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Packers Sanitation Services Inc. : When the Warning Signs Were There All Along

April 9, 2026
5 mins read
Forced labor is often assumed to be a problem of distant supply chains. The case of Packers Sanitation Services Inc. (PSSI) dismantles that assumption entirely.

Forced labor is often assumed to be a problem of distant supply chains. The case of Packers Sanitation Services Inc. (PSSI) dismantles that assumption entirely.

PSSI was a leading U.S. industrial cleaning contractor, servicing major meatpacking plants and backed by a top-tier private equity firm. Yet between 2022 and 2024, it became the center of one of the most significant child labor scandals in the U.S., one that had been quietly signaling its risks for years. SESAMm's controversy monitoring platform captured those early signals long before regulators intervened.

The Scandal

In November 2022, the U.S. Department of Labor discovered that PSSI had employed minors as young as 13 in hazardous overnight roles across 13 locations in 8 states. A federal investigation confirmed 102 children had been illegally employed, many handling dangerous chemicals and machinery. Three years earlier, in 2019, PSSI had already been sued for wage violations. The signal was there. It went unheeded.

The Fallout

The consequences were swift. A $1.5 million DOL fine. Contract terminations by Cargill and JBS. A DHS trafficking investigation. A replaced CEO. By late 2024, PSSI had shut its corporate office entirely. Even the private equity owner, Blackstone, faced direct scrutiny from pension funds, a reminder that labor violations travel up the ownership chain.

The Lesson

Every warning sign in this case was publicly visible before the crisis broke out. Wage lawsuits, labor complaints, and media coverage are all available in the public domain. Real-time controversy monitoring can surface these signals early, giving companies and investors the chance to act before exposure becomes unavoidable.

Forced labor is not only a humanitarian crisis. It is a material risk that demands better data, earlier detection, and stronger accountability.

Download the full case study infographic to see the complete timeline of events and key takeaways

Read More

As we commemorate Earth Day this year, it's important to confront our planet's harsh realities. Despite the numerous efforts of scientists, activists, and the tech-savvy younger generation, the ecological crisis deepens, underscored by persistent natural resource deterioration and escalating climate challenges. Today, we are driven more than ever to harness innovative technologies, including artificial intelligence (AI), to advance environmental, social, and corporate governance (ESG) initiatives and attain sustainability for a better future.

Learn “How Organizations Are Using NLP To Detect Greenwashing.”

Deteriorating Natural Resources

Over the past decades, our natural reserves have alarmingly diminished. By March 2024, the Earth’s average surface temperature has increased to approximately 54.9°F (12.7°C), a seemingly minor increase that masks significant polar ice melt and accelerated climate change.

Land and Ocean Temperature Percentiles March 2024.
Land and Ocean Temperature Percentiles March 2024. Source: noaa.gov.

Greenhouse gas emissions have increased to 37.4 billion metric tons in 2023. According to the United Nations, this is caused by burning fossil fuels, industrialization, food production, over-consumption, and manufacturing.

The loss of biodiversity is growing so fast that we now have around 44,000 species extinct due to climate change, drought, and floods. For example, plastic waste is considered the main contributor to ocean acidification, along with oil and toxins dispensed in the ocean by transportation and shipping companies. Moreover, mass production and mass consumption of food, fast fashion, furniture, and more are, along with urbanism, major factors leading to deforestation and natural resource depletion.

Human Concerns and Environmental Anxiety

These issues not only affect nature but also human well-being. A recent study shows that younger generations face a new form of anxiety called environmental anxiety. It results from their fear of where this crisis leads them and the unclear and ambiguous future. For example, we'll likely suffer from clean water scarcity by 2050, which might produce diseases and epidemics. At this rate, the weather will become hotter, damaging nature and causing massive wildfires. As a result, some areas might become inhabitable, causing mass migration and immigration, resulting in overpopulated cities.

Leveraging AI and ESG for a Sustainable Future

Innovative technologies such as AI are revolutionizing our approach to sustainability. AI tools analyze large amounts of data to monitor ESG metrics effectively, helping organizations to make informed decisions that align with sustainability goals. These technologies facilitate smarter resource management, reduce waste through predictive analytics, and improve energy efficiency. By integrating AI with ESG initiatives, businesses can enhance their operational efficiency and contribute significantly to environmental conservation.

Learn “How Successful Investors Are Using AI to Get ESG Data: A Quick Guide.”

Hope for Change

Despite these daunting challenges, there is room for optimism. From awareness campaigns to employing technology for recycling and reusing resources to building robotic animals to prevent animal captivity, researchers and organizations are doing their best to limit environmental damage. Governments are altering laws and regulations and signing treaties in partnership with active associations and organizations, which are joining efforts to improve life on Earth. Emerging businesses strive to leave an environmental and social footprint by integrating the United Nations' Sustainable Development Goals (SDG) within their corporate culture.

Conclusion

In sum, if we, as a whole, take proper action, the current climate threat could diminish within the next few decades. Helping us get there are more affordable means for renewable energy generation and organic produce and public awareness. We're all capable of making a difference through funding organizations, monitoring our waste and consumption, or participating in local community actions and initiatives. Also, we can learn more about how to help protect wildlife. But NOW is the time to take action to guarantee a better future for us and future generations.

Happy Earth Day!

Introduction

Today, environmental, social, and governance (ESG) criteria have become critical in shaping companies' operational and strategic directions. As organizations strive to align with the United Nation’s sustainable development goals (SDG), understanding the variances in ESG performances across different geographical regions becomes crucial. This article explores ESG discrepancies in North America, Latin America, Europe, Australia, Asia Pacific, and Emerging Countries. By dissecting the prevalent ESG risks and illustrating the distribution of SDG adverse behaviors within these regions, we aim to provide a granular analysis that not only highlights regional challenges but also paves the way for tailored strategic frameworks. This nuanced approach facilitates an informed assessment of disparities, empowering stakeholders to craft effective and regionally nuanced strategies.

ESG Overview: A Regional Perspective

Upon standardizing data across the examined regions, our analysis unveiled a predominance of social risks across the board. Yet, the regional specificities unveil the complexity of global ESG landscapes.

