein
Strategy is something that this blog has in the past accused the film industry of lacking, particularly when it comes to issues of development (over-leveraging risk with expensive tentpoles) and distribution (a lack of progressive thinking when it comes to day-and-date openings across platforms). This piece takes a look at how, in some areas, there are kernels of hope for the industry, as well as some specific areas that are ripe for improvement.
Given our initial contention, It was refreshing to discover this gem of an illustration (see top image) from none other than Walt Disney himself that was recently recovered from the archives, according to Harvard Business Review, showing “a central film asset that in very precise ways infuses value into and is in turn supported by an array of related entertainment assets”; all that’s missing is the strategic goal. Such forethought, of complementary assets combining to drive value, is arguably a symptom of the much-ballyhoed “synergy” and convergence the industry has undergone over the past ten to fifteen years; here was Walt writing about in 1957. The HBR article contends that it is not just synergy that is important, but in identifying those areas where you possess “unique synergy”. Disney’s current state, with Pixar, Marvel and Lucasfilm as content production houses, is an impressive pursuit of such a unique synergy, helped in no small part by having the impressive Bob Iger at the helm. The recent announcement of a Han Solo origin story, with the pair behind 21 Jump Street attached to direct, would have been to music to many a filmgoer’s ears. Unfortunately, the danger of undue risk from arranging a surfeit of tentpole releases remains, and is unlikely to be challenged while films such as Tomorrowland tank and Jurassic World soar. A brilliant piece on the evolution of the summer blockbuster, featured in the Financial Times recently, can be found here.
The film industry in China is a subject we last wrote about around a year ago. It’s a booming scene out there (last year China added as many screens as there are in all of France), which despite a quota on foreign film has proved enormously profitable to Hollywood. And while some films have had to seek opaque deals that ensure the inclusion of Chinese settings and talent in order to get the thumbs up for exhibition in China – e.g. the latest iteration of Transformers – others pay scant attention to such cultural pandering, and meet with similar success. In June, the Financial Times wrote that Furious 7 had no Chinese elements, but still managed to break “all-time box-office records since its release in China in April, taking in almost $390m”. Importantly, the figure beat the US’s taking of $348m. China is due to be the largest movie market in the world in less than three years. As we have written before, part of this is due to the cultural interest in moviegoing; people will see pretty much anything in China while the experience is still new and tantalising. While good for revenues, it does imply that content produced will be increasingly skewed – at least for a while – to lowest common denominator viewing that titillates rather than stimulates. The sheer volume of takings for such fare is ominous; of the fastest films ever to reach $1bn globally at the box office, three are from this year. China has played no small role in this development.
However, all is not as rosy as it could be. Traditional players in the industry are wary of new entrants. Domestic companies Baidu, Alibaba and Tencent, YoukuTudou and Leshi have either partnered with studios for exclusive distribution deals over online platforms – irking the exhibitors – or simply investing in developing their own studios and content production. The FT writes, “[c]ollectively, these internet firms co-produced or directly invested in 15 films in 2014, which earned more than Rmb6bn ($965m) at the box office last year – a fifth of total receipts… Industry participants worry that these internet giants may soon seek to cut them out of the equation altogether“.
How to respond to such disruption? Well, they might for a start take a step up in their customer engagement management, from developing more complex segmentation to encouraging retention, whether it be to a particular studio or a particular cinema. At a simple level, this might mean things like not revealing the twists of films in the trailer. At a more complex level, it might involve working with social networks, perhaps even some of the very ones otherwise considered as competitors, listed above, to gain Big Data insights that can better inform messaging, targeting and identification of high-value users. Earlier this year, Deloitte worked with Facebook to produce a piece of thought leadership that looked to do just that, helping telcos with what was defined as “moment-based”, dynamic segmentation, with initial work and hypothesis from Deloitte and their Mobile Consumer Survey correlated against Facebook’s data trove. Using different messages over innovative channels, for example on WeChat, would also likely prove fruitful. Luxury brands, long the laggards in digital strategy, have recently been making headway in customer engagement via such methods. Looking further ahead, they might also consider how their “unique synergy” will be positioned for future consumer trends. The Internet of Things is set to fundamentally change the way we go about our lives, including the relationship businesses have with their customers. How will it impact movie-going and people’s relationship with the cinema? For all the global talk on the impact of such devices, the film industry has yet to develop any coherent thinking on it. One bright area is the subject we mentioned at the beginning of our article; collapsing release windows. Paramount announced earlier this month they have reached an agreement with two prominent US exhibitor chains, Cineplex and AMC, to “reduce the period of time that movies play exclusively in theaters” to just 17 days for two specific films, according to The Wrap. It’s not clear what financial (or otherwise) incentives the theater chains received for such a deal.
