Category: Product

Here Are the Top Five Questions CEOs Ask About AI – CIO

Recently in a risk management meeting, I watched a data scientist explain to a group of executives why convolutional neural networks were the algorithm of choice to help discover fraudulent transactions. The executives—all of whom agreed that the company needed to invest in artificial intelligence—seemed baffled by the need for so much detail. “How will we know if it’s working?” asked a senior director to the visible relief of his colleagues.

Although they believe AI’s value, many executives are still wondering about its adoption. The following five questions are boardroom staples:

1. “What’s the reporting structure for an AI team?”

Organizational issues are never far from the minds of executives looking to accelerate efficiencies and drive growth. And, while this question isn’t new, the answer might be.

Captivated by the idea of data scientists analyzing potentially competitively-differentiating data, managers often advocate formalizing a data science team as a corporate service. Others assume that AI will fall within an existing analytics or data center-of-excellence (COE).

AI positioning depends on incumbent practices. A retailer’s customer service department designated a group of AI experts to develop “follow the sun chatbots” that would serve the retailer’s increasingly global customer base. Conversely a regional bank considered AI more of an enterprise service, centralizing statisticians and machine learning developers into a separate team reporting to the CIO.

These decisions were vastly different, but they were both the right ones for their respective companies.

Considerations:

  • How unique (e.g., competitively differentiating) is the expected outcome? If the proposed AI effort is seen as strategic, it might be better to create team of subject matter experts and developers with its own budget, headcount, and skills so as not distract from or siphon resources from existing projects.
  • To what extent are internal skills available? If data scientists and AI developers are already clustered within a COE, it might be better to leave the team as-is, hiring additional experts as demand grows.
  • How important will it be to package and brand the results of an AI effort? If AI outcome is a new product or service, it might be better to create a dedicated team that can deliver the product and assume maintenance and enhancement duties as it continues to innovate.

2. “Should we launch our AI effort using some sort of solution, or will coding from scratch distinguish our offering?”

When people hear the term AI they conjure thoughts of smart Menlo Park hipsters stationed at standing desks wearing ear buds in their pierced ears and writing custom code late into the night. Indeed, some version of this scenario is how AI has taken shape in many companies.

Executives tend to romanticize AI development as an intense, heads-down enterprise, forgetting that development planning, market research, data knowledge, and training should also be part of the mix. Coding from scratch might actually prolong AI delivery, especially with the emerging crop of developer toolkits (Amazon Sagemaker and Google Cloud AI are two) that bundle open source routines, APIs, and notebooks into packaged frameworks.

These packages can accelerate productivity, carving weeks or even months off development schedules. Or they can exacerbate collaboration efforts.

Considerations:

  • Is time-to-delivery a success metric? In other words, is there lower tolerance for research or so-called “skunkworks” projects where timeframes and outcomes could be vague?
  • Is there a discrete budget for an AI project? This could make it easier to procure developer SDKs or other productivity tools.
  • How much research will developer toolboxes require? Depending on your company’s level of skill, in the time it takes to research, obtain approval for, procure, and learn an AI developer toolkit your team could have delivered important new functionality.

3. “Do we need a business case for AI?”

It’s all about perspective. AI might be positioned as edgy and disruptive with its own internal brand, signaling a fresh commitment to innovation. Or it could represent the evolution of analytics, the inevitable culmination of past efforts that laid the groundwork for AI.

I’ve noticed that AI projects are considered successful when they are deployed incrementally, when they further an agreed-upon goal, when they deliver something the competition hasn’t done yet, and when they support existing cultural norms.

Considerations:

  • Do other strategic projects require business cases? If they do, decide whether you want AI to be part of the standard cadre of successful strategic initiatives, or to stand on its own.
  • Are business cases generally required for capital expenditures? If so, would bucking the norm make you an innovative disruptor, or an obstinate rule-breaker?
  • How formal is the initiative approval process? The absence of a business case might signal a lack of rigor, jeopardizing funding.
  • What will be sacrificed if you don’t build a business case? Budget? Headcount? Visibility? Prestige?

4. “We’ve had an executive sponsor for nearly every high-profile project. What about AI?”

Incumbent norms once again matter here. But when it comes to AI the level of disruption is often directly proportional to the need for a sponsor.

A senior AI specialist at a health care network decided to take the time to discuss possible AI use cases (medication compliance, readmission reduction, and deep learning diagnostics) with executives “so that they’d know what they’d be in for.” More importantly she knew that the executives who expressed the most interest in the candidate AI undertakings would be the likeliest to promote her new project. “This is a company where you absolutely need someone powerful in your corner,” she explained.

Considerations:

  • Does the company’s funding model require an executive sponsor? Challenging that rule might cost you time, not to mention allies.
  • Have high-impact projects with no executive sponsor failed?  You might not want your AI project to be the first.
  • Is the proposed AI effort specific to a line of business? In this case enlisting an executive sponsor familiar with the business problem AI is slated to solve can be an effective insurance policy.

5. “What practical advice do you have for teams just getting started?”

If you’re new to AI you’ll need to be careful about departing from norms, since this might attract undue attention and distract from promising outcomes. Remember Peter Drucker’s quote about culture eating strategy for breakfast? Going rogue is risky.

On the other hand, positioning AI as disruptive and evolutionary can do wonders for both the external brand as well as internal employee morale, assuring constituents that the company is committed to innovation, and considers emerging tech to be strategic.

Either way, the most important success measures for AI are setting accurate expectations, sharing them often, and addressing questions and concerns without delay.

Considerations:

  • Distribute a high-level delivery schedule. An unbounded research project is not enough. Be sure you’re building something—AI experts agree that execution matters—and be clear about the delivery plan.
  • Help colleagues envision the benefits. Does AI promise first mover advantage? Significant cost reductions? Brand awareness?
  • Explain enough to color in the goal. Building a convolutional neural network to diagnose skin lesions via image scans is a world away from using unsupervised learning to discover unanticipated correlations between customer segments. As one of my clients says, “Don’t let the vague in.”

These days AI has mojo. Companies are getting serious about it in a way they haven’t been before. And the more your executives understand about how it will be deployed—and why—the better the chances for delivering ongoing value.

Source : https://www.cio.com/article/3318639/artificial-intelligence/5-questions-ceos-are-asking-about-ai.html

CB Insights – History Of CVC: From Exxon And DuPont To Xerox And Microsoft, How Corporates Began Chasing ‘The Future’

CVC units have proliferated in recent years, but corporate venture’s roots go back to the dawn of America’s 20th Century business giants.

On On June 8, 2016  hundreds of businesspeople filed into the Metropolitan Pavilion in New York’s Chelsea neighborhood for a conversation featuring Fred Wilson of Union Square Ventures. They probably didn’t expect a take-down of corporate venture capital at the Future of Fintech conference, since corporate investors weighed heavily on the attendee and panelist list. But that’s what they got.