ESG risks by region
Fig 1: ESG Risks by region

Upon standardizing data across the examined regions, our analysis unveiled a predominance of social risks across the board. Yet, the regional specificities unveil the complexity of global ESG landscapes.

Latin America is markedly affected by environmental risks, underscored by legal actions against companies for endangering biodiversity. Legal battles over toxic spills, water contamination, and ecosystem-threatening activities vividly portray this region's environmental challenges.

Europe emerges as a hotbed for governance-related risks, particularly emphasizing influence strategy and communication. European companies find themselves at the correlation of controversies ranging from greenwashing and emissions cheating to governance failures, spotlighting the complex governance terrain they navigate.

While grappling with governance risks, North America and Australia exhibit unique profiles. North American firms face various governance challenges, from securities fraud to greenwashing, painting a complex picture of corporate governance in the region. Australian companies are likewise embroiled in governance concerns, predominantly linked to senior management and regulatory compliance, reflecting the governance trials specific to the Australian context.

Emerging countries highlight the prevalence of social controversies, from human rights violations to labor rights concerns, underlining these regions' social complexities.

This multifaceted overview underscores the broad spectrum of ESG risks while illuminating the distinctive challenges faced by each region.

UNSDG Adverse Behaviors: Regional Breakdown

When looking at UNSDG adverse behaviors for the same regions, we find regional trends and more generalized ones. For example, Goal 1, “End Poverty,” displays one of the highest breach rates of all the goals. Whereas Goal 6 - Clean Water and Sanitation, displays interesting discrepancies, mainly exposing differences between developed and developing countries.

The table below provides a detailed comparison of SDG adverse behaviors across regions, categorizing them by specific goals to highlight regional differences in SDG challenges.

SDG breach per region
Fig 2: SDG breach/region

Goal 1, "End Poverty," is the most prevalent SDG issue across all areas. Europe is experiencing the most significant impact due to various factors, including labor rights issues, human capital concerns, governance challenges, anti-competitive practices, and tax controversies.

Similarly, Goal 16, "Peace, Justice, and Strong Institutions," underscores significant issues in North America related to human rights, labor, management integrity, anti-competitive actions, tax strategies, corruption, and shareholder matters, driven largely by flaws in the criminal justice system, including over-incarceration, racial bias, and police misconduct. These problems undermine public trust and equality, highlighting the need for governance improvements despite North America's strong institutional base.

Emerging countries face the greatest challenges with Goals 3 and 11, "Health & Well-being" and "Sustainable Cities," respectively, due to inadequate healthcare infrastructure, disease prevalence, limited healthcare access, poor sanitation, pollution, overcrowding, and substandard urban planning. Addressing these issues requires substantial healthcare, sanitation, and sustainable urban development investments to mitigate risks.

UNGC Controversies: A Regional Analysis

Our exploration extends to aligning ESG controversies with their respective regions and assessing the proportion of these risks aligning with breaches of the United Nations Global Compact (UNGC) principles.

UNGC breaches per region
Fig 3: UNGC breaches by region

Latin America emerges as the frontrunner in this evaluation, demonstrating a noteworthy prevalence of breaches, particularly within the environmental pillar. Notably, the focal point centers on environmental damages attributed mostly to mining and metals companies.

Australia is marked by a significant number of controversies surrounding human rights violations. These encompass various instances, ranging from privacy breaches and infringements on the right to security and dignity and diversity & inclusion. These incidents have garnered considerable attention, contributing to the heightened significance of regional human rights breaches.

In North America, despite a considerable share of human rights breaches, it distinguishes itself by exhibiting the highest prevalence of labor rights violations. In contrast to other regions, North America faces a substantial number of lawsuits related to employment, particularly concerning diversity and inclusion breaches, including harassment lawsuits and instances of racial bias.

European companies distinguish themselves through notable instances of Anti-corruption pillar breaches, including multiple failures in money laundering investigations, legal actions resulting in lawsuits and fines, as well as settlements for bribery allegations and accusations of kickbacks.

Latin America's environmental controversies, Australia's human rights challenges, North America's labor rights issues, and Europe's anti-corruption breaches each tell a part of the global ESG narrative, demonstrating the diverse facets of regional ESG controversies.

Leveraging SESAMm for Insightful ESG Analysis

SESAMm's technology identifies and analyzes potential risks and controversies through our advanced AI-powered text analysis tool, providing essential insights for stakeholders. This capability is invaluable for organizations, particularly private equity firms and financial institutions, aiming to navigate ESG complexities. By leveraging SESAMm's insights, businesses can adapt their ESG strategies to their regional contexts' unique challenges and opportunities, ensuring global sustainable and responsible operations.

Conclusion

To summarize, this analysis underscores significant regional differences in ESG factors, with social risks emerging as a common concern worldwide. Yet, regional distinctions are evident: Latin America is particularly impacted by environmental issues, Europe grapples with governance risks, and emerging nations face a surge in social controversies. The detailed analysis of SDG adverse behaviors, organized by goals for each region, highlights these differences further. It is imperative for companies to recognize and adapt to these regional nuances in their ESG strategies, ensuring approaches are finely tuned to address the distinct risks and challenges prevalent in their specific operational environments.

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.

On 3 April 2025, the European Parliament voted to postpone the implementation deadlines of two major EU sustainability laws: the Corporate Sustainability Reporting Directive (CSRD) and the Corporate Sustainability Due Diligence Directive (CSDDD). The motion passed with an overwhelming majority of 531 votes in favor, 69 against, and 17 abstentions, supporting the European Commission’s “stop-the-clock” proposal. This vote, conducted under an urgent procedure, is part of a broader effort to streamline corporate sustainability requirements and reduce compliance burdens on companies. The Council of the EU had already endorsed the delay on 26 March 2025, citing the need to provide businesses with additional time to adapt to the directives. Final formal approval by the Council is expected shortly, after which the adjusted timelines will take effect.

