Public companies, due to their large market presence and mandatory financial disclosures, often receive a lot of attention on the Internet. Their operations and regulatory obligations put them under a media spotlight, which amplifies any ESG controversies they face in public and online discussions. In contrast, private companies operate with a higher degree of discretion and are generally less exposed to intense external scrutiny.

Although private companies are less visible to the public, there is still an underlying interest and, more importantly, a need to understand the nature of ESG controversies they face. Are these controversies different in any way, such as being less significant or having unique characteristics? This raises questions about whether certain types of risks are more susceptible to controversies in the private sector. When comparing prominent public companies with their private counterparts, do controversies differ within the same industry?

ESG Overview

In exploring the ESG landscape, a compelling comparison emerges between private and public companies. Public companies predominantly grapple with environmental and social risks. On the other hand, private companies, especially in the financial sector, are more frequently embroiled in governance-related controversies. This section highlights the ESG challenges each sector faces and the varying degrees of visibility and scrutiny these issues receive in the public and private domains.

Within the fossil fuel industry, a distinct difference emerges: public companies are predominantly associated with environmental and social risks, while private companies face more governance-related issues.

This disparity is partly due to the more visible and significant environmental impacts often linked to public companies, such as BP's gasoline spill cleanup in Washington state and the devastating impacts of Shell's oil spills in Nigeria. Public companies also tend to experience more social issues, like employee strikes, protests, and human rights infringements.

In contrast, private companies, particularly in the financial sector, show a higher frequency of governance risks. Examples include controversies surrounding FTX and Binance, highlighting issues like corruption, substantial fines, and money laundering allegations. This trend mirrors the earlier observation in the fossil fuel sector, where private companies, despite fewer controversies, experience more pronounced impacts when significant ESG issues arise.

It's noteworthy that private sector controversies, due to their relatively lower level of scrutiny, can gain significant traction and visibility when they do surface. This differs from the public sector, where the constant exposure to ESG risks leads to more frequent detection but not necessarily the same level of virality for each event. Public companies regularly encounter ESG risks, but the prevalence of such issues in their operations means that individual events may not always attain widespread attention.

ESG Deep-dive

Environmental risks deep-dive

Looking at environmental risks, public companies often face significant issues like emissions, climate change, and water pollution, while private firms encounter these challenges on a smaller scale and with different focuses, such as animal cruelty and environmental strategy.

In the Consumer Discretionary sector, both types of companies encounter environmental risks, but the nature of these risks differs. Public companies, particularly in the automotive industry, are often involved in incidents like fires and lawsuits related to harmful emissions. Private companies, while also dealing with fires and automotive issues, face additional problems like animal cruelty allegations in retail.

The Fossil Fuel sector shows a clear distinction in ESG issues. Public companies frequently face controversies related to climate change and atmospheric pollution, often involved in significant incidents like legal actions and fines. Private companies, on the other hand, are more focused on general environmental strategy, though their controversies tend to be of a smaller scale.

In Utilities, public companies are more involved in water pollution controversies, with significant incidents like fines for unlawful water extraction making headlines. Private companies, while also dealing with water pollution, do so less frequently and on a smaller scale.

The Financial sector reveals that public companies, especially banks and financial services, are closely linked to the fossil fuel industry. This association has led to various controversies, including greenwashing accusations and involvement in ESG probes.

The Healthcare sector, particularly in public companies, shows a focus on biodiversity-related controversies. Issues like animal cruelty in biotechnology are prominent.

Overall, public companies tend to be at the center of more significant and high-profile environmental controversies, particularly in sectors like fossil fuels, utilities, and financials. Private companies, while also facing environmental and ethical challenges, often do so on a different scale, indicating different approaches and impacts in their management.