So while the threat of disruption is ever-present – as it is for so many industries around the world right now – there are ample opportunities for studios and exhibitors to up their game, through better targeting, better communication, better distribution deals, and, just maybe, better product.
The future of retail – What digital will do next for commerce
Back in July of this year, while schoolchildren dreamt of holidays and commuters sweated their way to work, management consultancy McKinsey sat down with president of eBay Marketplaces Devin Wenig. The interview is above; we’re going to pick on some highlights below as Wenig pontificated on the future of bricks and mortar stores, the change needed in marketing, the fallacy of big data and what will make for good competitive advantage over other retailers in the months and years to come. Often with talking heads the output can be generic and anodyne. Wenig though offers some insightful thoughts.
The future of the store: “I think stores are going to become as much distribution and fulfillment centers as they are full-fledged shopping experiences… They’ll become technology enabled so that you can go to a store and see enough inventory, but you may shop “shoppable windows.” We’re building those right now for retailers around the world. You may end up hollowing out the real estate, where the showroom is a much smaller part of the footprint, and the inventory and the distribution center become more of that footprint.”
How marketing needs to change: “There are still many instances that I see where it is old-school marketing. It’s still about major TV campaigns, get people into the stores. That’s still important, and that’s not going to go away. But understanding how to engage in a world of exploding social networks, how to use search, how to use catalog, how to optimize, and how to engage—very different skills.”
Competitive advantage: “I think the answer is data… While from the merchant standpoint incredible selection may seem great, from the consumer standpoint it can be overwhelming. I actually don’t want to shop in a store with a billion items for sale, I’m just looking for this. Data is the way to connect a long-tail advantage with consumers that oftentimes want simplicity.”
Executing on strategy: “Great data is both art and science. There’s a lot of press about the science; there’s not as much about the art. But the truth is that judgment matters a lot… we bring quantitative analysis to that to say, “The right way to look at our customers is this, not this,” even though there are infinite ways we could.”
The fallacy of big data: “It’s not about big data, it’s about small data. Big data is useless… it’s about me connecting with you, my business connecting with you. You don’t want to be part of a big data set; you’re just looking to buy a shirt. And that’s about small data. That’s about understanding insights that I can glean about you that don’t feel intrusive, don’t feel creepy, and don’t feel artificial—but feel natural. That, to me, is the future. There are glimmers of success there. I wouldn’t say the industry has arrived. For all the rhetoric about data, it’s a work in progress, but a critically important work in progress.”
Merging experiences: “E-commerce [fulfills] a utilitarian function… Stores have an important element of serendipity… The future of digital commerce is trying to get the best of both… we’re trying to spur inspiration.”
China – Tech sector and Film industry moves
“China is at an end”. This lament was heard to echo through the auditorium of London’s Royal Opera House earlier this month, part of the libretto of Puccini’s Turandot. In it, a ruthless, hereditary ruler presides over the nation with a culture of fear, and everyone in the country appears to have a role affiliated with or subject to the state. A far cry from today then.
In this article, we will look at movements in China’s tech sector and film industry.