“Corporate investing is dumb,” he said. “I think corporations should buy companies. Investing in companies makes no sense. Don’t waste your money being a minority investor in something you don’t control. You’re a corporation! You want the asset? Buy it.”

Wilson’s comments cut against the grain. Corporate startup investing has actually grown steadily in recent years, with large companies from IBM to 7-Eleven investing in startups both directly and especially through dedicated venture capital arms. CVC units have become a relatively common feature of large corporate organizations, and companies seemingly far removed from tech and biotech are investing in startups, including Coca-Cola, Wal-Mart, and Campbell Soup Company.

So why do Fortune 500 corporations start corporate venture units and invest in small, risky companies developing untested products and services? Is it realistic for them to imagine they can absorb innovative technologies and business models simply by taking a stake in a startup? Can they compete for deals against specialists like Wilson and other top VCs who may be better compensated?

To answer these questions, it’s important to understand the history of corporate venture capital. Digging into the history, it’s clear that the tensions and contradictions surrounding CVC have been there from the start: the tension between financial and strategic aims, the contradictory evidence over whether startup investing actually works as a form of “outsourced R&D,” and the difficulty in competing for the best deals.

In this report, we dive into the history of corporate venture investing:

As CVCs increase in number and diversity, it will become increasingly important to understand their historical origins, motivations, and constraints.

uploadThe number of active CVC units has doubled since 2012

THE ORIGINS: GM AND DUPONT

In some sense, corporate venture capital can be traced back to the earliest days of America’s business giants.

It was 1914 when Pierre S. du Pont, president of chemical and plastics manufacturer DuPont, invested in a still private 6-year-old automobile startup named General Motors. Pierre du Pont had picked a winner. Like shares in a present-day Silicon Valley success, the stock leapt in value seven-fold over the course of World War I as wartime needs led to increased demand for automobiles.

After the war, the companies would become even more intertwined. DuPont’s board of directors invested $25M in GM, betting the cash injection could speed GM’s development, which in turn would also expand the demand for DuPont’s own goods — including artificial leather, plastics, and paints.

Not to mention, they saw GM as a promising investment. The company, which had gone public in 1916, was growing sales 56% annually, already had over 85,000 employees, and had begun building a new Detroit headquarters for its executives.

In other words, DuPont’s bet on GM blended strategic and financial aims, a mixed strategy that would also later come to define more formal corporate venture capital units.

DuPont, along with companies like 3M and Alcoa, would go on to pioneer the first major era of corporate venture investing. DuPont, in fact, developed the largest corporate venture program. This first flowering of CVC stretched from the late fifties and early sixties, roughly, until the stagflation crises of the seventies.

FIRST WAVE: CONGLOMERATE VENTURE CAPITAL, 1960-1977

The prevailing spirit of American big business at mid-century favored large diversified corporations operating in many sectors. The head of General Motors, which then employed hundreds of thousands of employees, could plausibly say that what was good for GM was good for the country.

GM headquarters, Detroit

The push for diversification was, in part, a result of strict anti-trust enforcement following the Great Depression, which prevented companies from exerting too much control in any of their established markets and forced them to look to new opportunities in order to increase profits. For companies looking to expand, corporate venture investing became a natural way to extend a company’s reach into a variety of different sectors and industries.

Early CVC investors had three primary motivations:

  1. Fast growing companies wanted to diversify and find new markets.
  2. American industrial conglomerates, at the height of their success, were flush with cash and wanted to put it to productive use.
  3. Venture capital was experiencing its first successes with the nascent tech industry, providing a model for corporations to follow.

CVC investors during this early period included many titans of American industry: Dupont, 3M, Alcoa, Boeing, Dow, Ford, GE, General Dynamics, Mobil, Monsanto, Ralston Purina, Singer, WR Grace, and Union Carbide.

Not many of these companies are the sort of brands we would traditionally associate with venture capital (although amidst the current resurgence of CVC programs, many of these companies that have survived do in fact have CVC programs today). Earlier in the 20th Century, venture capital was not always exclusively tied to the tech or pharma industries. Indeed, there was not much of a tech industry to speak of during this period — computers still took up entire rooms and had not yet emerged from elite corridors into popular consciousness.

Early CVC investors employed a variety of CVC models, often at the same time. Companies invested in internal employee ventures, and tried to spin out languishing in-house technologies into new ventures. In addition, corporations also invested in external startups, usually firms that addressed the parent corporation’s needs or strategic objectives, as was the case with DuPont and 3M. The most successful of these early CVC programs was run by 3M, whose internal CVC program famously produced Post-it notes, a classic business school case study.

But there were also examples of companies that stretched further with their venture arms, looking far beyond their core businesses and embracing new technology as the key means of diversifying. While this may have been prescient, it was not necessarily prudent.

‘Very bright and very careful’: Exxon Enterprises in the first wave

An emblematic program of the first CVC era was Exxon Enterprises. Exxon was probably the largest CVC investor of the 1970s, overtaking DuPont, which is thought to have had the largest program in the 1960s.

The group was founded in 1964 with the intention of exploiting underutilized technologies from Exxon’s corporate labs. The group then later began to make minority investments in external startups and finally pivoted one final time to focus on computing systems for commercial use.

Behind Exxon’s push to diversify beyond the oil business were the 1970s energy crises, which began in 1973. With Middle Eastern countries and OPEC suddenly seemingly willing to choke off the largest sources of oil, the prognosis for the industry became much more uncertain.

The president of Exxon Enterprises said in 1976 that the goal of the program was “to involve the corporation in new technologies and in new business opportunities that could have some significance in the 1980s and beyond.” Exxon Enterprises invested in 37 ventures during the 1970s1, about half internal and half external; companies with names like Qume, Vydec, Ramtek, Qwip, and Xentex.

These companies made products far outside of Exxon’s core business: a test scoring machine, a high-speed printer, air pollution mitigation technology, a text-editing machine, surgery equipment, solar heating panels, graphite composite golf club shafts, and advanced computers (a partial list can be found here).

Exxon Enterprises also had two wholly owned subsidiaries, a company that manufactured and sold gasoline pumps and other service–station equipment and Exxon Nuclear, a commercial supplier of nuclear fuel products.

A company spokesperson told the New York Times in 1976 that small venture investments were one of the only ways the company could diversify while avoiding anti-trust litigation. The company, itself the product of a landmark antitrust suit, did, indeed, have a major acquisition blocked by the government a few years later.

Although the idea of Exxon investing in graphite composite golf club shafts may have seemed strange to some observers at the time, the company was generally praised for its efforts. An anonymous venture capitalist described Exxon Enterprises’ staff to The New York Times as “very bright and very careful.” And a writer at the Harvard Business Review argued in 1980 that corporate venture investing has “allowed Exxon to transform itselffrom a huge —though unglamorous — one-product, narrow-technology oil company” — that was already pulling in $49B per year in revenue at the time — “to an exciting company that is expanding into computers and communications, advanced composite materials, and alternative energy devices.”