Social risks deep-dive

Public companies across sectors like Consumer Discretionary, IT, Financials, and Fossil Fuels frequently confront a broad spectrum of social risks, including human rights breaches and human capital concerns. Private companies, while also facing these issues, tend to have a more focused approach, with specific concerns in areas like telecommunications, social media, and health & safety. This indicates differing strategies and impacts on their social management.

Public companies in the Consumer Discretionary sector struggle with a substantial volume of data related to human rights breaches and human capital issues. These challenges are widespread across various industries, with incidents in telecommunications, social media, and the automobile industry being particularly noteworthy. In contrast, private companies in this sector primarily confront human rights breaches, with a significant focus on issues within telecommunications and social media. This contrast indicates a more specialized concern for private companies in this sector.

Both public and private companies in the Information Technology sector experience significant risks related to fundamental human rights breaches and human capital concerns. However, public companies, particularly those in software and hardware, are more frequently linked to these issues. Private companies, while also implicated, tend to have a different focus within the same concerns.

In the Financial world, public companies exhibit a pronounced focus on human capital issues, surpassing their private counterparts. This focus spans the banking and insurance industries with notable instances of discriminatory dismissals and wage disputes. Additionally, public companies in this sector also navigate complexities related to human rights and customer relations, including racial discrimination lawsuits and data breaches. Conversely, private financial companies face significant customer relations issues, especially highlighted in financial services, and human rights concerns, such as charges against Binance for child pornography and terrorism financing.

Private companies in the Consumer Staples sector lead in mentions related to health and safety, particularly in the Food/Beverage and tobacco manufacturing industry. These references often involve serious incidents like industrial accidents and lapses in COVID protocols. Additionally, customer relations issues are slightly more pronounced in private companies compared to their public counterparts. Public companies, meanwhile, have a slightly higher proportion of mentions related to human rights risks, including labor law violations and privacy concerns.

Public companies in the Fossil Fuel sector are notable for their focus on human capital issues, with references to industry-wide strikes and layoffs. In contrast, private companies in this sector demonstrate a significant focus on human rights issues, as exemplified by the case of the ex-Citgo CEO.

A divergence is seen in the Basic Materials sector, where private companies face more prevalent human capital issues, particularly in mining & metals and the chemical industry. Public companies, on the other hand, encounter a higher proportion of human rights breaches, including harassment lawsuits and violations of indigenous rights.

In summary, public companies across these sectors tend to face a wider range of social controversies, encompassing both human rights and human capital issues, often on a larger and more varied scale. Private companies, while also dealing with similar challenges, tend to do so with a more specific focus, suggesting different approaches and impacts in their social management strategies.

Governance risks deep-dive

In scrutinizing governance, we found that public firms face risks in management and governance, while private entities encounter issues like anti-competitive practices and corruption. Financial and Industrial sectors see public companies dealing with strategy and compliance challenges, whereas private firms face tax strategy risks. Overall, public companies are more involved in high-profile governance controversies, while private companies focus on specific areas like tax and anti-competitive behavior.

In the Consumer Discretionary sector, governance issues vary notably between public and private entities. Public companies, particularly in telecommunications and Social Media, encounter significant risks in senior management and governance structures, evidenced by legal actions and allegations against companies like Verizon and Ericsson. Conversely, private companies in Media & Entertainment are more embroiled in anti-competitive practices, as highlighted by Epic Games' antitrust trial against Google.

Information Technology presents a clear distinction. Private companies are frequently linked to substantial corruption issues, with the FTX scandal serving as a prime example. Public companies, on the other hand, are more inclined towards engaging in anti-competitive practices, as seen in the cases of technology giants like Google and Microsoft facing antitrust lawsuits and scrutiny for monopolistic behavior.

In the Financials sector, governance risks are predominantly tied to senior management and corporate structure. Public companies face challenges primarily in their influence on strategy and communication, with notable instances including BlackRock's lawsuit over an alleged misleading ESG strategy. Meanwhile, prominent financial services companies like PayPal have faced regulatory scrutiny, further illustrating the sector's vulnerabilities.