Tech: Much news is pouring out of China currently as it looks to accelerate its digital maturity and capabilities, prompting varying degrees of concern, particularly as state actors look to influence the strategy and restrict the processes of individual corporate entities. Apple’s concession of building data centres in China is disappointing. No less ominous is China’s continued investment in artificial intelligence. The opportunity is a potential wellspring of innovation, but one likely to be geared toward autocratic ends (e.g. the identification, if not ‘prediction’, of those not towing the party line). Having relaxed the market only in recent years to allow videogames consoles, China’s regulators are now terrified of the impact of such things on children. Tencent saw >$15bn in market value lost in one day earlier this month when they restricted playing hours on their number one game to two hours a day for 12-18 year olds. This move was anticipatory, after much government and media speculation over the game’s addictive nature. As the Financial Times reports,
“Two weeks ago a 17-year-old boy in Guangzhou suffered a stroke after playing nonstop for 40 hours. Last week state media reported a 13-year-old boy in Hangzhou had broken his legs jumping from a third-floor window after his parents stopped him from playing.”
Surely if Tencent is under pressure, no one is safe? So it seems; Weibo became the victim of over-eager government chin-wagging recently, with shares dropping 6% on the revelation that it was banned from showing user videos without the appropriate licence. As with many other social platforms, video is a key revenue medium. According to the FT, 20% of Weibo’s $170m advertising revenue in the first quarter was from video; Chinese social users dedicate 25% of their time on mobile devices to watching video.
Film: 2017 seems to be a year of reckoning for the motion picture industry in China. The market has spent over a decade providing increasingly huge amounts of revenue to Hollywood studios, gradually relaxing its annual quota of releases further as allegations over nefarious dealings had been largely ignored. At one time, China’s box office was predicted to become the biggest in the world at some point this year. That talk has now ceased. PwC recently made a more sober prediction of 2021. The last twelve months have seen:
- A dramatic slowdown in overall box office in China
- Domestic product reaching new lows of box office takings
- Increased visibility of what appears to be widespread fraud at the box office, allocating ticket sales from one film to another
- A higher share of revenue for Hollywood fare
These four things are, unsurprisingly, connected! There have long been anecdotal stories about how local exhibitors will give cinema-goers the “wrong” ticket for a movie – especially when it is a foreign film – giving the audience receipts for a local domestic film instead, in order to inflate its box office performance. Also known as fraud. There are non-illegal reasons for relatively poor performance too. Local product still tends to be technically and narratively inferior to Hollywood films, as well as often being extremely derivative. Of the top 10 selling films in the second quarter, only two were made at home; in previous years the balance between revenues from domestic and foreign films has been closer to 50-50. The addition of 9,000 screens has not budged the needle. As a result, Variety points out, “Many Chinese movies have opened strongly, but then faded fast”. The Financial Times writes that “China may still see its first drop in ticket sales in more than 20 years in 2017”. Regulators have added salt to the wound (aka opened up the market), scrapping the annual ‘domestic film industry protection month’, where only Chinese films are allowed to be shown in theatres. Hollywood studios should not celebrate their relative success too much; its tactic of vast amounts of Chinese product placement was commercially successful in the fourth iteration of Transformers; less so with the fifth (and hopefully last) iteration.
M&A in the industry has been affected by a wider clampdown on capital outflow, which has put the kibosh on large deals by companies like Wanda, which recently sought to purchase Dick Clark productions. Political tension means associations with Wanda and AMC Entertainment are under scrutiny, in an effort to de-risk opaque dealings, and explains the absence of any South Korean films at the Shanghai International Film Festival earlier this summer. Signs continue of US/China co-productions (such as Marvel’s planned creation of a Chinese superhero). But further international cooperation could be hit by the factors mentioned above, especially when mixed with economic realities. You may have noticed Alibaba Pictures gracing the opening credits of the last Mission: Impossible film. The company’s $141m loss last year may give pause before further such outings.