Another VC investor speculated in 1976 that “someday you might be able to drive into the local Exxon station for gas and while you’re there, rent a telephone, a computer or almost anything else you want.”

As the years dragged on, Exxon grew impatient with its investments and tried to merge and consolidate these ventures under Exxon’s corporate structure, but the entrepreneurs, who had been promised relative freedom to pursue their projects as they saw fit, fled and the efforts collapsed, leading to tens of millions of dollars in losses.

Exxon Enterprises then regrouped and refocused, putting its emphasis on organizing its companies to sell computing systems and aspiring to become the next IBM or Apple. In fact, the company actually released a personal computer in 1982.

In addition, as part of this effort, it invested in and helped nurture an innovative microprocessing company by an early Intel engineer. But Exxon’s push for consolidation of its companies to achieve vertical integration in the computing market undermined its position as it unwillingly became a competitor to the same computing companies who bought its microprocessors. When Exxon shut down the program in 1984, the losses on computing investments alone had surpassed $2B. Exxon had again decided to remain a “narrow-technology oil company.”

The End Of The Diversification Era

The first wave of corporate venture capital was largely finished by 1973, although some companies, as we have seen, continued to soldier on through the decade. The immediate cause of the decline was the economic downturn — the oil shocks and the stagflation crises — which led to the collapse of the IPO market and dried up the rich cash flows that had been funding much CVC activity.

In addition, the seventies saw the “shareholders’ revolution” and companies pulled apart during the beginning of corporate raider era. There was also more lax anti-trust regulation. All this put an end to the frantic diversification pushing the first wave of CVC.

The average CVC program of this first era lasted four years. Another, less-known reason for the decline in CVC was a substantial increase to the capital gains tax in 1969, which hurt stand-alone venture capital firms — which many corporations emulated. By 1978, only 20 US corporations had an active CVC program.2 Around this time, however, regulatory, cultural, and technological changes took hold that would stimulate and spur the second wave of corporate venture capital activity into action.

THE SECOND WAVE: SILICON VALLEY, 1978-1994

The release of the first personal computers in the late 1970s was the signature event that would ultimately drive the second wave of corporate venture capital investment. While corporations in the first wave looked inward for innovation and invested externally to diversify their businesses, the second wave was marked by recognition of the epochal changes introduced by computers and a sense in the business community that they must engage or risk obsolescence.

Technology was becoming a consumer-facing industry and Silicon Valley was becoming “Silicon Valley” in the popular imagination in the early 1980s; Time Magazine named the computer as its machine of the year in 1983. The hype surrounding the PC’s rise set a pattern that would continue in subsequent periods of corporate venture capital activity: a new, “can’t miss” technology breaks through in the market, generates enthusiasm in the business community and broader culture, and ultimately helps stimulate investment activity.

Early tech success stories like Microsoft and Apple were celebrated by the press, and their founders, Bill Gates and Steve Jobs, came to represent a new kind of businessmen in a culture still dominated by the staid image of the company man. Gates and Jobs were already near-celebrities, a whiff of counterculturalism about them. As a result, entrepreneurship became a buzzword for the first time.

A contemporary article in The New York Times proclaimed, “A Pioneer Sweeps Business” and offered the following observations:

Nearly 160 schools now offer courses in entrepreneurship — up from 16 in 1970. At Harvard — training ground for the new generation of business leaders — nearly two-thirds of all students take the entrepreneurial management course and, last year, 80% of first-year Harvard students said they wanted to own and manage their own business someday.

Some of the people are going into business not because they have a fundamental belief in American capitalism, but because they have a social mission.

Young people by the droves — refugees from corporate life, career-minded housewives and the cream of the business school elite — are turning their backs on giant corporations and going it alone. In doing so, they have pushed forth America’s inventive edge and are restoring vitality to an economy that, far too often in recent years, seemed to have lost its competitive might.

None of this would sound unusual in 2017 (or 1998) — but this article was written in 1984. Zenas Block, a professor of management at New York University, told The New York Times in 1985, “media publicity given to private entrepreneurship has been considerable, and that has had a major impact on large corporations.”

CVCs are followers not leaders

As is often the case in the history of CVC, corporate investors largely followed the lead of private venture capital, which was reinvigorated by favorable regulatory changes in the late seventies. Private VC received a big boost in 1978 when the capital gains tax was significantly reduced, and then again in 1980, when it was lowered once more, incentivizing investment and creating a boom in venture capital. This increased the pool of capital available to entrepreneurs, incentivizing entrepreneurship, and creating a positive feedback loop. Between 1977 and 1982, the amount of money dedicated to venture capital grew from $2.5B to $6.7B.

Corporate funds accounted for a significant portion of this capital. Money from public corporations accounted for 41% of the $2.5B dedicated to the diminished venture capital industry in 1977, which includes both active corporate investors and passive investments by corporations in independent VC firms. By 1982, that figure had fallen to 27% of the $6.7B dedicated to venture capital, which nonetheless still represents an increase in overall corporate dollars.

Companies employed several models in pursuing corporate venture capital programs during this period, often pursuing multiple strategies at once.

  • Some companies preferred an indirect approach. Many companies simply gave their money to independent VC firms. Around 100 companies used this approach in 1987; by 1989, $483M of corporate money was invested in independent VCs, 20% of the total.
  • Other times corporations provided the capital for a dedicated VC fund handled by an external fund manager, an indirect approach known as a client-based fund. Corporations sometimes teamed up to create a client-based fund; AT&T, 3M, and Gulf and Western, for example, came together to create Edelson Technology Partners, operated by a former Wall Street analyst. The number of client-based funds rose from 31 in 1982 to 102 in 1987.3
  • Internally managed CVC funds also grew in popularity over the decade, rising in number from 28 in 1982 to 76 in 1988. Some corporations made direct VC-style investments outside of any dedicated CVC fund; corporates made 245 such deals in 1985, up from 30 in 1980.
  • Others pursued more idiosyncratic strategies. Eastman Kodak, for example, used a significant percentage of its $80M CVC fund to finance internally developed employee ideas that fell outside of its core business.
 The motivations behind the second wave of corporate venture capital largely mirrored those of the first: companies wanted access to technology, sometimes as means for diversification or sometimes to expand into adjacent product lines, albeit in a more disciplined, less wide-ranging fashion than during the first wave of CVC, rationalizing that CVC was often cheaper and more profitable than outright acquisition.


Silicon Valley, 1991. Source: Reddit/Imgur via Business Insider

Access to technology could also mean protecting or hedging against existing technologies. When the tech industry was looking for alternatives to silicon-based chips, Analog Devices, a maker of silicon-based chips, started a CVC program to invest in competing technologies. No alternative was found and Analog Devices’ investments largely failed — but the company would have been well-positioned had an alternative emerged.