The Industrials sector shows similar trends among public and private companies but with a specific emphasis on tax strategy risks in private firms. This is exemplified by the PwC tax leaks scandal, indicating the deep impact of governance issues in private entities.

In the Fossil Fuels sector, corruption issues are more pronounced, especially among privately-held companies. Incidents such as the lawsuit against Citgo and the Amec bribery case settlement underscore the sector's susceptibility to governance-related controversies.

Lastly, the Utilities sector shows a higher prevalence of corruption among public companies, as demonstrated by the investigation into FirstEnergy's public corruption scandal and subsequent legal actions.

Overall, governance risks manifest differently in public and private companies across various sectors. Public companies are often at the forefront of high-profile governance controversies, dealing with issues related to management, strategy, and regulatory compliance. Private companies, while also grappling with governance challenges, tend to face issues like anti-competitive practices and tax strategy risks, reflecting a variance in operational focus and impact on governance risk management.

Conclusion

By diving into the complexities of ESG, both public and private sectors have a unique opportunity not only to enhance their financial performance but also to drive positive societal and environmental impacts. As we further examine corporate controversies and gain a deeper understanding of the nuances within the ESG landscape, it becomes increasingly clear that a commitment to these principles is essential for long-term success and global well-being. Our journey highlights the tremendous potential for positive change when corporations embrace the pressing demands of today's ESG landscape, paving the way for a more sustainable, equitable, and governance-focused world.

Download the full report to discover how different sectors navigate regulatory pressures and sustainability challenges with real-world examples to guide your strategy.

Reach out to SESAMm

TextReveal’s web data analysis of over five million public and private companies is essential for keeping tabs on ESG investment risks. To learn more about how you can analyze web data or to request a demo, reach out to one of our representatives.

Wednesday, September 14, 2022, a16z (Andreessen Horowitz), a large, well-known VC firm, funded Flow, a new startup led by a seemingly scandalous entrepreneur, Adam Neumann, the founder infamously known to have been ousted as WeWork CEO.

Why did a16z invest in Flow and, by proxy, Adam Neumann?

In his blog post about “Investing in Flow,” Andreessen acknowledges the U.S. housing crisis in the first sentence, and here’s what he has to say about Neumann: “Adam is a visionary leader who revolutionized the second largest asset class in the world—commercial real estate—by bringing community and brand to an industry in which neither existed before.” Andreessen continues, “[I]t’s often underappreciated that only one person has fundamentally redesigned the office experience and led a paradigm-changing global company in the process.”

So that gives us a clue as to what Andreessen thinks. But what does the public web have to say, and what is its overall sentiment?

In this edition of Alternative Data Trends, we dig into public web data before, during, and after a16z announced that it would fund Flow. Does the public web agree with Andreesen’s view? If not, how does it differ? And how can this information inform an investor and other VC firms?

Let’s find out.

a16z web mention volume and polarity (Nov. 2015 to Jun. 2022)

Mention volumes spike in mid-June 2021

TextReveal^® uncovered 181,620 articles and messages from SESAMm’s data lake about Andreessen Horowitz (Figure 1). Mention volume remains consistent until late 2020, at which time a16z invests in a bunch of new companies and startups, such as:

• Beacons
• Clubhouse
• Dapper Labs
• Eco
• Helium
• Labster
• Maven
• Nansen
• OpenSea
• Skydio
• SpotOn
• Tackle.io
• Valon
• Zus Health

a16z also focused on the NFT market and, as a result, launched the world’s biggest crypto-fund valued at $2.2 Billion in June 2021. Moreover, Andreessen Horowitz launched its own media property, Future.com, in mid-2021.

Andreessen Horowitz web mentions further spike after it doubles down, announcing $4.5B crypto fund IV in May 2022. Additional news increased mention volume because of its investment in Neumann’s new startups, Flowcarbon and Flow.