Extended Deadline for Sustainability Reporting (CSRD)

The Corporate Sustainability Reporting Directive (CSRD) mandates companies to make extensive ESG disclosures. The approved delay affects the implementation timeline as follows:

  • Large companies' reports delayed by 2 years: Companies defined as “large” under CSRD will now begin reporting on the financial year 2027, with the first sustainability reports published in 2028. Previously, these companies were expected to commence reporting for the financial year 2025, with reports published in 2026.
  • Listed SMEs granted additional time: Listed small and medium-sized enterprises (SMEs) and other qualifying small companies will commence CSRD reporting one year later than initially scheduled, covering their financial year 2028 data in reports published in 2029. Under the original plan, these SMEs were to begin reporting for the financial year 2027, with an option to opt out until 2028.

Companies already within the scope of EU sustainability reporting (large public-interest entities under the previous Non-Financial Reporting Directive) are largely unaffected by this delay and have begun reporting for the financial year 2024 as planned. For the rest of the corporate sector, the CSRD’s effective start is deferred, providing additional time to build reporting systems and comply with the European Sustainability Reporting Standards (ESRS). The European Commission has tasked the European Financial Reporting Advisory Group (EFRAG) with simplifying and streamlining the reporting standards by late October 2025, enabling companies to adopt a more manageable set of disclosures when reporting begins.

One-Year Postponement for Due Diligence Rules (CSDDD)

The Parliament’s vote also extends the timeline for the Corporate Sustainability Due Diligence Directive (CSDDD), an EU law requiring companies to identify and mitigate human rights and environmental impacts in their operations and supply chains. The adopted delay includes:

  • Transportation deadline extended: EU Member States now have until 26 July 2027 to transpose the CSDDD into national law, a one-year extension from the original July 2026 deadline. This extension allows governments to pass national legislation implementing the due diligence requirements.
  • First corporate compliance phase delayed to 2028: The initial wave of companies subject to the CSDDD will have an additional year before the rules apply. Large EU firms with over 5,000 employees and €1.5 billion+ in turnover (and non-EU companies with equivalent EU turnover) must begin complying in July 2028 rather than 2027. Notably, this July 2028 phase will also cover companies with over 3,000 employees and €900 million turnover, effectively merging the directive’s first two implementation waves into one timeline.
  • Subsequent phase in 2029: The next set of in-scope companies, including those with ≥1,000 employees and €450 million in turnover, are expected to come under the CSDDD by July 2029 as previously scheduled. The overall phase-in period is compressed into two stages (2028 and 2029) rather than spanning 2027–2029. This compressed rollout means the largest companies gain a one-year reprieve, while the smaller large companies will enter only slightly later than initially planned.

Next Steps

While this vote confirms a delay in implementation, negotiations regarding bigger changes to the laws (updating the reporting standards and the scope of companies affected) are still in their early stages. Those negotiations include exempting an estimated 80% of the companies initially covered by only applying these regulations only to firms with more than 1,000 employees. We delve deeper into these developments in our recent summary of the Omnibus initiative.

About SESAMm

SESAMm is a global leader in ESG controversy data, using advanced Generative AI. We automate monitoring and due diligence on public and private assets, providing coverage of more than 5 million companies. Our clients include companies like Carlyle, Warburg, Natixis, RBI, Fitch, Oddo, and more. SESAMm has raised $50M from renowned investors and operates across 4 continents.
Discover how we can help your team uncover ESG and reputational risks in seconds. Reques a free trial here.

Sources

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.

In recent years, consumers have become increasingly conscious about the impact of their purchases on the environment and society. As a result, many companies have jumped on the bandwagon of sustainability and green initiatives to attract consumers who prioritize ethical and environmentally friendly products. However, not all companies are authentic in their claims and practices, leading to a phenomenon known as greenwashing. In the first article of this two-part series, we gave an in-depth analysis of reputational laundering and greenwashing. In this article, we will explore the prevalence of greenwashing across various industries. We will also study the case of a company practicing greenwashing and a genuinely sustainable company.

Reputational Laundering by Industry

Reputational laundering is a common practice across various industries. Traditionally, the ‘Oil and Gas’ and ‘Financial’ industries have been identified as the main culprits. However, we have recently observed a substantial increase in the frequency of mentions in the ‘Food & Drug Retail’ industry, surpassing all other sectors by a significant margin. To evaluate this trend, we calculated the percentage of reputational laundering mentions in relation to the total number of mentions for each industry.

Reputational laundering over time

We looked at the last three years to find how each industry has evolved. Most industries have remained fairly static within a reasonable range. However, ‘Industrials’ have seen a significant decrease in mentions. Conversely, ‘Oil and Gas’ and ‘Food & Drug Retail’ significantly increased in 2023.

‘Food & Drug Retail’ more than tripled its mentions percentage due to a large number of mislabeled eco-friendly products (Walmart & Kohl’s) and green initiatives claims (Coca-Cola, Unilever, Amazon…).

The ‘Oil and Gas’ industry ranked second, and its recent spike can be associated mainly with greenwashing on actions such as their direct negative impact on the environment and the impact on local communities (TotalEnergies - Uganda & Tanzania). Another example is related to sportswashing with ‘Oil and Gas’ advertising heavily in sports events and even sponsoring sports clubs.

The financial industry has seen a decrease in mentions in 2023. However, its overall numbers are still significant. Most mentions we found were related to their investment activities in fossil fuels (HSBC to stop funding new oil and gas fields after greenwashing criticism. Goldman Sachs Facing SEC Probe of ESG Funds in Asset Management).

Figure 5 Reputational laundering by industry over time
Figure 1: Reputation laundering by industry over time.

When examining the prevalence of reputational risks across sectors, greenwashing is the predominant concern in most industries. This is particularly evident in sectors like Industrials, Oil & Gas, and Financials, where greenwashing mentions are especially prominent. On the other hand, Telecommunications & Social Media stands out as an exception, with the bulk of its mentions skewing towards colorwashing, which encompasses specific practices such as blackwashing and sportswashing (Netflix accused of 'blackwashing' new docu-series Queen Cleopatra by casting black British actress).

Figure 6 Reputational laundering breakdown by industry
Figure 2: Reputational laundering breakdown by industry.

