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Taking stock of the VC industry’s progress on diversity, equity and inclusion

Let’s be clear: The venture capital industry has lacked diversity. The good news is the industry is working to improve itself.

To begin with, as an industry, venture capital can only improve what we measure. In 2016, we set out to develop a rigorous methodology for tracking progress on diversity, equity and inclusion (DEI) in venture capital, and to measure and benchmark those data through our biennial VC Human Capital Survey.

The goals of the survey — powered by the National Venture Capital Association, Venture Forward and Deloitte — are to collect demographic data on the VC workforce across all firm types, sizes, stages, sectors and geographies, as well as trends on firm talent management and recruitment practices. We’ve learned that progress can be slow and seem discouraging, but we’ve also captured evidence that diversity (and firm practices to advance diversity) is increasing in some areas, even as other areas have unfortunately not seen the same pace of change.

To begin with, as an industry, venture capital can only improve what we measure.

We fielded the survey in 2016, 2018 and 2020, and released the outcomes of the third edition last month, featuring data (as of June 30, 2020) collected from 378 firms, a marked increase from 203 participating firms in 2018. Furthermore, more than 145 firms signed the #VCHumanCapital pledge to publicly commit to submitting their DEI data.

At a high level, the data showed that improvements in diversity among investment partners have largely been driven by the hiring and advancement of female investors, while there has been little progress in the equitable representation of Black or Hispanic investment partners.

However, the demographic composition of junior investment professionals reflects greater diversity and wider adoption of diversity-focused talent management and recruitment practices suggest some cause for optimism. The industry still has a long way to go, but here are some of the key insights and changes we identified from the latest survey.

Intentionality associated with improved diversity

More firms are explicitly assigning responsibility for promoting diversity and inclusion internally — 50% of firms have a staff person or team tasked with this responsibility (compared with 34% in 2018 and 16% in 2016). Simultaneously, diversity and inclusion strategies have become more widespread; 43% of firms have implemented a diversity strategy (against 32% in 2018 and 24% in 2016), while 41% have an inclusion strategy (versus 31% in 2018 and 17% in 2016).

This intentionality translates to improved diversity outcomes. Firms with dedicated DEI staff, strategies and programs achieve greater gender and racial diversity on investment teams and among investment partners. The increased emphasis on DEI is also a broader ecosystem trend. More firms report that limited partners and portfolio companies have requested their DEI details over the past 12 months.

Encouraging signs in talent recruitment and development

Venture firms are relatively small and turnover is generally low, but 21% of firms in 2020 reported their number of senior-level investment positions had increased, while 43% said their number of junior-level positions had expanded. Meanwhile, the demographic composition of junior investment professionals reflects higher gender and racial diversity, a positive leading indicator for the diversity of future investment partners.

As overall DEI strategies have become increasingly widespread, more firms have also developed DEI-focused recruitment and hiring programs — 33% of firms have formal programs, while 74% have informal programs, both reflecting steady increases from 2016. Firms were also more likely to report that they typically seek external candidates for open positions than they did in 2018.

However, firms continue to largely rely on internal networks for recruitment, which often encourages homogeneous hiring outcomes. Between the 2018 and 2020 surveys, there was little change shown in the use of narrow recruitment methods to find external candidates; notifying peers in the VC industry (78%) and notifying the firm internally (59%) were the strategies cited most often. The exception was posting on third-party websites like LinkedIn or in newsletters, a strategy reported by 54% of firms in 2020 (a substantial increase from 37% in 2018), which presents one avenue to reach a broader audience of candidates outside of existing networks.

Assessing inclusion remains a challenge

Once talent has come on board, inclusive culture and retention become key metrics of DEI progress. More firms are implementing programs dedicated to leadership development, mentorship and retention, with about two-thirds reporting informal versions of such programs (20 percentage points higher than in 2016) and 20% of firms reporting formal programs.

Assessing inclusion through the VC Human Capital Survey is challenging because we survey one representative per firm, and one person cannot speak to the degree of inclusion felt by others. However, we added a new question to the 2020 survey to gauge how firms themselves are assessing inclusion. While 41% of firms reported having an inclusion strategy, only 26% said they conduct surveys of their employees to assess inclusion.

Subjective factors remain a key consideration in promotions

Well-structured, consistently applied policies for career advancement are critical to ensuring that diverse talent reaches the most senior decision-making levels of the industry. About 20% of firms reported having formal DEI programs focused on promotion (up from 5% in 2016), while 65% of firms have informal programs (compared with 39% in 2016).

Although DEI programs focused on the promotion of employees are more widespread, subjective factors remain a key consideration for promotion decisions, which can lead to unequal and biased outcomes.