Given some of these motivations, the parent corporate’s strategies were not always beneficial for the startups they invested in. General Motors, for example, invested in five machine vision companies in order to create technology that could automatically inspect parts on the assembly line. The company pushed these companies’ product development strategy to meet GM’s needs until finally they decided to abandon the tech and cut spending on the products, effectively abandoning the companies.

CVC expands its reach

While the second wave of CVC was largely focused on the technology industry, this was not exclusively the case. Colgate, Raytheon, and GM, for example, had CVC programs. General Electric still had its CVC fund from the first wave and invested in a number of successful tech startups. Xerox, Johnson & Johnson, Dow, WR Grace, and Motorola likewise maintained CVC programs from the first wave.

There were also a number of robust CVC investors among metal and chemical companies, such as Dow and WR Grace. One of the most active CVC investors of the period was Lubrizol Corporation, a chemical company, which invested in, among other companies, Genentech, which was backed by Kleiner Perkins Caufield & Byers and was one of the giant exits of 1999, when it went public with a $10.8B valuation.

In addition, the second wave of CVC was when, for the first time, foreign companies, especially from Japan, instituted CVC programs as well, although the investment was still largely confined to the US. Japanese companies made 60 investments in US-based companies in 1989, and their share of US-based CVC programs rose to 12% from 3% in 1983.

By 1990, there were 138 corporate investors in European VC funds, although only a few European corporates had internally managed CVC funds.4

Mark Radtke of consulting firm Venture Enterprises told The New York Times in 1986 that foreign corporations viewed VC as “an easy way … to effect a technological transfer,” i.e. gain access to new American technology.

There was also some investment flowing in the opposite direction. For example, Monsanto, DuPont, 3M, IBM, and Apple teamed up to create a client-based fund focused on European investments.

Hedging against the past: Xerox Technology Ventures

One of the most prominent corporate investors of the second wave was Xerox, then one of the most cutting-edge companies in Silicon Valley, partly because of its famous Palo Alto Research Center (PARC).

Xerox Parc, 2003

Xerox had had an active CVC program since the 1960s, operating an internally managed fund that invested in some of the most legendary figures in Silicon Valley, including Raymond Kurzweil and Steve Jobs. Kurzweil got his start in technology when Xerox invested in his first company, Kurzweil Applied Intelligence Inc., in 1982, to develop a computer that could transcribe spoken English. The idea behind the investment was to create technology that would increase demand for Xerox’s printing products when it ultimately hit the market.

When Apple released its revolutionary Macintosh computer, some observers claimed that it had commercialized technologies first developed at Xerox PARC, such as the mouse, windows, and icons, even dating the origin of the supposed copying to a 1979 visit to the lab by Jobs and other Apple employees — the tour is considered a seminal event in Silicon Valley lore. Although the accusation that Apple outright copied its ideas for user interface from Xerox is generally refuted today, the revelations stung Xerox’s management. The company was eventually spurred into rethinking its CVC program in an effort to better capitalize on the company’s languishing in-house technologies.

Xerox started Xerox Technology Ventures (“XTV”) in 1988 to exploit and monetize the technology created in PARC and its other research labs, funding it with $30M.

The company’s chairman said at the time that it was “a hedge against repeated missteps of the past.” Apple was one of several examples in which technology initially developed by Xerox was commercialized by more nimble competitors.5 These “missteps” were prominently highlighted in a book released that same year, Fumbling the Future: How Xerox Invented, Then Ignored, the First Personal Computer.

Not everyone thought the way Xerox had handled development at PARC was so terrible. Robert Adams, who would go on to lead XTV, argued, “The laser printer alone paid for all of the other PARC research projects many times over. If some of the innovation results fall off the wagon, so what?”

XTV was modeled on the structure and practices of independent VC firms, one of the earliest examples of a quasi-independent CVC unit like what we see today: Managers were given flexibility to act quickly on investment decisions, were allowed to invest $2M without asking for permission, had autonomy to monitor, exit, and liquidate investments, and were charged to maximize ROI. And in keeping with a typical VC firm, there was a compensation scheme that recognized big winners who drove results and thus rewarded greater risk taking.

Between 1988 and 1996, XTV invested in more than a dozen companies created from Xerox’s existing technologies. The companies were staffed with outside employees and allowed to make their own technological decisions, and Xerox never intended to maintain control of the companies, and involved outside VCs as the companies grew.

500004467-03-1Meeting at Parc

XTV was an enormous financial success, netting capital gains of $219M on the company’s initial investment, an astounding net internal rate of return of 56% — far larger than comparable returns by independent VCs during the same period.6

Nonetheless, XTV was terminated early and replaced with Xerox New Enterprises, which did not relinquish control of firms or allow for outside investment, and likewise used a more standard corporate investment compensation scheme.

Why was it scrapped despite the successes? XTV had created a lot of internal strife at Xerox, partly because of its compensation structure, which lavishly rewarded XTV’s executives, creating tension with other Xerox managers, a common problem for CVCs. In addition, some believed that XTV startups succeeded at the expense of other Xerox units while utilizing Xerox resources, which further undermined the VC unit.

A brief hiatus

The demise of XTV highlights the precarious position of even the most successful CVC programs, which can still fall victim to management’s whims or internal bickering between corporate units. The average lifespan of a CVC program between 1988 and 1996 was 2.5 years, one-third the duration of an independent VC.7

The 1987 stock market crash is widely considered to have brought the second wave of corporate venture capital to an end. CVC direct investment peaked in 1986, with approximately $750M of CVC investment, up from $300M the year before.8 The total number of companies with some sort of CVC program fell by a third between 1987 and 1992. Likewise, indirect CVC investment by investing in funds set up by independent VCs fell to $84M in 1992, from $483M in 1989.9

Nonetheless, some CVC indicators continued to rise after the crash. The number of internally managed CVC funds rose to 95 in 1991, from 76 in 1988, before falling to 69 in 1992, wiped out by the Savings & Loan recession.10

If Time Magazine’s “Machine of the Year” presaged the second major CVC wave, a different magazine cover more than a decade later augured the beginning of the third wave of corporate venture capital.

THE THIRD WAVE: IRRATIONAL EXUBERANCE? 1995-2001

On August 9, 1995, Netscape Communications Inc. went public and its shares more than doubled on the first day — an unprecedented event for a company that had yet to earn a profit. Six months later, Netscape founder Marc Andreessen — barefoot, sitting on what appeared to be a throne — was featured on the cover of Time magazine next to the headline “The Golden Geeks.”

The dot com boom had begun. If the personal computer was the breakthrough technology that drove the second wave of corporate venture capital, the internet was undoubtedly the impetus behind the third wave, which far outpaced its predecessors in scope and size.

In 2000 alone, more than 20 new CVC groups made their first investment, according to CB Insights data. Nearly 100 CVCs made their first investments in the years between 1995 and 2001.