Polarity (positive and negative sentiment) dips

Sentiment toward a16z remained relatively stable over time with only minor dips until mid-2021, when it began falling, a trend driven by mentions of Flow investments news, the Uniswap related lawsuit, and suspected CoinSwitch Forex law violations (Figure 2).

Why was Flow affecting a16z’s polarity so much?

Despite Andreessen’s reasons for giving Flow and Neumann a chance, the public’s opinion seems to disagree, leaning toward a negative sentiment (Figure 3). Overall, the public doesn’t seem to trust that Neumann is worth a second chance and that his choices are beyond forgiving. Moreover, the public criticizes a16z’s choice to overlook women and people of color. This The Guardian article highlights tweets of these differences in opinion:

In summary, TextReveal’s web data analysis tells us that it’s essential to keep an eye on the latent ESG risks this investment could bring to a16z’s portfolio, particularly on the social side.

Andreessen Horowitz, from an ESG perspective

a16z ESG initiatives

From a mention volume perspective, a16z’s ESG initiative numbers remain stable (Figure 4). Andreessen Horowitz has a good share of ESG initiatives shares with the highest percentage for governance driven by partnerships and collaborations, followed by the environmental aspect that has been increasing over the last two years.

ESG risks, from a portfolio perspective

Figures 5 and 6 cover 160 companies in Andreessen Horowitz’s portfolio in the venture and growth stage. Overall, a16z’s portfolio represents a lower ESG risk (<15%) over time, except for the occasional moderately higher ESG risks score (<35%) indicated by two prominent spikes, one at the end of 2016 (Q4) and the second at the beginning of the year 2020 during the pandemic (Q1). The first spike is mainly a governance risk related to Soylent’s products being recalled and supply-chain-shortage risks. The spike is also caused by another top executive resigning from Magic Leap. In contrast, the second spike is a social risk driven by Instacart’s employees’ strike upon working conditions and safety concerns during the Covid-19 pandemic.

Note: Very low risk is <5%, low risk is <15%, moderate risk is <=35%, high risk is <=50%, and very high risk is >50%. Also, note that this scale is for demonstration only and does not indicate actual risk values.

Does the public’s view of a16z’s investment of Flow have merit?

Maybe, maybe not.

Looking at Andreessen Horowitz’s company and portfolio through the lens of web data, it is, if anything, consistent with its ESG initiatives and has experienced very few controversies. Should investors ignore the potential red flags that come with Flow and Adam Neumann? Of course not. But they should feel assured that a16z has exhibited a pattern of making sound investments. For example, if we compare the firm’s SDG initiatives to those in its portfolio (Figure 8), they are almost identical.

It’s possible that maybe Marc Andreessen and a16z et al. see something in Flow that the general public does not. After all, it’s why they’re a successful venture capital firm that consistently “backs bold entrepreneurs building the future through technology,” controversies and all.

Reach out to SESAMm

TextReveal’s web data analysis of over five million public and private companies is essential for keeping tabs on ESG investment risks. For example, ESG Alerts provides a better way to research and monitor your investment portfolio. To learn more about how you can analyze web data or to request a demo, reach out to one of our representatives.

In a recent interview with Climate Action, Maha Chihaoui, ESG Analyst at SESAMm, discussed how SESAMm’s AI-powered solutions are reshaping ESG analysis. Maha, who leads ESG research and methodology development at SESAMm, outlined how the company addresses the challenges of self-reported ESG data, which can be inconsistent, biased, and outdated.Discover Maha’s take on how AI-driven insights and risk detection transform ESG analysis below.

1. Many ESG datasets rely on company self-reporting. What are the main limitations of that approach, and how does AI help address them?

Self-reported ESG data can be incomplete, inconsistent, or subject to bias, as companies may selectively disclose positive information while downplaying or omitting negative impacts. This lack of standardization also makes it difficult to compare ESG performance across different firms or industries. Additionally, self-reporting often lags behind real-time events, reducing the timeliness and relevance of the data.