Almost all firms reported that “contributions to the performance of the fund” (90%) and “deal origination” (82%) were very important or important factors in considering promotions. However, the factor most often rated highly was “soft skills,” with 94% of firms saying it was very important or important. These types of subjective factors present significant opportunity for unconscious bias to creep in and can detract from the weight given to objective measures more demonstrably relevant to performance.

Maintaining momentum

The results of the third edition of our survey are timely, coming on the heels of a year in which social justice and racial equity have been the subjects of sharp national focus, policymakers have sought to increase access to capital for underserved communities, and the VC industry has shown a renewed focus on DEI. The survey shows where the VC industry’s efforts should be focused and also serves as an important reminder of the intersectional needs of DEI-focused initiatives.

The data show that progress within one demographic element can be more nuanced when considering people who represent multiple marginalized communities (e.g., the percentage of investment partners who are women has steadily increased, but the percentage of investment partners who are women of color has not).

The pace of DEI progress has been slow and uneven in some areas, but there are reasons for optimism. On April 6, NVCA, Venture Forward and Deloitte hosted a discussion with industry leaders to further examine the latest survey results and to address DEI challenges, opportunities and strategies for the industry. More firms are prioritizing these constructive conversations, both within their firms and publicly with industry peers. More firms are acting in a collaborative spirit, adopting thoughtful and concrete DEI strategies and acting with intentionality and urgency.

If the industry can continue to build upon this momentum and commitment around DEI efforts, we can reach a tipping point that will translate to meaningful progress reflected in future editions of the survey.

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With $18M in new funding, Braintrust says it’s creating a fairer model for freelancers

Braintrust, a network for freelance technical and design talent that launched over the summer, is announcing that it has raised $18 million in new funding.

Co-founder and CEO Adam Jackson has written for TechCrunch about how tech companies need to treat independent contractors with more empathy. He told me via email that the San Francisco-based startup is making that idea a reality by offering a very different approach than existing marketplaces for freelance work.

For one thing, Braintrust only charges the companies doing the hiring — freelancers won’t have to pay to join or to bid on a project, and Braintrust won’t charge a fee on their project payments. In addition, the startup is using a cryptocurrency token that it calls Btrust to reward users who build the network, for example by inviting new customers or vetting freelancers. Apparently, the token will give users a stake in how the network evolves in the future.

“Just imagine if Uber had given all of its drivers some ownership in the company what a different company it would be today,” Jackson said. “Braintrust will be 100% user-owned. Everyone who participates on the platform has skin in the game.”

And for companies, Braintrust is supposed to allow them to tap freelancers for work that they’d normally do in-house. The startup’s clients already include Nestlé, Pacific Life, Deloitte, Porsche, Blue Cross Blue Shield and TaskRabbit.

According to Jackson, most of the talent on the platform consists of career freelancers, but with many people losing their jobs during the COVID-19 pandemic, “we’ve seen an influx of talent coming looking to join the ranks of the freelancers.”

He added that the startup already became profitable after raising its $6 million seed round, so the new funding will allow it to build the core team and also bring in more work.

“We exist to help companies accelerate their product roadmaps and innovation, and this injection of funding will help us do just that,” Jackson said.

The new funding was led by ACME and Blockchange, with participation from new investors Pantera, Multicoin and Variant.

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Thomas Kurian on his first year as Google Cloud CEO

“Yes.”

That was Google Cloud CEO Thomas Kurian’s simple answer when I asked if he thought he’d achieved what he set out to do in his first year.

A year ago, he took the helm of Google’s cloud operations — which includes G Suite — and set about giving the organization a sharpened focus by expanding on a strategy his predecessor Diane Greene first set during her tenure.

It’s no secret that Kurian, with his background at Oracle, immediately put the entire Google Cloud operation on a course to focus on enterprise customers, with an emphasis on a number of key verticals.

So it’s no surprise, then, that the first highlight Kurian cited is that Google Cloud expanded its feature lineup with important capabilities that were previously missing. “When we look at what we’ve done this last year, first is maturing our products,” he said. “We’ve opened up many markets for our products because we’ve matured the core capabilities in the product. We’ve added things like compliance requirements. We’ve added support for many enterprise things like SAP and VMware and Oracle and a number of enterprise solutions.” Thanks to this, he stressed, analyst firms like Gartner and Forrester now rank Google Cloud “neck-and-neck with the other two players that everybody compares us to.”

If Google Cloud’s previous record made anything clear, though, it’s that technical know-how and great features aren’t enough. One of the first actions Kurian took was to expand the company’s sales team to resemble an organization that looked a bit more like that of a traditional enterprise company. “We were able to specialize our sales teams by industry — added talent into the sales organization and scaled up the sales force very, very significantly — and I think you’re starting to see those results. Not only did we increase the number of people, but our productivity improved as well as the sales organization, so all of that was good.”