All this is happening while Xi Jinping is in the midst of important domestic machinations to reorder his Politburo, on the macro level, while also, at the industry-level, seeking to re-negotiate the existing film important agreement. The MPAA has brought in PwC (the dudes that screwed up the Oscars’ Best Picture result) to audit Chinese box office takings for the first time, in order to presumably provide increased leverage in negotiations. Currently, according to Variety, studios get 25% of gross ticket receipts, “half of what theaters usually cough up in other major territories”. Stanley Rosen, a political science professor at USC who specializes in China, is downbeat regarding the potential scope of the audit, “It would be interesting to see what is allowed and what is off limits. My guess is the most egregious forms of box office manipulation will not be investigated.”
Mischief, managed – digital disruptors in need of legacy structures
“Move fast and break things”. That is the motto of Facebook, and unofficially many of its contemporaries. While much of the most visible impact of new digital organisations has been on how they respond to, engage with and influence user behaviour, just as significant has been the extent to which these organisations have eschewed traditional business models, ways of working and other internal practices. This includes traditional measures of success (hence the above cartoon from The New Yorker), but also of transparency and leadership. Such issues will be the focus of this piece, to compare the old with the new, and where opportunities and challenges can be found.
What makes digital-first organisations different
It’s important to acknowledge the utterly transformative way that digital-first companies do business and create revenue, and how different this is from the way companies operated for the past century. Much of this change can be summed up in the phrase “disruptive innovation”, coined by the great Clayton Christensen way back in 1995. I got to hear from and speak to Clay at a Harvard Business Review event at the end of last year; a clear-thinking, inspiring man. There are few things today that organisations would still find use in from the mid-90s, and yet this theory, paradoxically, holds. The market would certainly seem to bear this concept out. Writing for the Financial Times in April, John Authers noted,
Tech stocks… are leading the market. All the Fang stocks — Facebook, Amazon, Netflix and Google — hit new records this week. Add Apple and Microsoft, and just six tech companies account for 29 per cent of the rise in the S&P 500 since Mr Trump was inaugurated.
The FANG cohort are entirely data-driven organisations that rely on user information (specifically user-volunteered information) to make their money. The more accurately they can design experiences, services and content around their users, the more likely they are to retain them. The greater the retention, the greater the power of network effects and lock-in. (Importantly, their revenue also make any new entrants easily acquirable prey, inhibiting competition). These are Marketing 101 ambitions, but they are being deployed at a level of sophistication the likes of which have never been seen before. Because of this, they are different businesses to those operating in legacy areas. These incumbents are encumbered by many things, including heavily codified regulation. Regulatory bodies have not yet woken up to the way these new companies do business; but it is only a matter of time. Until then though, the common consensus has been that, working in a different way, and without the threat of regulation, means traditional business structures can easily be discarded for the sake of efficiency; dismissed entirely as an analogue throwback.
The dangers of difference
One of the conceits of digital-first organisations is that they tend to be set up in order to democratise the sharing of services or data; disruption through liberalising of a product so that everyone can enjoy something previously limited via enforced scarcity (e.g. cheap travel, cheap accommodation). At the same time, they usually have a highly personality-driven structure, where the original founder is treated with almost Messianic reverence. This despite high-profile revelations of the Emperor having no clothes, such as with Twitter’s Jack Dorsey as well as Google, then Yahoo’s, now who-knows-where Marissa Mayer. She left Yahoo with a $23m severance package as reward for doing absolutely zero to save the organisation. Worse, she may have obstructed justice by waiting years to disclose details of cyberattacks. This was particularly galling for Yahoo’s suitor, Verizon as information came to light in the middle of its proposed purchase of the company (it resulted in a $350m cut to the acquisition price tag). The SEC is investigating. The silence on this matter is staggering, and points to a cultural lack of transparency that is not uncommon in the Valley. A recent Lex column effectively summarised this leader worship as a “most hallowed and dangerous absurdity”.
Uber’s embodiment of the founder-driven fallacy
Ben Horowitz, co-founder of the venture capital group Andreessen Horowitz, once argued that good founders have “a burning, irrepressible desire to build something great” and are more likely than career CEOs to combine moral authority with “total commitment to the long term”. It works in some cases, including at Google and Facebook, but has failed dismally at Uber.