Use Case: Focus on the Financial Industry

The financial industry's footprint in reputational laundering might not be the most pronounced in terms of direct mentions, but its influence stretches wide via its investment activities in other sectors. This means the ripple effect of the financial sector's actions can be substantially more impactful than those in other industries. Our investigation into this phenomenon included a rigorous examination of the frequency with which financial institutions are cited in discussions of greenwashing. Additionally, we assessed their efforts in driving positive impact initiatives. We scrutinized a group of 144 financial entities, arranging them on a scale from the greatest to the least number of greenwashing mentions in proportion to their overall volume of mentions.

Top financial firms by greenwashing claims

Below, we listed the financial firms with the highest relative volume of greenwashing mentions. Beyond the first two institutions on the list, which are related and had a big scandal in 2022, we can see many very recognizable names, such as Blackrock (investing in fossil fuels), JP Morgan (for fossil fuel investment policies), and HSBC (false advertising green claims) making our top ten list.

Table 1

Case Study: DWS Group

The DWS Group, previously known as Deutsche Asset Management, found itself in the spotlight for all the wrong reasons in 2022 and 2023. The scandal landed them at the top of our list, a position highlighted by the significant number of mentions they received — a figure that is an order of magnitude higher than that of any other entity on the list.

As a German asset management firm under the umbrella of Deutsche Bank, DWS was embroiled in severe greenwashing allegations. The last two years were marked by high-drama events: starting with greenwashing allegations at the end of 2021, their offices were searched in May 2022, which led to the resignation of the DWS chief in June 2022. The saga concluded with a substantial $25 million fine paid to U.S. regulators in September 2023.

The accompanying chart provides a visual representation of the timeline for these events, contrasting the number of absolute mentions with those specifically related to greenwashing. The alignment in the timing and scale of these mentions with the unfolding events is unmistakable.

Figure 7 DWS relative greenwashing mentions
Figure 3: DWS Group relative greenwashing mentions.

Best-in-class companies

In our effort to wrap up our study on an optimistic note, it's important to recognize that the heightened scrutiny of greenwashing and its associated initiatives ultimately serves a beneficial role by significantly raising our collective consciousness about crucial ESG issues.

While it's true that numerous companies have come under fire for greenwashing, it's equally important to highlight those that are genuinely advancing initiatives with positive environmental and social repercussions across the globe.

Employing the same method used to scrutinize financial firms implicated in greenwashing, we focused on the same group of 144 companies, honing in on the top 10 that stood out based on normalized mentions of their positive environmental actions.

The findings are quite encouraging: mentions of these positive initiatives dwarf those of negative impacts when viewed as a proportion of total mentions. Brookfield Asset Management (Brookfield) shines as the most notable, garnering almost double the mentions of its closest peer.

Also noteworthy is BlackRock's appearance on this list. Despite its presence on the greenwashing list, BlackRock has made strides in positive efforts, too. The company's initiatives—some counterbalancing the negative—have received more attention for their positive impact than for greenwashing, suggesting a complex but proactive ESG engagement.

Furthermore, companies like EQT, Berkshire Hathaway, and Standard & Poor's have actively engaged in initiatives that drive positive impact, earning them significant—and rightfully so—media coverage.

table 2

Case Study: Brookfield Asset Management

Brookfield's presence on our top 10 list is well-founded, reflecting the substantial conversation around their significant efforts in environmental sustainability. The company has undertaken numerous initiatives aimed at reducing its ecological impact. These include launching a $7 Billion Global Energy Transition Fund, collaboration on a sustainable neighborhood project in Texas, a commitment to planting thousands of trees, and the transition to zero-emission electricity in their offices.

Figure 8 Brookfield sentiment vs environmental initiatives
Figure 4: Brookfield sentiment vs environmental initiatives.

In terms of visibility, these environmental initiatives represent a significant portion of the company’s profile, surpassing 50% of total mentions in September 2022. This highlights the dominant role these actions play in the public discourse surrounding Brookfield.

The company’s polarity(1) — a measure of sentiment in mentions — shows a steady and positive trajectory beginning in late 2021. This trend points to a growing positive reputation and increased positive online discussions regarding the company.

Web Sentiment Analysis: Financial Industry vs. DWS & Brookfield

Figure 9 Sentiment over time
Figure 5: Sentiment over time.

When assessing the landscape of ESG engagement within the financial sector, we consider the comparative reputations of two key players: the leader in positive impact initiatives against the firm with the highest number of greenwashing mentions. How do they stack up against the broader sentiment within the financial industry?

The finance industry at large grapples with a challenging reputation shaped by various issues, including regulatory shortcomings, perceived corporate greed, opacity, and environmental impacts, among others.

Against this backdrop, we observe that:

DWS: The company's reputation trajectory is on a downward slope compared to the industry average, with the aftereffects of recent controversies culminating in a reputation low as of October 2023.

Brookfield: In contrast, Brookfield's commitment to the environment appears to buoy its reputation, maintaining a consistently positive trend that surpasses the market standard. Notably, from January 2023 onward, there is a discernible uptick in positive sentiment.

Conclusion

While the prevalence of greenwashing poses a considerable challenge within the corporate sphere, our study reveals a silver lining. The intensive scrutiny and debate surrounding environmental, social, and governance (ESG) issues have led to heightened awareness and, more importantly, action. Amidst the cacophony of claims, our analysis has found a discernible pattern of positive ESG initiatives overshadowing negative impacts, indicating a shift towards genuine sustainability efforts.

Particularly encouraging is the performance of certain frontrunners like Brookfield Asset Management, which has emerged as a beacon of positive action, outpacing its peers in driving meaningful change. This illustrates the potential for firms to lead by example and underscores the importance of rigorous analysis in distinguishing substantive ESG commitments from superficial ones.

Ultimately, this study underscores the transformative power of informed scrutiny and the pivotal role that advanced analytical tools play in propelling the ESG agenda forward. As the financial community continues to refine its approaches to evaluating ESG metrics, we can remain cautiously optimistic about the journey from mere green-tinted narratives to deeply rooted, impactful corporate practices.