He also cited Google’s partner business as a reason for its overall growth. Partner influence revenue increased by about 200% in 2019, and its partners brought in 13 times more new customers in 2019 when compared to the previous year.

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As FTC cracks down, data ethics is now a strategic business weapon

Daniel Wu
Contributor

Dan Wu is a privacy counsel and legal engineer at Immuta. He holds a JD from Harvard University, and is a PhD candidate for Social Policy and Sociology at The Harvard Kennedy School.

Five billion dollars. That’s the apparent size of Facebook’s latest fine for violating data privacy. 

While many believe the sum is simply a slap on the wrist for a behemoth like Facebook, it’s still the largest amount the Federal Trade Commission has ever levied on a technology company. 

Facebook is clearly still reeling from Cambridge Analytica, after which trust in the company dropped 51%, searches for “delete Facebook” reached 5-year highs, and Facebook’s stock dropped 20%.

While incumbents like Facebook are struggling with their data, startups in highly-regulated, “Third Wave” industries can take advantage by using a data strategy one would least expect: ethics. Beyond complying with regulations, startups that embrace ethics look out for their customers’ best interests, cultivate long-term trust — and avoid billion dollar fines. 

To weave ethics into the very fabric of their business strategies and tech systems, startups should adopt “agile” data governance systems. Often combining law and technology, these systems will become a key weapon of data-centric Third Wave startups to beat incumbents in their field. 

Established, highly-regulated incumbents often use slow and unsystematic data compliance workflows, operated manually by armies of lawyers and technology personnel. Agile data governance systems, in contrast, simplify both these workflows and the use of cutting-edge privacy tools, allowing resource-poor startups both to protect their customers better and to improve their services.

In fact, 47% of customers are willing to switch to startups that protect their sensitive data better. Yet 80% of customers highly value more convenience and better service. 

By using agile data governance, startups can balance protection and improvement. Ultimately, they gain a strategic advantage by obtaining more data, cultivating more loyalty, and being more resilient to inevitable data mishaps. 

Agile data governance helps startups obtain more data — and create more value 

With agile data governance, startups can address their critical weakness: data scarcity. Customers share more data with startups that make data collection a feature, not a burdensome part of the user experience. Agile data governance systems simplify compliance with this data practice. 

Take Ally Bank, which the Ponemon Institute rated as one of the most privacy-protecting banks. In 2017, Ally’s deposits base grew 16%, while those of incumbents declined 4%.

One key principle to its ethical data strategy: minimizing data collection and use. Ally’s customers obtain services through a personalized website, rarely filling out long surveys. When data is requested, it’s done in small doses on the site — and always results in immediate value, such as viewing transactions. 

This is on purpose. Ally’s Chief Marketing Officer publicly calls the industry-mantra of “more data” dangerous to brands and consumers alike.

A critical tool to minimize data use is to use advanced data privacy tools like differential privacy. A favorite of organizations like Apple, differential privacy limits your data analysts’ access to summaries of data, such as averages. And by injecting noise into those summaries, differential privacy creates provable guarantees of privacy and prevents scenarios where malicious parties can reverse-engineer sensitive data. But because differential privacy uses summaries, instead of completely masking the data, companies can still draw meaning from it and improve their services. 

With tools like differential privacy, organizations move beyond governance patterns where data analysts either gain unrestricted access to sensitive data (think: Uber’s controversial “god view”) or face multiple barriers to data access. Instead, startups can use differential privacy to share and pool data safely, helping them overcome data scarcity. The most agile data governance systems allow startups to use differential privacy without code and the large engineering teams that only incumbents can afford.

Ultimately, better data means better predictions — and happier customers.

Agile data governance cultivates customer loyalty

According to Deloitte, 80% of consumers are more loyal to companies they believe protect their data. Yet far fewer leaders at established, incumbent companies — the respondents of the same survey — believed this to be true. Customers care more about their data than the leaders at incumbent companies think. 

This knowledge gap is an opportunity for startups. 

Furthermore, big enterprise companies — themselves customers of many startups — say data compliance risks prevent them from working with startups. And rightly so. Over 80% of data incidents are actually caused by errors from insiders, like third party vendors who mishandle sensitive data by sharing it with inappropriate parties. Yet over 68% of companies do not have good systems to prevent these types of errors. In fact, Facebook’s Cambridge Analytica firestorm — and resulting $5 billion fine — was sparked by third party inappropriately sharing personal data with a political consulting firm without user consent. 

As a result, many companies — both startups and incumbents — are holding a ticking time bomb of customer attrition. 

Agile data governance defuses these risks by simplifying the ethical data practices of understanding, controlling, and monitoring data at all times. With such practices, startups can prevent and correct the mishandling of sensitive data quickly.