At SESAMm, we take a complementary, “outside-in” approach using AI. Our state-of-the-art AI algorithms analyze millions of public documents every day, including news articles, NGO reports, legal filings, and more, to detect ESG-related controversies and risks. This allows us to surface controversies in near real-time, helping investors get a more accurate and timely picture of actual behavior.

2. One of SESAMm’s latest innovations is real-time UNGC violation screening. Why is the UN Global Compact such a critical framework for investors and corporates today?

The UN Global Compact (UNGC) holds critical importance for investors because it carries strong global credibility as a United Nations–endorsed initiative, signaling alignment with universally accepted norms that enhance corporate reputation and stakeholder trust.

The framework provides holistic ESG guidance across key areas—human rights, fair labor practices, environmental sustainability, and anti-corruption—enabling companies to manage risks and opportunities comprehensively. By committing to UNGC principles, companies proactively mitigate legal, operational, and reputational risks associated with violations in these areas.

For investors, especially those subject to SFDR, the UNGC is directly linked to regulatory obligations. PAI indicator #10 specifically asks whether a company has violated the principles of the UNGC or other international norms. Our tool is built on a clear and concise methodology that enables thorough screening, and with the support of advanced AI models, it makes the assessment faster, more consistent, and scalable—efficiently identifying violations or risks of violating the UN Global Compact principles across thousands of companies, thereby supporting both compliance and active risk management.

3. How does SESAMm's AI-driven UNGC screening work in practice?

The SESAMm's AI-driven UNGC screening identifies and classifies ESG controversy events based on their potential breaches of the UN Global Compact Principles into three risk levels:

• Violator (clear and severe breaches),
• Watchlist (possible but unconfirmed violations),
• Low Risk (concerns without clear evidence).
  

These risk statuses are dynamic, reflecting changes in a company’s behavior over time. The system emphasizes transparency by providing detailed explanations and audit trails for each event, enabling clients to investigate further rather than relying on opaque “black box” results. Ultimately, event-level flags can be aggregated to guide company-level decisions, such as exclusions from investment universes.

Clients can filter and explore these events within our dashboards or receive alerts and reports as part of their risk monitoring workflows. What makes this unique is the combination of speed, granularity, and global scale—we’re able to capture and classify relevant controversies days or even weeks before they appear in traditional ESG data sets.

4. Based on your experience, how are investors using real-time controversy data in their decision-making processes?

We’re seeing investors use real-time controversy data in several key areas. During due diligence, it helps identify hidden risks in acquisition targets or portfolio companies, especially in private markets where traditional ESG data is sparse. For ongoing monitoring, firms use our alerts to track emerging controversies that may affect their holdings or counterparties, from suppliers to borrowers.
We also see it integrated into ESG scoring models, exclusion lists, and engagement strategies. In some cases, controversy data prompts further investigation or direct conversations with company management. It enables investors to act sooner and with greater confidence—before a risk becomes reputational or regulatory damage.

5. SESAMm recently launched new AI ESG Assessment Reports. How do these differ from traditional ESG ratings?

Traditional ESG ratings are often backward-looking and based largely on disclosed information. Our AI ESG Assessment Reports take a different approach—they’re built entirely on public data analyzed by AI in near real-time. The reports cover company-level ESG controversies, regulatory and industry pressures, sanctions screening, and more.
What makes them powerful is the speed and coverage. Users can generate a detailed ESG report on any public or private company—globally—in under 30 minutes. That includes small or mid-cap firms that may not be covered by major rating providers. It’s an accessible, scalable solution for firms that need faster, more flexible ESG insights in today’s fast-moving environment.

SESAMm’s AI Technology Reveals ESG Insights

Discover unparalleled insights into ESG controversies, risks, and opportunities across industries. Learn more about how SESAMm can help you analyze millions of private and public companies using AI-powered text analysis tools.