Total dollars from deals involving CVCs grew to approximately $17B in 2000, or 25% of total funding to VC-backed companies in that year.

CVC also continued to internationalize during this period, even as the US remained the most important market. Between 1990 and 1999, 71% of CVC investors and 75% of CVC firms were located in the US; the real percentage of US-based firms may have been even smaller because some foreign corporations set up their CVC units in the US.12 Large Japanese companies, for example, began the practice of sending executives on work rotations in the offices of private VC funds they had invested in to bring the gleaned information and experience back to headquarters.13 American companies, conversely, began to use CVC as a means of accessing foreign markets or foreign technology.

The alternative R&D era sweeps in

Part of the reason for this enormous growth in CVC activity was, as always, hype building on hype. As Paul Gompers and Josh Lerner write in The Venture Capital Revolution, the publicity around early high-profile success stories like eBay and Yahoo “triggered the interest of many CEOs, who sought to harness some of the same energy in their organizations.” However, it also reflected real changes in the broader business environment.

Companies that had previously relied on a central R&D lab were experimenting with new models to drive innovation, because, as we have already seen from prior waves, new technologies often languished internally or were commercialized by more agile competitors, often startups. Small firms’ share of total dollars spent on R&D in the US rose from 4.4% in 1981 to 24.4% in 2009. At this point, startups are filing roughly 30% of patent applications.14 

CVC was thus a natural way for companies to access alternative R&D, allowing them to outsource at least part of their research and development to smaller, nimbler startups. Pharmaceutical companies and freshly ascendant tech mega-companies emerged as major CVC investors during this period.

However, whereas CVC investors were historically companies with a research and development DNA, the profile of CVC participants began to change with the enormous expansion of CVC investment. Media and advertising companies, for example, rushed into CVC for the first time. Reuters, News Corp., Reed Elsevier, and the WPP Group, among others, started CVC programs. The production company behind “The Blair Witch Project” even started a CVC fund with $50M of investment capital. (They successfully completed at least one investment but the production company shut down in 2003.)

The scale of companies’ individual CVC programs far outstripped anything that had come before. In September 2000, for example, the German media conglomerate Bertelsmann AG pledged $1B to a fund investing in new media startups — which, even if it was only a pledged figure, exceeded the size of total CVC investment at the height of the second wave.

The growth of CVC also accentuated some of its internal contradictions, notably around issues of compensation. Independent VCs were minting fortunes during the tech boom, seemingly overnight, far exceeding anything that had occurred prior. Many CVC programs, however, did not offer compensation structures like those of traditional VCs. CVCs couldn’t justify the enormous payouts to individual senior investors associated with successful VC investment and as a result companies would often train or develop CVC investors, only to see them jump to independent competitors in search of more lucrative compensation. GE Equity, for example, lost a total of 18 investors between 1998 and 1999, many of whom went to leading VC firms.

Despite this tension, this period saw closer collaboration between corporate and private venture capital investors than in any of the previous waves. This occurred because the VC market was overcrowded, and partnerships with corporations offered independent VCs a competitive advantage, according to Gompers and Lerner.

These partnerships often went beyond investment syndicates. Kleiner Perkins, for example, set up a Java Fund as a way for companies to stimulate demand for the technology by investing in companies creating Java-based applications, which held the promise of being compatible with multiple operating systems. Investors in the fund included Cisco Systems, Compaq Computer, IBM, Netscape Communications, Oracle, Sun Microsystems, and Tele-Communications Inc. These companies wanted to legitimize the language, which had the potential to break Microsoft’s chokehold on application development.

Others sought to benefit from the advantages of bringing private and corporate venture capital together. Texas Instruments, for example, partnered with independent VC Granite Ventures to create a fund, TI Ventures. The fund was directed to invest in strategic companies for TI, but within that, Granite focused on maximizing financial returns.

Approaches to CVC also began to change during this period. CVC was once about entering new markets or expanding product lines, but this new third wave of CVC focused on defending and supporting existing product lines by fostering a healthy business environment and ecosystem around those products. No company better exemplifies this strategy than Intel Capital, arguably the most successful longstanding CVC program.

Intel Capital: Steady does it

Intel Capital was founded in 1991 as a way to centralize Intel’s external investments, which had previously been handled by each individual business unit. While the venture unit initially focused on filling in gaps in its product line and rounding out its technology, it broadened its mandate in the mid-1990s to invest in the wider ecosystem surrounding Intel’s product offerings with the goal of improving market conditions. Intel Capital would be investing in “companies building technologies that supported, were sold alongside, or improved the value of Intel’s products in the marketplace,” according to a Harvard Business Review case study. This also included companies that stimulated demand for Intel’s products in the market.

Intel’s strategy was often to invest in multiple startups competing in the same market, which irritated some independent VCs who typically don’t invest in competing companies. But Intel was more committed to stimulating emerging technologies and market sectors rather than the success of any individual company. While this could, in theory, be off-putting to entrepreneurs, many were nonetheless eager to access Intel’s extensive resources and technical expertise. Among the companies backed by Intel Capital were Broadcom, Clearwire, and Research in Motion.

In 1999, for example, Intel started the Itanium 64 Fund, a $250M fund that invested in companies creating products using its Itanium 64-bit processor. Intel took a similar strategy in October 2002 when it wanted to encourage the adoption of wireless technologies using the 802.11 network standards, unveiling a $150M fund to invest in companies developing products that would boost the adoption of Wi-Fi networks, which would boost the sales of its new Centrino chip sets.

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Itanium processor chip, produced 2001-2002

Part of Intel’s success is also attributable to the fact that it focused on long-term goals, insulating itself from the boom-bust cycle that hurts so many CVC investors. Intel Capital was founded at a time when most other VC investors, independent and corporate, were pulling back.

And in 2001, when CVC programs were shutting down in droves, Intel continued to play the market, investing more than industry stalwarts Kleiner Perkins and General Atlantic Partners. “It’s not an option not to do it,” Leslie L. Vadasz, the president of Intel Capital, said at the time. He later told researchers for the Harvard Business Review, “There is no question that corporate venture investing increases the risk of P&L volatility, but it is one of the risks you accept along with all the gains.”

It certainly didn’t hurt Vadasz’s standing and ability gain the trust of his peers at Intel that he was Intel’s fourth employee and had previously run every major business unit at the company.

At the height of the boom in 2000, Intel Capital posted gains of $3.7B, accounting for one third of Intel’s total profit. However, it then experienced 10 successive quarters of losses that nearly wiped out those gains — but kept on investing throughout, and was again posting profitable quarters by early 2004.

Despite its financial success, Intel’s investments have always been based on strategic value, never solely on potential returns. Also notable is that Intel’s investment program was more robust that most other CVCs: Between its founding in 1991 and 2005, it had invested over $5B in more than 1000 companies — a rate of investment which surpasses most independent VCs. It also had a more international focus than other CVCs, investing more than 40% of it funds internationally. This often meant investing in companies that were improving internet access in international markets in the hope that it would increase PC sales and thereby demand for Intel’s products. A smaller portion of Intel Capital’s funds, about 10%, was devoted to poking around the marketplace for potential threats and opportunities years down the line.