– Financial Times, June 2017
This culture that focuses on the founder has led to a little whitewashing (few would be able to name all of Facebook’s founders, beyond the Zuck) and a lot of eggs in one basket. Snap’s recent IPO is a great example of the overriding faith and trust placed in founders, given that indicated – as the FT calls it – a “21st century governance vacuum“. Governance appears to have been lacking at Uber, as well. The company endured months of salacious rumours and accusations, including candid film of the founder, Travis Kalanick, berating an employee. This all rumbled on without any implications for quite some time. Travis was Travis, and lip service was paid while the search for some profit – Uber is worth more than 80% of the companies on the Fortune 500, yet in the first half of last year alone made more than $1bn in losses – continued.
Uber’s cultural problems eventually reached such levels (from myriad allegations of sexual harassment, to a lawsuit over self-driving technology versus Google, to revelations about ‘Greyball’, software it used to mislead regulators), that Kalanick was initially forced to take a leave of absence. But as mentioned earlier, these organisations are personality-driven; the rot was not confined to one person. This became apparent when David Bonderman had to resign from Uber’s board having made a ludicrously sexist comment directed at none other than his colleague Arianna Huffington, that illustrated the company’s startlingly old-school, recidivist outlook. This at a meeting where the company’s culture was being reviewed and the message to be delivered was of turning a corner.
A report issued by the company on a turnaround recommended reducing Kalanick’s responsibilities and hiring a COO. The company has been without one since March. It is also without a CMO, CFO, head of engineering, general counsel and now, CEO. Many issues raise themselves as a start-up grows from being a small organisation to a large one. So it is with Uber – one engineer described it as “an organisation in complete, unrelenting chaos” – as it will be with other firms to come. There is only a belated recognition that structures had to be put in place, the same types of structures that the organisations they were disrupting have in place. The FT writes,
“Lack of oversight and poor governance was a key theme running through the findings of the report… Their 47 recommendations reveal gaping holes in Uber’s governance structures and human resources practices.”
These types of institutional practices are difficult to enforce in the Valley. That is precisely because their connotations are of the monolithic corporate mega-firms that employees and founders of these companies are often consciously fighting against. Much of their raison d’être springs from an idealistic desire to change the world, and methodologically to do so by running roughshod over traditional work practices. This has its significant benefits (if only in terms of revenue), but from an employee experience it is looking like an increasingly questionable approach. Hadi Partovi, an Uber investor and tech entrepreneur told the FT, “This is a company where there has been no line that you wouldn’t cross if it got in the way of success”. Much of this planned oversight would have been anathema to Kalanick, which ultimately is why the decision for him to leave was unavoidable. Uber now plans to refresh its values, install an independent board chairman, conduct senior management performance reviews and adopt a zero-tolerance policy toward harassment.
Legacy lessons from an incumbent conglomerate
Many of the recommendations in the report issued to Uber would be recognised by anyone working in a more traditional work setting (as a former management consultant, they certainly ring a bell to me). While the philosophical objection to such things has already been noted, the notion of a framework to police behaviour, it must also be recognised, is a concept that will be alien to most anyone working in the Valley. Vivek Wadhwa, a fellow at the Rock Center of Corporate Governance, clarified, “The spoiled brats of Silicon Valley don’t know the basics. It is a revelation for Silicon Valley: ‘duh, you have to have HR people, you can’t sleep with each other… you have to be respectful’.”
Meanwhile, another CEO stepped down recently in more forgiving circumstances, recently but which still prompted unfavourable comparisons; Jeff Immelt of General Electric. As detailed in a stimulating piece last month in The New York Times, Immelt has had a difficult time of it. Firstly, he succeeded in his role a man who was generally thought to be a visionary CEO; Jack Welch. Fortune magazine in 1999 described him as the best manager of the 20th century. So no pressure for Immelt there, then. Secondly, Immelt became Chairman and CEO four days before the 9/11 attacks, and also had the 2008 financial crisis in his tenure. Lastly, since taking over, the nature of companies, as this article has attempted to make clear, has changed radically. Powerful conglomerates no longer rule the waves.