Cognoa is a good example of a Third Wave healthcare startup adopting these three practices at a rapid pace. First, it understands where all of its sensitive health data lies by connecting all of its databases. Second, Cognoa can control all connected data sources at once from one point by using a single access-and-control layer, as opposed to relying on data silos. When this happens, employees and third parties can only access and share the sensitive data sources they’re supposed to. Finally, data queries are always monitored, allowing Cognoa to produce audit reports frequently and catch problems before they escalate out of control. 

With tools that simplify these three practices, even low-resourced startups can make sure sensitive data is tightly controlled at all times to prevent data incidents. Because key workflows are simplified, these same startups can maintain the speed of their data analytics by sharing data safely with the right parties. With better and safer data sharing across functions, startups can develop the insight necessary to cultivate a loyal fan base for the long-term.

Agile data governance can help startups survive inevitable data incidents

In 2018, Panera mistakenly shared 37 million customer records on its website and took 8 months to respond. Panera’s data incident is a taste of what’s to come: Gartner predicts that 50% of business ethics violations will stem from data incidents like these. In the era of “Big Data,” billion dollar incumbents without agile data governance will likely continue to violate data ethics. 

Given the inevitability of such incidents, startups that adopt agile data governance will likely be the most resilient companies of the future. 

Case in point: Harvard Business Review reports that the stock prices of companies without strong data governance practices drop 150% more than companies that do adopt strong practices. Despite this difference, only 10% of Fortune 500 companies actually employ the data transparency principle identified in the report. Practices include clearly disclosing data practices and giving users control over their privacy settings. 

Sure, data incidents are becoming more common. But that doesn’t mean startups don’t suffer from them. In fact, up to 60% of startups fold after a cyber attack. 

Startups can learn from WebMD, which Deloitte named as one standout in applying data transparency. With a readable privacy policy, customers know how data will be used, helping customers feel comfortable about sharing their data. More informed about the company’s practices, customers are surprised less by incidents. Surprises, BCG found, can reduce consumer spending by one-third. On a self-service platform on WebMD’s site, customers can control their privacy settings and how to share their data, further cultivating trust. 

Self-service tools like WebMD’s are part of agile data governance. These tools allow startups to simplify manual processes, like responding to customer requests to control their data. Instead, startups can focus on safely delivering value to their customers. 

Get ahead of the curve

For so long, the public seemed to care less about their data. 

That’s changing. Senior executives at major companies have been publicly interrogated for not taking data governance seriously. Some, like Facebook and Apple, are even claiming to lead with privacy. Ultimately, data privacy risks significantly rise in Third Wave industries where errors can alter access to key basic needs, such as healthcare, housing, and transportation.

While many incumbents have well-resourced legal and compliance departments, agile data governance goes beyond the “risk mitigation” missions of those functions. Agile governance means that time-consuming and error-prone workflows are streamlined so that companies serve their customers more quickly and safely.

Case in point: even after being advised by an army of lawyers, Zuckerberg’s 30,000-word Senate testimony about Cambridge Analytica included “ethics” only once, and it excluded “data governance” completely.

And even if companies do have legal departments, most don’t make their commitment to governance clear. Less than 15% of consumers say they know which companies protect their data the best. Startups can take advantage of this knowledge gap by adopting agile data governance and educate their customers about how to protect themselves in the risky world of the Third Wave.

Some incumbents may always be safe. But those in highly-regulated Third Wave industries, such as automotive, healthcare, and telecom should be worried; customers trust these incumbents the least. Startups that adopt agile data governance, however, will be trusted the most, and the time to act is now. 

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Media fragmentation is annoying consumers

Deloitte’s Technology, Media and Telecommunications division published its 13th-annual Digital Media Trends survey, focused on identifying changes in the ways US consumers engage with various types of media.

Led by an independent research firm, the survey had roughly 2,000 consumer respondents across demographics – with the report categorizing respondents based on age (Gen-Z: ages 14-21, Millenials: 22-35, Gen-X: 36-52, Boomers: 53-71, and Matures: 72+).

While already accompanied by a succinct 13-page executive summary, the report can largely be summarized in just a couple of sentences: more people are using streaming or alternative media services than ever before, largely due to more user freedom and customization, though the growing quantity and fragmentation of platforms are becoming more frustrating for users to manage.

The survey results directionally echo already well-discussed dynamics, which we’ve previously dug into such as here, here and here. Instead, the most poignant aspects of the report were not the answers or conclusions themselves, but the immense level of support many of them received.

 

Somewhat interesting:

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Israeli serial startup stars of blockchain tech return with QEDit, a zero-knowledge proof diligence tool

 Leveraging some “mind boggling math” introduced as an update onto the Ethereum blockchain only a few months ago, QEDit is launching its product on our Battlefield stage at TechCrunch Disrupt Berlin. The company, which takes its name from the Latin phrase quod erat demonstrandum (which was what would have been demonstrated) relies on the principle of zero knowledge proofs to… Read More

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