Intel overcame the compensation issue internally by putting senior employees who were already deeply invested in the company in charge at Intel Capital. These individuals also had the institutional knowledge necessary to align Intel’s investments with the company’s overarching strategy. While Intel Capital did not take board seats, its observers did play an active role in shaping portfolio companies’ strategies and success in the market — in a way that stimulated synergies with Intel’s products and strategies — and provided portfolio companies with significant resources, including direct access to Intel’s executives. It also, crucially, had the support of management. As mentioned, Intel Capital’s president, Leslie L. Vadasz, was one of the company’s original employees.

All of this meant that Intel was uniquely well-positioned when the inevitable downturn arrived.

The tech bubble busts CVC

The third wave finally ended with massive declines in the stock market. Between March and May of 2000, the Nasdaq fell 40%. It clawed back about half of that loss by September, before losing another 50% through April of the following year. Many public tech companies went bust, as well as many tech startups that depended on a robust financing and IPO market to finance their expansion.

Because most CVC units are funded through the balance sheet, CVC investors are often required to use mark-to-market accounting, and as a result had to write down enormous losses during this period. While this method of accounting does not necessarily reflect real gains or losses, it can produce jaw-dropping headlines that nonetheless scare off executives and shareholders. 

Corporations were forced to write down $9.5B of venture related losses in the second quarter of 2001 alone.

Microsoft wrote off more than $5.7B in 2001; Wells Fargo wrote down $1.2B; even Intel, previously impregnable, wrote down $632M. Numerous companies, including Microsoft, AT&T, and News Corp, shuttered their CVC units; Amazon and Starbucks, among others, decided to no longer invest in startups; others liquidated their holdings in fire sales. As a result of the losses and write-downs, some companies faced pressure from large shareholders and activist investors who questioned the propriety and wisdom of CVC programs.

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Many companies unceremoniously dropped their CVC programs or ignored their investments, leaving a negative impression of corporate VC investors that persist, as we’ll see, in some circles today. Hewlett-Packard’s CVC program, for example, invested in hundreds of startups. After the bust, the company largely ignored the program. By 2008, when it was finally winding down, no one at the company even knew if its portfolio companies were still in business, or had gone bust, or if they were earning the company strong returns — a team from the strategy and corporate development had to call around and find out.15

However, not all companies pulled out of the market. Biotech and pharmaceutical companies, in particular, retained robust CVC programs throughout the early part of the decade. Shell, Mitsubishi, and Johnson Matthey, for example, came together to form a CVC fund investing in fuel cell technologies as late as 2002.

Even if CVC was momentarily discredited in the eyes of many, the boom in CVC investing had given observers a broader set of data than ever before to provide insights about the phenomenon, to understand its successes and failures.

Some of the data was encouraging. Paul Gompers writes in The Venture Capital Cycle that between 1982 and 1994, firms backed by CVC were more likely to go public than those that were not. However, CVC investments did not, in general, outperform those of independent VCs, unless there was a strategic tie between the investing corporation and the startup.

On the other hand, CVCs also paid significantly more for their investments. CVCs invested at an average valuation of $28.5M versus $18.2M for independent VCs.16

CVCs also invested less frequently over a more abbreviated period of time. The average CVC made 1.76 investments every year , whereas an independent VC made 5.75. 17

What doomed many CVC programs of the period, most researchers agree, was a lack of strategic focus and clearly defined objectives. Many companies started CVC programs because it seemed, at the time, that any serious company had a CVC program, and everyone was doing it, not because they carefully thought through how such a program could improve their business — a problem compounded when outside investors were brought in to run the program.

Companies wanted access to Silicon Valley without really knowing how Silicon Valley could be of service to them. They just knew it represented “The Future.” In other words, they were engaged in what CB Insights has dubbed “Innovation Theater.” Even if these programs had strategic objectives, the frothy atmosphere of speculation often meant that financial returns clouded out their original focus. As a result, they were swept away by the moment and over-invested in flashy startups with unclear benefits to the parent company’s core business. Then they were caught off-guard when everything went bust.

Even if CVC garnered a bad reputation in some corners, though, there were still enough successes to convincingly demonstrate its importance and vitality in the right hands. It was always clear that CVC investing would one day make a comeback with the improved fortunes of the tech industry — but would it return again only to get caught up in the hype?

FOURTH WAVE: THE UNICORN ERA, 2002 TO PRESENT

While corporate venture capital fell off substantially after the bubble burst, it by no means disappeared. CVC as a percentage of total VC was halved, but CVC investment leveled out at about $2B per year through the first half of the decade, then began to increase again before dipping, along with the rest of VC investment, during the worst years of the global financial crisis — dollars from CVC-backed deals reached only $5.1B in 2009 — then took off when Silicon Valley began to boom again in the first half of the current decade.

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Dollars are for deals involving CVCs, which often involve non-CVC investors as well

In 2012, for example, total funding from deals involving CVCs was $8.4B, according to CB Insights — a significant increase from 2009, but still less than half of total CVC investment during the boom years. It remained at roughly that level in the following year before doubling in 2014, and then jumping nearly 70% in 2015 to an unprecedented $28.4B.

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Dollars are for deals involving CVCs, which often involve non-CVC investors as well

This trend reflects the broader increase in venture capital investment, which has more than doubled since 2011 and saw significant gains between 2013 and 2014 and 2014 and 2015. At this point, though, CVC is actually growing at a faster rate than venture capital investment in general. But it only captures part of the picture: corporate financings of private companies, done outside of a CVC unit, have also seen substantial increases in recent years.

CVC vs Corps 2016 (2)

With the new rise of CVC, critics have again surfaced. Sarah Lacy, editor of Pando, had a negative outlook, “At best, corporate VCs are a bit like minor league baseball teams. If you’ve got the chops to be a real VC, you’re either moving up or moving down. Either way, at many companies it’s a revolving door of talent and climbers.” (Fred Wilson, as we previously saw, also has his criticisms.)

The obvious impetus for CVC’s resurgence was the dual rise of social media and the smartphone, most prominently represented by Facebook and the iPhone. Together, internet and mobile accounted for 63% of CVC dollars by the final quarter of 2016. Healthcare now also regularly tops software and hardware, both tech boom darlings, as a destination for CVC dollars. Another factor encouraging CVC activity is that corporations are sitting on historically large piles of cash and global interest rates are historically low.

With the benefit of hindsight, two other events may have played a small role in nudging companies back into corporate venture capital. The first was Microsoft’s 2007 investment in Facebook, which was widely ridiculed at the time — ”Microsoft has to be seriously desperate to be considering this much of an investment for so little, even with its bags of cash to spend,” wrote Kara Swisher on the eve of the deal.