(1) Polarity aggregates positive and negative sentiment (opinions, reviews) on a company. It ranges from -1 to 1. A 0 score means that positive and negative sentiment are equal. Well-regarded brands generally have polarity scores over 0.5.

At SESAMm, we used AI to study billions of articles and analyze greenwashing trends. Download this comprehensive ebook for an in-depth understanding of the evolving landscape of reputational laundering, notably greenwashing, and dive into its trends in the corporate world.

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.

In a recent interview, Jose Salas, Head of Partnerships and Strategy at SESAMm, alongside Kiet Tran and Kat Tatochenko, shared how SESAMm is transforming the landscape of AI-powered text analysis. SESAMm excels in extracting valuable insights from diverse data sources, addressing key issues like ESG controversies and SDG impacts for clients, which include private equity firms and financial institutions.

Salas highlighted SESAMm's distinct approach to technology, emphasizing its role in identifying risks and opportunities for investors. The company's future plans involve embracing generative AI to refine our data analysis further, promising even sharper insights for our clients.
SESAMm's innovative strategies demonstrate our commitment to turning complex data into actionable intelligence, paving the way for smarter investment decisions in the financial sector.

Watch the full interview here:

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.

Environmental challenges, such as climate change, biodiversity loss, and resource depletion, rapidly increase daily. The urgency for a coherent and actionable framework to promote sustainable investments has never been more important. With all of the terms and claims surrounding sustainability, it is a struggle for investors, companies, and consumers to identify which activities and projects are genuinely beneficial for the environment. This is where the EU Taxonomy is a guiding instrument to illuminate the path toward a sustainable economy.
Introduced by the European Union, the EU Taxonomy is a green classification system designed to provide criteria for identifying environmentally sustainable economic activities. Offering a common language and set of standards, the Taxonomy helps mitigate the confusion surrounding sustainability claims and enhances the transparency needed for informed investment decisions.

Understanding the EU Taxonomy

What is the EU Taxonomy?

The EU Taxonomy is a systematic framework that translates the European Union's climate and environmental objectives into specific criteria for economic activities. It assists investors and companies in recognizing which investments qualify as “green,” ensuring that capital flows toward activities with a positive environmental impact.

Main Objectives

The EU Taxonomy is built upon several objectives aimed at transforming the economic landscape:

  1. Supporting the transition to a sustainable economy: The Taxonomy enables businesses to align their operations with the EU's environmental goals by providing clear definitions and criteria for sustainable activities.
  2. Mitigating market fragmentation: The Taxonomy aims to provide uniform standards across EU member states, reducing inconsistencies arising from different national interpretations of sustainability.
  3. Protecting against greenwashing: In an environment where misleading claims about sustainability are prevalent, the Taxonomy offers a reliable benchmark, ensuring that companies cannot misrepresent their environmental practices.
  4. Accelerating financing for sustainable projects: By identifying what constitutes a sustainable activity, the Taxonomy directs investments toward projects that contribute to the EU’s climate and environmental objectives, promoting the development of green technologies and practices.

The EU Taxonomy in Sustainable Finance

The EU Taxonomy is a key component of the broader sustainable finance agenda. By providing a systematic approach to sustainability, it helps guide financial flows toward investments that will foster real environmental progress. This initiative is particularly significant as global investors increasingly seek to align their portfolios with sustainability goals.

Understanding the EU Taxonomy

What is the EU Taxonomy?

The implementation of the EU Taxonomy is facilitated through the Taxonomy Climate Delegated Act. This act sets the criteria for activities concerning climate objectives, recognizing those contributing to achieving climate neutrality and enhancing climate change resilience. It represents the first step towards establishing a comprehensive set of criteria applicable to various sectors.

Sectors Covered

The Taxonomy initially focuses on sectors with significant contributions to greenhouse gas emissions. These sectors include:

  • Energy: Emphasizing renewable energy production and energy efficiency improvements.
  • Forestry: Promoting sustainable forest management.
  • Manufacturing: Aiming for reduced emissions and efficient resource use in manufacturing processes.
  • Transport: Encouraging the adoption of lower-emission transport options.
  • Buildings: Focusing on energy-efficient design and construction methods.

Technical Screening Criteria

The Taxonomy includes strict technical screening criteria that define acceptable thresholds for sustainability. These criteria are based on scientific evidence and best practices, ensuring that activities meet established environmental standards.

Defining Green Economic Activities

The Six EU Environmental Objectives

At the core of the EU Taxonomy are six environmental objectives that guide the classification of economic activities:

  1. Climate change mitigation: Activities that significantly reduce greenhouse gas emissions.
  2. Climate change adaptation: Actions aimed at preparing for and adjusting to the impacts of climate change.
  3. Sustainable use and protection of water and marine resources: Strategies to ensure long-term viability and health of water resources and marine ecosystems.
  4. Transition to a circular economy: Practices that promote efficient resource use, waste reduction, and recycling.
  5. Pollution prevention and control: Efforts focused on minimizing pollution and managing waste effectively.
  6. Protection and restoration of biodiversity and ecosystems: Initiatives dedicated to conserving biodiversity and restoring ecological systems.

Conditions for Taxonomy-Aligned Activities

For economic activities to be recognized as taxonomy-aligned, they must fulfill four critical conditions:

  1. Make a substantial contribution: The activity must significantly contribute to at least one of the environmental objectives.
  2. Do no significant harm: It must not adversely impact any other environmental objective.
  3. Comply with minimum social safeguards: Activities must meet criteria protecting social and labor rights.
  4. Meet technical screening criteria: These are established through scientific methodologies, ensuring that activities genuinely contribute to sustainability goals.

Integrating the EU Taxonomy with Other Regulations

Corporate Sustainability Reporting Directive (CSRD)

The CSRD complements the EU Taxonomy by requiring companies to disclose comprehensive information about their environmental performance. This regulation aligns closely with the Taxonomy by mandating that organizations within its scope report on the extent to which their activities are taxonomy-aligned, promoting transparency and accountability in corporate sustainability efforts.