Immelt has, perhaps belatedly, been committed to downsizing the sprawling offering of GE in order to make it more specialised. Moreover, the humility of Immelt is a million miles from the audacity, bragaddacio and egotism of Kalanick, acknowledging, “This is not a game of perfection, it’s a game of progress.”
So while the FANGs of the world are undoubtedly changing the landscape of business [not to mention human interaction and behaviours], they also need to recognise that not all legacy structures and processes are to be consigned to the dustbin of management history, simply because they work in a legacy industry sector. Indeed, more responsibility diverted from the founder, greater accountability and transparency, and a more structured employee experience might lead to greater returns, higher employee retention rates and perhaps even mitigate regulatory scrutiny down the line. The opportunity is there for those sensible enough to grasp it.
Answering the call to greater engagement (and revenues): WhatsApp, WeChat and chatbots

’39 Steps’ to more revenues
Not that we like to dwell on “I told you so” situations, but Zeitgeist has been rambling on about the missed opportunities of WhatsApp – relative to its Asian counterparts like Line and WeChat – for at least a year now. The platform, owned by Facebook, has had a real opportunity to borrow a page from its analogous peers in the East, particularly with regard to B2C opportunities, for some time now. It was hugely gratifying therefore when last week it was announced that WhatsApp will allow businesses to send messages to users of the platform.
Whatappening in business
The Financial Times suggests example messages along the lines of “fraud alerts from banks and updates from airlines on delayed flights”. It’s about random companies sending you somewhat-tailored messages. Snore. The potential here is so much more monumental. Think of the potential for a fast-food service, or a news publisher (we said think; we’re not going to do all your work for you). What the platform won’t do is start serving banner ads in the app. Firstly because Facebook surely acknowledge what a horrendous impact this would have on UX; secondly because WhatsApp strongly pushes their e2e encryption feature.
Interestingly, the way this will work is that Facebook will get access to your phone number (if you haven’t succumbed to their pleas asking for it already). It will formalise the link between your old-school Facebook account and your not so-old-school-but-not-quite-Snapchat-either WhatsApp account, as suggested by New York magazine. Apparently Facebook will also be able to offer you friend suggestions. Whew, yeah because that’s a tool I really am concerned about and wish was more useful and efficient.
The potential we referred to earlier (we’re still not going to do all your work for you) is around chatbots. Chatbots and this new era for WhatsApp surely make sense. And people are clamouring for them. According to eMarketer’s data from May, nearly 50% of UK internet users say they would use a chatbot to obtain quick emergency answers if the option were available. About 4 in 10 also said they would use a chatbot to forward a question or request to an appropriate human.
Whatsappening in the rest of the world
But to say WhatsApp has been missing the boat in terms of additional data insight or revenue streams outside Western markets is a touch unfair. As the FT detailed at the beginning of the month,
“Whether you are in the market for a nicely fattened goat from the United Arab Emirates or freshly caught fish in the port of Mangalore in India, you can place your order on WhatsApp”
Indeed, it seems though outside Western markets the app is used in an entirely different way. Even within Europe there are differences. In Spain it is extremely common to make and receive calls over WhatsApp. In the UK, many a caller has been befuddled by my attempts to reach them via the platform. The likes of WhatsApp though are particularly crucial in emerging markets like India, where many citizens have never registered for and may never now register for an email address. If this sounds ludicrous, it means you’re old. It’s why the aforementioned pleas from Facebook for your phone number, why Twitter occasionally does screen takeovers when you open the app asking for it, and why in a recent project engagement I managed, we recommended a major international film and TV broadcasting company that they do the same for their own login feature. The data below for emerging markets shows the astounding reach WhatsApp has managed (and the foresight in its purchase by Zuck):
While Benedict Evans of Andreessen Horowitz says the platform has struggled to acquire new customers for businesses versus Facebook and Instagram, it undoubtedly has been successful in strengthening relationships with existing customers. This is fine in Zeitgeist’s eyes. Retention is cheaper than acquisition; if you create a good CX you don’t need to worry about getting new customers. The emphasis should be on engendering loyalty, not on scrambling to reach the newbies all the time.