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Microsoft paid $240M for a 1.6% share of Facebook at a valuation of $15B. The company is valued at more than $300B today and the investment connected the by-then tech stalwart with the hottest startup in the world in the process.

The second spark that helped CVC’s resurgence was Google’s 2008 decision to start Google Ventures, likewise derided by some. The outfit has since grown into one of the largest and most respected CVC investors — a strong endorsement of the idea from one of the world’s most successful and innovative companies.

Nonetheless, hype and exuberance have undoubtedly contributed to the enormous growth in CVC in the past few years, buoyed by the triumphant press surrounding new technologies, a rash of new buzzwords, and the omnipresent fear of disruption. Arvind Sodhani, who led Intel Capital for ten years, told The New York Times earlier this year, “CEOs who are worried they’re going to get disrupted want to have an outpost in Silicon Valley to discern where the disruption is coming from.”

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The recent expansion of CVC investment is impressive. There are now, as we saw, roughly 200 CVC units active in any given quarter, a number that is more than 2x what it was just five years ago. Some companies that ditched their CVC units after the bubble burst have decided to give it another go. Dell closed its CVC unit in 2004 and reopened a new CVC unit in 2011. Microsoft, likewise, is revamping its CVC efforts.

Microsoft Ventures: Disciplined ambition

While Microsoft had an ad hoc corporate venture capital program in the 1990s, making minority investments in startups without a formalized CVC program, the new Microsoft Ventures unit represents an example of a mature model for corporate VC, pioneered by large technology companies and since adopted beyond the industry. Large write downs and losses following the tech bust, mentioned above, largely curtailed Microsoft’s ad hoc approach, although Microsoft did continue to make intermittent investments in startups, such as its 2007 investment in Facebook. At the beginning of 2016, however, Microsoft decided it was time to ramp up their investing activities and founded their first structured CVC program, Microsoft Ventures.

Nagraj Kashyap, formerly the head of Qualcomm Ventures, was brought on to spearhead the effort, and he has hit the ground running. In 2016, Microsoft Ventures invested in 18 companies, far more than Kashyap initially expected when he took on the job. The selection of Kashyap, who has been working in CVC for more than a decade, signified Microsoft’s intentions for the group.

Kashyap came from Qualcomm Ventures, which like Intel Capital, emulates many independent VC firms and is focused on maximizing its financial returns. Kashyap confirmed that he would bring a similar philosophy to Microsoft, “We don’t see the distinction between financial and strategic [goals]. The best financial companies make for the best strategic returns.”

That does not mean, of course, that Microsoft Ventures will be investing in coffee startups or lifestyle brands. On the contrary, it is focused on enterprise startups providing business-to-business services, such as companies building next-generation cloud infrastructure, companies that help enterprises migrate to the cloud, and all sorts of business-oriented SaaS; thus far, enterprise startups account for approximately 90% of Microsoft Ventures’ investments.

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Why these companies? The answer is simple: These are the companies where Microsoft can provide the most help and technical support post-investment. Microsoft’s investment philosophy does not mean the venture arm is indifferent to strategic concerns, but rather that they have set investment parameters that fit their strategic interests and then focus on financial returns within those parameters. “If I spend an enormous amount of time engaging a company with Microsoft and it fails,” said Kashyap, “that is basically a waste of time for everybody.”

Microsoft Ventures’ portfolio companies are under no obligation to work with Microsoft post-investment and vice-versa, and many of the startups have not even met with the company at the time of investment (excluding the investment team, of course). Nonetheless, the CVC offers these companies three services, should they accept an investment:

  • Technical integration with one of Microsoft’s products, such as Azure or Office 365, if it is beneficial to the portfolio company’s product
  • Go-to-market help, using Microsoft’s large and robust enterprise sales team; and
  • Promotional services, such as featuring a portfolio company at a Microsoft-held conference

Microsoft Ventures makes the necessary introduction and then an internal business development team, staffed by Microsoft employees, manages its portfolio companies’ interactions with Microsoft.

The investment team, however, is staffed by investment professionals, some of whom previously worked at other CVCs, like Intel Capital, or for independent VC firms, and they are expected to evaluate startups as any other VC would, without regard to a startup’s potential strategic advantages.

Microsoft Ventures has no set investment budget, no limiting fund size, and no minimum or maximum required investments per year. In some regards, this means its investors have an even greater level of flexibility than their counterparts at independent VCs, highlighting a potential advantage of CVC. It has the autonomy to invest more or less in a company, take a large or small ownership stake, and invest in as many good opportunities as it can find.

Kashyap sees the group’s focus on financial returns as key to maintaining its unusual degree of independence and flexibility, “As long as you’re making good investments, a corporate parent will typically not have problems with you spending more or less.”

They have made good use of the flexibility thus far. Microsoft’s 18 deals in 2016 are more than many robust independent VCs typically make per year — and the group was only founded towards the end of January. Kashyap says that the market has gradually improved over the course of the year as valuations have become more rational than in recent years and entrepreneurs have accordingly lowered their expectations.

As can be seen from the snapshot from CB Insights’ Investor Analytics tool below, Microsoft often invests after top VCs such as Bessemer and Data Collective, and also sees VCs and CVCs like Trinity Ventures, Intel Capital, and Accel invest in its portfolio companies.

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Kashyap believes that market conditions have fundamentally changed since the end of the last tech boom and there is unlikely to be a shakeout as brutal, despite concern over a unicorn-era bubble.

Many CVC investors back then were looking for quick returns from portfolio companies’ IPOs — the criticism that they were short-term players was largely true, he says. Today, however, the IPO market is much less robust, meaning CVC investors can no longer expect an instant return on investment, and corporations’ balance sheets are generally much stronger — corporations are sitting on record levels of cash in a historically low interest rate environment — meaning that they can afford to focus on longer-term goals and let the companies they’ve invested in mature over time.

Critics aside, CVC grows up

CVC investors have changed as well. There are enough established investors with strong track records that independent VCs and entrepreneurs are less wary of partnering with CVCs than they once were. Nonetheless, Kashyap warns, “There’s always going to be immature actors — not bad actors but immature actors, because they [started investing] from the wrong perspective and for the wrong goals.”

Skepticism on the part of entrepreneurs and other VCs is justified, because not all CVC investors share their principles. While some of these immature investors will undoubtedly disappear as the market cools and others will pull back, it is unlikely that we will see the sort of enormous drop-off in CVC investing that occurred in the early 2000s.

Meanwhile, the music has not yet stopped playing, despite the downturn in VC activity in 2016. More than fifty new CVC units were started in the first half of 2016 alone. The number of active CVC investors per quarter more than doubled between 2012 and 2016, according to CB Insights.

However, despite assurances from CVC investors that they are pursuing smaller, more nimble investments than during the tech boom, CVCs on average actually invest in larger deals. In the second quarter of 2016, CVC units participated in 19% of VC deals, but those deals represented 27% of VC investment dollars.