Sustainable Finance Disclosure Regulation (SFDR)

The SFDR mandates that financial market participants disclose how their financial products align with the Taxonomy standards. This regulatory framework aims to provide investors with insights into the sustainability impacts of their investment options, fostering greater trust and informed decision-making.

Implementation and Compliance

Corporate Mandatory vs. Voluntary Disclosure

  • Mandatory Disclosure: Large companies and financial market participants are obligated to disclose the alignment of their activities with the Taxonomy. This requirement enhances transparency and ensures stakeholders have access to key information regarding corporate environmental performance.
  • Voluntary Disclosure: Companies can also engage in voluntary reporting to highlight their sustainability strategies and progress. This allows businesses to strategically utilize Taxonomy criteria in their planning and investment decisions.

The Role of Member States and Financial Entities

Member States and the EU are expected to leverage the Taxonomy in their regulatory frameworks. This includes establishing public labels for green corporate bonds and financial products aligned with SFDR, thus fostering market acceptance and stimulating demand for sustainable investments.

Challenges and Opportunities

Market Fragmentation

While the EU Taxonomy aims to unify standards across the region, differences in implementation and interpretation among member states could lead to market fragmentation. The EU must maintain a cohesive approach and address any differences that may arise.

The Risk of Greenwashing

With the growing popularity of green investments, there is an increasing risk of greenwashing, where companies may exaggerate or misrepresent their sustainability claims. The EU Taxonomy provides a valuable tool to combat this risk by establishing clear and robust criteria for what constitutes a sustainable activity.

Benefits for Companies and Investors

For companies, engaging in taxonomy-aligned activities can attract institutional and retail investors, banks, and other financial entities that prioritize sustainability. Investors, on the other hand, benefit from improved clarity and assurance about the environmental impact of their investments, allowing them to align their portfolios with their sustainability values.

Future of the EU Taxonomy

Expansion of Coverage

The EU Taxonomy is not static; it is designed to evolve over time. While it currently focuses on sectors with the highest emissions, plans are in place to expand its coverage to include additional sectors and activities as the regulatory framework matures and new technologies emerge.

Adaptation to Technological Changes

As technological advancements grow, the EU Taxonomy must remain responsive to new developments in sustainability practices. This adaptability is crucial for ensuring that the criteria remain relevant and effective in guiding investments toward genuine environmental sustainability.

The Role of the EU Taxonomy in Achieving Sustainability Goals

The EU Taxonomy serves as a cornerstone for sustainable finance within the European Union. By providing clarity and consistency in defining what constitutes a sustainable activity, it empowers both companies and investors to make informed decisions that contribute to environmental preservation and climate goals.

Conclusion

The EU Taxonomy is an initiative aimed at redirecting investments toward environmentally sustainable activities. By establishing clear criteria and creating a common understanding of sustainability, the Taxonomy not only assists companies in navigating their transitions to greener practices but also safeguards the integrity of the environmental finance market.

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.

Sustainability trends have become ubiquitous in the business world, mainly due to the attention ESG is receiving. To state the obvious, this is a positive trend as it helps push companies to consider their impact on the environment, employees, and customers and ensure their governance practices are sound. However, it also incentivizes actors in the business world to try to game the system through marketing campaigns to improve their reputation.

Through the use of artificial intelligence and other technologies, we embarked on a mission to analyze the sentiment on the web and uncover to what extent companies are incurring reputational laundering techniques to deceive investors, customers, and other stakeholders but also to identify the ones that are actually performing actions to have a positive impact around them.

This analysis dives into the concept of greenwashing and reputational laundering. It reveals the nuanced interplay between genuine sustainability efforts and deceptive practices, offering a new lens to distinguish genuine from false corporate sustainability claims.

Beyond Greenwashing: Reputational Laundering

Let’s start with some definitions. Reputational laundering is deliberately hiding unethical behavior with highly visible positive actions. Greenwashing is just one component of reputational laundering. Another component is the social aspect of it, and it includes various forms of color washing such as purplewashing, pinkwashing, purpose washing, etc. So far, in 2023, greenwashing accounted for 55% of all the volume of reputational laundering mentions on the web. So, the remaining 45% represents color-washing.

TerraChoice defines greenwashing as “the act of misleading consumers regarding the environmental practices of a company or the environmental performance and positive communication about environmental performance."

Colorwashing, on the other hand, refers to a strategy used by organizations to create a positive public image by associating themselves with specific causes, ethics, or moral standpoints.

Beyond the conventional understanding of deliberate greenwashing, there’s a more nuanced concept and less discussed: unintentional greenwashing, where companies inadvertently convey misleading environmental claims. This can occur due to a lack of understanding of the true impact of their products or services, unverified claims, overlooking hidden consequences, unintentional confusion in marketing materials, or insufficient transparency. While these companies may not have malicious intent, their actions can inadvertently misrepresent their environmental efforts and mislead consumers about their commitment to sustainability.

Reputational laundering at a glance

reputational laundering mentions
Figure 1: Reputation laundering mentions.

Over the past eight years, reputational laundering mentions have increased steadily. However, from 2021 onwards, they’ve grown a staggering 3.3x. The mentions of reputational laundering are coming from different topics, from false advertising, and misleading practices to lawsuits regarding greenwashing. Furthermore, we have observed a growing number of references regarding the declining trust of the public in corporate pledges, such as those related to 'net-zero' climate goals.

This increase can be attributed to two main reasons: the actual increase in reputational laundering and, more interestingly, the growing awareness from stakeholders (i.e., Investors and eco-conscious consumer base).

According to a report published by the UN Environment Programme (UNEP), climate change lawsuits have continuously surged over the past five years.
Consequently, we analyze mentions of lawsuits related to environmental breaches and detect a significant increase in 2021 – which continues to the present day.

Lawsuit mentions have increased by more than 3x since 2020. These litigations span a spectrum of environmental issues, extending well beyond planned obsolescence practices by major consumer goods manufacturers. We also observe the rise of youth-led climate change lawsuits, instances of oil spills, wildfires, pollution-related legal actions, and the pervasive issue of PFAS contamination.

climate change lawsuits
Figure 2: Climate change lawsuits since 2015.