WeChat’s inimitable template
At the start of the piece we mentioned China’s WeChat (or Weixin) messaging platform, of which Zeitgeist is a big fan. Others are too, which is why by some estimates it’s worth $80bn. One of the advantages inherent in both WeChat and WhatsApp is that users have naturally gravitated to these applications without the need for them to be incentivised or “walled garden”ed into such interaction. And such engagement doesn’t start before you’re old enough to even lift a mobile device, again, you’re too old. As The Economist detailed in a piece earlier this month,
“[Four year-old Yu Hui] uses a Mon Mon, an internet-connected device that links through the cloud to the WeChat app. The cuddly critter’s rotund belly disguises a microphone, which Yu Hui uses to send rambling updates and songs to her parents; it lights up when she gets an incoming message back”
For the child’s mother, WeChat has replaced such antiquated features as a voice plan, as well as email. The application also integrates features for business use that mimic that of Slack in the US. According to the article she even uses QR codes to scan business associate profiles more than she uses business cards. QR came a little late to Western markets and despite the intentions of agencies like Ogilvy in the 2010s, has failed to take off. Its owner, Tencent, has used its powerful brand and powerful authentication convince millions to part with their credit card details. The likes of Snapchat and WhatsApp have yet to make the convincing case for this. It is this crucial element that allows the father of said family to use the app for eCommerce, contactless payments in store, utility bills, splitting the bill at restaurants, paying for taxis, paying for food delivery, theatre tickets and hospital appointments, all within the WeChat ecosystem. It is then no surprise that a typical user interacts with the app at least ten times a day.
Although we mentioned no incentivisation has been necessary, a state-backed campaign last Chinese New Year saw a competition for millions of dollars in return for people vigorously shaking their handset during a TV show, the way to both have the app interact with a TV programme as well as the way for users to make new friends who are also users, according to The Economist, which reported that “punters did so 11 billion times during the show, with 810m shakes a minute recorded at one point”.
McKinsey reported last year that 15% of WeChat users have made a purchase through the platform; data from the same consulting firm this year shows that figure has now more than doubled, to 31%. Can such figures be replicated in the West? Time and culture have led to WeChat’s pervasive effectiveness and dominance. Just like QR codes have never taken off in the West, so SMS and email never took off in China, so there was never a competing platform to ween people off when it came to messaging. What some people had used was Tencent’s messaging platform QQ, the successor of which became WeChat. QQ contacts were easily transferable. Gift-giving idiosyncracies, leveraged and promoted with a big marketing push, as well as online games (from where over half of revenues derive) are both still nascent behaviours and territories for consumers and platforms, respectively, in the West.
Next steps
It’s fascinating of course that none of these apps for a moment consider charging for voice calls; that would anachronistic and simply bizarre. With WhatsApp’s latest announcement, it takes a step in the right direction, opening up additional revenue streams while also trying to develop a more cohesive ecosystem for its user base. Whether users in Western markets will be comfortable with a consolidation of features on one platform – owned by a company that is viewed by some as already having consolidated too much data on them – is an open question, and surely the first hurdle to begin tackling.
UPDATE (30/9/16): While messaging platforms are great, there are other opportunities to consider too. Shazam, the app that was a godsend for Zeitgeist while at university wanting to know what song was playing in the club, has been around for a while. It’s impressive then that is has managed to double its user base in the past two years, continuing its expansion into TV content. Product placement in the US has helped, and Coca-Cola worked with them on a big campaign last year. The company is breaking even for the time since 2011. An interesting platform to consider, for the right partner…