CVC has, however, grown up in the meantime, meaning that there is more institutional knowledge and more resources for companies just starting out. According to a survey of CVC investors, about half have processes in place to solicit and incorporate feedback from other stakeholders at their parent corporations. Two-thirds have a dedicated budget, and 80% complete more than five deals a year. CVC has, to some extent, standardized.

The mix of strategic and financial objectives continues. Four-fifths say they are primarily looking for strategic alignment in their startup investments, but three quarters also list financial considerations as a core objective.

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Some companies, it should be noted, employ multiple types of funds and investment strategies. Cisco Investments, for example, makes direct investments and acts as a limited partner in a number of independent venture capital funds. Microsoft Ventures, referenced above, is an internal dedicated fund.

Others are like more elaborate iterations of the “client-based” funds first pioneered in the 1980s, i.e. external funds which may be managed by an independent investment team, but that are wholly funded by a specific corporate or group of corporates.

Unilever and Pepsi, for example, are limited partners in Physic Ventures, a firm whose stated mission is “investing in keeping people healthy” and which is designed to let corporate investors forge commercial partnerships with portfolio companies. Both companies reportedly have full-time employees working out of Physic Ventures’ offices.

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Kleiner Perkins similarly teamed up with Apple to create the iFund in 2008 in order to stimulate development for the app store and potentially create more companies that would funnel through KPCB, similar to the fund to spur Java development in the 1990s.

Bumps in the road

Despite the generally positive atmosphere surrounding CVC investment of late, there have been setbacks. OnLive, an online gaming startup backed by Time Warner Investments, AutoDesk, HTC, and AT&T, crashed and burned in 2012 after achieving a $1B valuation. Walgreens and BlueCross BlueShield Venture Partners were investors in Theranos, the highly touted blood testing company that spectacularly blew up last year after a scandal. Other corporate-backed startups have seen steep drops in their valuations lately, including JawboneZenefits, and Dropbox.

This could signal the beginning of a broader chill in the market. If and when this happens, many CVC investors will have to write down significant losses — 76% of CVC investment is funded through the balance sheet, meaning that the market value of these investments must be reflected in company filings.

Believe the unbelievable

Even if these do not necessarily reflect real losses, the numbers will raise eyebrows and fresh questions about how worthwhile CVC really is to the corporation. Some companies have publicly stated that they will continue investing even if there is a downturn — but that is, of course, easier said than done. Nonetheless, some are putting their money where their mouth is.

Sapphire Ventures, formerly SAP’s CVC arm, and still solely backed by SAP, recently raised a $1B fund.

There are also important structural differences in CVC between the dot com era and the current tech boom. Many of the largest CVC investors in the past few years are not upstart units blundering into the market, but rather the CVC arms of blue chip tech companies, many of which rode out the last downturn and kept on investing, like Intel Capital and Cisco Investments. This makes them well positioned to capitalize on the current upswing. Other large CVC tech investors, like Google and Salesforce, started their funds more recently, in 2008 and 2009, respectively, but were already investing heavily in the market before it really heated up.

Salesforce has substantially increased its investments to more than $500M, from $27M in 2011. Many of the large investors subscribe to some variant of Intel Capital’s approach to corporate venture capital. Salesforce, for example, has been funding enterprise companies in order to stimulate the ecosystem of its core product. Comcast invests in a variety of content companies that complement and could possibly be incorporated into its core offerings, as well as technical companies that augment its core competencies.

Everyone’s a VC

It is true that there have been new CVC units from companies far from the Silicon Valley ethos, such as 7-Eleven, Campbell Soups, and General Mills, and this has raised some eyebrows. However, the success of a CVC program is not contingent on its proximity, geographically or spiritually, to San Francisco.

Companies across numerous industries face fresh challenges from a rapidly changing world, much of which, indeed, is rooted in Silicon Valley, but not exclusively so. American consumers, for example, have recently shown an inclination towards healthier foods, embracing some ingredients — kale, quinoa, acai berries, etc. — and rejecting others — gluten, some dairy and meat products — in a way that would have been nearly impossible to predict a decade ago.

This is obviously a concern for a food company like General Mills. Rather than exclusively relying on internally generating new product lines to meet these changes — a long and time-consuming process with no assurance of success — General Mills is using its new venture arm, 301 INC, to invest in food startups like Kite Hill and Rhythm Superfoods that already have a foothold in the market.

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Given its expertise in marketing and distribution, this is a natural extension of General Mills’ institutional knowledge, much more so than Sand Hill Road stalwarts investing in coffee companies and grilled cheese startups — which is not to say that it will succeed.

Corporate venture capital is, in a sense, getting back to roots, moving beyond its strong association with the technology industry that has come to predominate in recent decades. In doing so it has underlined what corporate venture capital actually is, at its essence: a tool for augmenting a company’s products and strategies, present and future. For many reasons, that often includes Silicon Valley, but it does not mean that CVC is an easy way to access its buzziest technologies.

CVC must be informed by an underlying strategy or differentiator. Have corporate venture capital firms learned the lessons of the tech boom, when they piled in simply because the internet was the shiny new thing? Over time, we’ll learn what companies really had a strategy — and which were merely victims of FOMO.

1. Dushnitsky, Gary. “Corporate Venture Capital in the Twenty First Century: An Integral Part of Firms’ Innovation Toolkit.” D. Cumming (Ed.) The Oxford Handbook of Venture Capital, 2012.

2. McNally, Kevin. Corporate Venture Capital: Bridging the Equity Gap in the Small Business Sector, 1997.

3. Ibid.

4. Ibid.

5. Gompers, Paul Allan and Josh Lerner. The Venture Capital Cycle, 2004.

6. Ibid.

7. Dushnitsky, Gary. “Corporate Venture Capital: Past Evidence and Future Directions.” A. Basu, M. Casson, N. Wadeson, B. Young (Eds.). The Oxford Handbook of Entrepreneurship, 2006.

8. Ibid.

9. McNally, Kevin. Corporate Venture Capital: Bridging the Equity Gap in the Small Business Sector, 1997.

10. Ibid.

11. Dushnitsky, Gary. “Corporate Venture Capital in the Twenty First Century: An Integral Part of Firms’ Innovation Toolkit.” D. Cumming (Ed.). The Oxford Handbook of Venture Capital, 2012.

12. Dushnitsky, Gary. “Corporate Venture Capital: Past Evidence and Future Directions.” A. Basu, M. Casson, N. Wadeson, B. Young (Eds.). The Oxford Handbook of Entrepreneurship, 2006.

13. Romans, Andrew. Masters of Corporate Venture Capital, 2016.

14. Ibid.

15. Ibid.

16. Gompers, Paul Allan and Josh Lerner. The Venture Capital Cycle, 2004.

17. Ibid.

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