Breakdown by type of washing

While greenwashing often dominates the conversation around reputational risks, it's crucial not to overlook the social dimension, which tends to receive less attention from the public. Since 2020, we've observed a significant uptick in mentions of greenwashing and its less-discussed counterpart, colorwashing.

Historically, up until 2020, the distribution of mentions leaned toward one-third greenwashing compared to two-thirds colorwashing. However, post-2021, this pattern has shifted. We've witnessed a rise in the frequency of greenwashing mentions, surpassing those of colorwashing and signaling an evolution in the focus of reputational laundering concerns.

breakdown by type of washing
Figure 3: Breakdown by type of washing.

During the COP27 conference at the end of 2022, a call was made to verify carbon and other environmental claims and show zero greenwashing tolerance. As a result, there has been a rise in scrutiny, and data now shows an increase in the number of allegations related to greenwashing. Here are a few examples:

June 2022: Head of Deutsche Bank’s DWS stepping after ‘greenwashing’ raids,
October 2023: Suncor accused of greenwashing
September 2023: Greenwashing cases against airlines in Europe, the US,

In analyzing advertisements, we found instances of reputational laundering through various means. Some companies engaged in social washing, while others used sportwashing to bolster their reputation. The mining and energy industries were particularly guilty of this practice. Meanwhile, the communication industry, including companies such as Netflix and Disney, was associated with black and whitewashing.

Inspecting the Regulatory Landscape

To analyze the regulatory environment of reputational laundering, we studied the effects of different legal frameworks and government organizations on greenwashing and other forms of reputational laundering. We measured the influence of legal frameworks and regulatory bodies on greenwashing by analyzing the quarterly growth of greenwashing mentions over the study period.

In this analysis, we define the concept of legal frameworks by capturing references related to the 'Green Claims' directive, Sustainable Finance Disclosure Regulation, EU Taxonomy, Green Product Certification, Fair Labeling and Advertising Act, Non-Financial Reporting Directive, FTC Act, FTC Green Guides, etc.

Concepts of Regulation bodies are defined by references to governments and Supranational entities (i.e.,  US government, FTC, SEC, Chinese government, Japanese government, etc.) or regulatory agencies established to safeguard the environment (United Nations Environment Programme (UNEP), Environmental Protection Agency (EPA), European Environment Agency (EAA), Intergovernmental Panel on Climate Change (IPCC), etc.)

anti-greenwashing regulations
Figure 4: Anti-greenwashing regulation vs greenwashing growth.

Over the past three years, mentions of frameworks and laws have grown substantially, with increasing ESG scrutiny, new green claims guidelines, and a focus on sustainability and ESG reporting.

There has been a slight increase in the mentions of regulatory bodies over the years, mainly due to the growing interest in greenwashing, which has peaked during events like COP26 and COP27. Legal frameworks and regulatory bodies have played a significant role in the fight against greenwashing. Although there is no decrease in the mentions of this topic, the growth rate has reduced significantly. In fact, the quarter-on-quarter growth for greenwashing web mentions has been decreasing lately.

The trends reveal an interesting fact that there is a negative correlation between the growth in mentions of frameworks, laws, and regulatory bodies and the growth in mentions of greenwashing. Though the mentions of greenwashing are still increasing, the growth rate has significantly decreased from a 75% quarterly growth rate to 10% in the last year (except for spikes related to controversial events such as Greta Thunberg labeling COP26 as a “greenwash festival,” and not attending COP27).

Conclusion

As we navigate the landscape of corporate sustainability, it becomes evident that distinguishing genuine efforts from greenwashing is not just a matter of skepticism but a necessity. This exploration underscores the importance of vigilant analysis and the role of AI in unmasking deceptive practices. It calls for a collective commitment to transparency and accountability, empowering stakeholders to make informed decisions and advocating for a future where corporate responsibility aligns authentically with sustainable development.

At SESAMm, we used AI to study billions of articles and analyze greenwashing trends. Download this comprehensive ebook for an in-depth understanding of the evolving landscape of reputational laundering, notably greenwashing, and dive into its trends in the corporate world.

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.

At SESAMm, we have always been at the forefront of utilizing artificial intelligence (AI) for Environmental, Social, and Governance (ESG) risk analysis. Our journey began in 2014, leveraging natural language processing (NLP) to analyze vast amounts of data to identify company risks - from public equities to expanding into private assets. Our technology stack, deeply rooted in AI-first principles, has evolved significantly over the years, incorporating deep learning and large language models since their inception.

2023 marked a significant leap in generative AI, breaking data quality and precision barriers. Our ability to attain human-level precision in ESG control detection across dozens of languages is a testament to our commitment to continual technological advancement. We plan to further integrate generative AI into our processes, enhancing data quality and expanding our coverage, especially for smaller firms and infrastructure projects that often go unnoticed in the market.

An oil painting in a classical style depicting a realistic artificial intelligence figure.
Similarly to our 2023 vision blog post, we generated this image using Open AI, using the exact same prompt:  An oil painting in classical style of an artificial intelligence holding the whole world in its hand. Realistic. - Check out how the image differs from last year's here.

Enhancing User Interaction with AI: The Future of Client Engagement

A significant focus for SESAMm in 2024 is transforming how clients interact with our SaaS platform. Last year, we introduced a prototype of our generative AI chatbot, which marked the beginning of a new era in user interaction. Our goal is to utilize generative AI not just for data improvement but to enhance the overall user experience. This includes making data more accessible and addressing challenges like the lack of unique identifiers in the private space.

Accelerating Innovation and Development with AI

Our team of 60 engineers and researchers is the driving force behind our rapid development and innovation. The integration of large language models has enabled us to deliver features more quickly and efficiently. With a robust infrastructure and an agile AI team, we're pushing the boundaries of what's achievable with AI, outpacing traditional human analyst capabilities. This agility in innovation is crucial for our continued leadership in the market.

The Future of AI Technologies in SESAMm's Roadmap

We keep a close eye on the latest AI advancements, from new open-source libraries to cutting-edge commercial models. Our team is deeply engaged in fine-tuning models for specific applications, especially in tracking ESG events and uncovering insights about smaller, lesser-known companies. This approach reflects our culture – an AI-first company specializing in the financial and ESG space, always eager to incorporate more technology and innovate.

Cementing Leadership in AI-Powered ESG Analysis

Our vision extends beyond 2024, aiming to be the premier global player in ESG controversy and risk analysis. With regulations evolving globally, we anticipate a significant expansion in our market. Our focus remains on delivering unparalleled reputational insights, especially in the investment world, but also rapidly expanding into supply chain analysis and client monitoring. We're not just keeping pace with the market but setting the standard for AI-powered ESG analysis.

The Expanding Global ESG Landscape: Opportunities and Challenges

As regulations intensify worldwide, including in polarized markets like the US and Asia, we see a growing demand for ESG analysis. This global shift presents both opportunities and challenges. Our strategy includes further integrating our solutions into various ecosystems, such as ESG reporting tools, portfolio management systems, and CRMs. Through strategic partnerships, we aim to position SESAMm as an integral part of the global ESG analysis framework.

Walking the Talk: SESAMm's Commitment to Sustainability

In 2024, SESAMm is not just about leading in technology; we're deeply committed to practicing what we preach regarding sustainability. We have a robust ESG Manifesto and a series of actions aligned with environmental, social, and governance principles. Recognizing our relatively limited carbon footprint as a tech company, we focus on making impactful choices and fostering a culture of awareness and change within our team.

We've implemented programs for environmental awareness, like our Climate Risk training, conducted by certified employees. Our efforts in governance are highlighted by the appointment of our first independent board member, Stephane Beson, signifying our dedication to having diverse external perspectives guiding our company.

Regarding environmental footprint, we prioritize partnering with providers that use clean energy in their data centers. This conscious decision-making extends to selecting partners who can offset their carbon emissions, reflecting our commitment to sustainability.

Remote Work and Sustainability: A Dual Focus

Our approach to remote work has always been progressive. We see it as not just a productivity enhancer but also as a key sustainability strategy. Given our global presence, with teams in France, New York, Tunisia, and London, remote work is essential. It brings our team closer, transcends cultural barriers, and reduces our carbon footprint by significantly cutting down on travel. This strategy aligns with our dedication to work-life balance, recognizing the importance of flexibility for our employees.

Targeting the Right Market with Tailored Services

2024 is a year of strategic focus for SESAMm, especially in terms of our target market. We're seeing a growing trend among banks to aggregate ESG controversy data. Our unique capability to provide comprehensive coverage, encompassing mixed assets portfolios, positions us as a key player for these institutions.

We continue strengthening our presence in private equity and expanding our reach into the banking sector, private debt, and infrastructure funds. Our dedicated corporate business practice is another area of expansion, helping European companies monitor ESG controversies. We also focus on sustainability and ESG teams, procurement teams, and third-party risk teams, ensuring a broad yet targeted market approach.

Upholding Data Security and Privacy

Data security and privacy are paramount, especially given the increasing sophistication of cyber threats. Our co-founder and CTO brings invaluable expertise in cybersecurity. We conduct annual audits, have robust systems to monitor and preempt attacks, and continuously train our teams to be vigilant. While we don't deal with personal data, we focus on protecting critical systems for our clients, ensuring that we maintain the highest standards in data security.

Building a Team for the Future

Looking ahead, our confidence in 2024 stems from our team's exceptional capabilities. We've implemented agile processes and onboarded talented individuals across all levels. Our team's passion and dedication are key drivers in adapting to market changes and delivering high-quality services. It's not just about where SESAMm is now but how our team will continue to excel and innovate in the future.

A Vision of Innovation and Responsibility

As we move into 2024, SESAMm stands at the forefront of AI-powered ESG analysis, not just through technological innovation but also through a steadfast commitment to sustainability and security. Our focus on the right markets, combined with a forward-thinking approach to remote work and data protection, positions us to meet the evolving needs of our clients.

Join us at SESAMm as we navigate the future of ESG analysis, leveraging our expertise to foster a sustainable, secure, and innovative business environment. Explore SESAMm's cutting-edge solutions and be part of a future where technology meets responsibility.

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.

At the RBI Innovation Summit in November 2023, SESAMm's CEO, Sylvain Forté, and Suleiman Arabiat, Senior Investment Manager at Elevator Ventures, shared an interview about the intersection of artificial intelligence and ESG data analytics. This conversation highlighted SESAMm's commitment to revolutionizing how ESG data is analyzed and utilized in the financial sector.

Sylvain Forté, SESAMm's CEO and co-founder, illustrated the company's impact in detecting ESG controversies using advanced AI. By processing billions of documents, SESAMm offers a unique capability to identify environmental, social, and governance issues that influence companies. This cutting-edge approach is particularly important for private equity firms, asset managers, banks, and corporations, providing them with critical data for informed decision-making.

The interview dove into the essence of ESG – encompassing environmental, social, and governance topics – and its growing importance in regulatory frameworks worldwide. SESAMm’s AI-driven technology scans online content in over 100 languages, from major media publications to niche NGO websites, to detect and alert clients about potential controversies.

Forté shared the birth of SESAMm, tracing back to 2014 when the initial idea burgeoned from a passion for AI and its application in text analysis. This nascent idea evolved into a specialized focus on ESG controversy analysis, aligning with the increasing regulatory emphasis on sustainable investment strategies.

One of the major challenges SESAMm faced was maintaining focus while leveraging its complex technology platform for the right use cases. This journey led us to tailor our technology for end business users, aligning with the company's growth and scalability goals.
As we continue to expand, particularly in the US market and private equity sector, we remain committed to enhancing our offerings in asset management and exploring partnerships in the fintech space. This journey reflects a fusion of technological innovation and dedication to sustainable investment practices, signaling a transformative era in ESG data analytics powered by AI.

To gain deeper insights into how SESAMm is shaping the future of ESG data analytics with AI, watch the full interview between SESAMm's CEO, Sylvain Forté, and Suleiman Arabiat at the RBI Innovation Summit.

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.

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