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Hydropower's ESG Paradox: Why the "Green" Asset Class Tops the Controversy Charts

August 20, 2026
5 mins read
Hydropower tops ESG controversy volume across 250,000+ projects, outranking coal. Why the greenest label in energy hides the heaviest social risk.

An analysis of over 250,000 infrastructure projects reveals that the sector most often filed under "clean energy" carries the heaviest environmental and social controversy footprint of any asset type assessed.

In the taxonomy of energy infrastructure, hydropower occupies a comfortable position. It is renewable, dispatchable, and long-lived, and it enters transition frameworks, green bond eligibility criteria, and net-zero roadmaps with minimal friction. Where coal is a legacy liability to be managed down and nuclear invites a specialized debate, hydropower is largely treated as settled. What these projects have actually done does not support that treatment.

Belo Monte, an 11,233 MW complex on the Xingu River in Pará, Brazil, is the sharpest test of the point, because it was built to answer this exact objection. Approved after decades of opposition to a far larger design, it was engineered as a run-of-river plant to minimize flooding, and its reservoirs cover 478 km², of which 274 km² was already river channel at high water, a 61% reduction compared with the 1980s proposal, according to the operator's own regulatory filing. The mitigation was designed from the start, and everything that follows happened regardless.

Biodiversity: the cost of a physical footprint

Environmental controversy across infrastructure concentrates on industrial accidents, water pollution, and biodiversity, and hydropower leads the third, outright, because dams require the permanent conversion of river systems and the land around them. Mexico's Federal Electricity Commission won environmental approval in September 2014 for the Las Cruces dam on the San Pedro Mezquital, upstream of Marismas Nacionales, a Ramsar-protected wetland, even though the project's own impact statement conceded that the damage to Indigenous ceremonial sites could not be mitigated. Along the Mekong River, river health and fish populations fell as dam construction spread through the basin. In Brazil, the Doce River carried a mass release of toxic material after an upstream failure. Elsewhere, the record includes violations of the Endangered Species Act and documented disruption to rainfall patterns.

At Belo Monte, the consequences have been measured rather than projected. The plant diverts water into a canal that bypasses a 130-kilometer stretch of the Xingu known as the Volta Grande, which has received less than 30% of its natural annual discharge since 2019, and some 86% of the stretch's seasonally flooded vegetation, 30,748 of 35,600 hectares, can no longer be inundated at all. The gap lies in the regulator's own file: IBAMA's technical staff called for 10,900 cubic meters per second in February, the historic peak month, compared with the 1,600 that the operating regime actually releases. Seven years of underwater video survey data published in Scientific Reports recorded total fish species richness falling from 62 to a post-operation average of 51, with the steepest losses near the dam and in the rocky rapids, which hold roughly 2.6 times as many species as sandy reaches. The zebra pleco, whose entire known range lies inside the dewatered stretch, now sits on Brazil's national list of threatened species as critically endangered.

None of this is an accident or a failure of operation. It is a structural consequence of the asset. A well-run dam still floods a valley, and a dam engineered specifically not to flood one still dewater the river below it.

When engineering fails: hydropower's physical risk profile

Coal mining leads infrastructure on industrial accidents, where the record is dominated by human tragedy and safety negligence: explosions, collapses, fires, and repeated, incremental failures. Hydropower ranks second, but its accidents take a different form, because in this sector, industrial failure means catastrophic engineering failure at scale. The record includes pipe ruptures causing severe land erosion, oil leaks, and dam collapses that killed and displaced people across whole regions, while PG&E's settlement over damages to the Middle Fork American River Hydroelectric Project and the litigation still running in Brazil after dam collapses give a sense of the exposure a single event can generate. For anyone underwriting these assets, the distinction is financial as much as physical: a coal mine's safety record is a rising cost curve, while a dam's structural integrity is a low-probability, near-unbounded loss.

At Belo Monte, that exposure has so far been financial. The project was budgeted at R$28.9 billion when Brazil's development bank approved a then-record R$22.5 billion loan in November 2012, and by late 2017, actual investment had reached R$38.6 billion, roughly 34% over. The operator owed R$28.3 billion to lenders and debenture holders at the end of 2024. Aliança Norte Energia Participações, the Vale and Cemig vehicle holding a stake in the project, discloses a possible loss of R$3.05 billion from a single construction-delay claim and describes the operator's liquidity as its principal point of attention and a source of investor alert. Neoenergia wrote off its own 10% holding by R$482 million in the fourth quarter of 2021.

The physical risk has been closer than the absence of a collapse suggests. In October 2019, the operator wrote to the national water regulator declaring an emergency, because reservoir levels had fallen far enough to expose an unprotected section of the Pimental dam's earthfill base to wind-driven wave erosion and, in the company's own words, structural damage. It cut outflow below the level agreed with the environmental regulator to protect the structure, and the letter surfaced only through investigative reporting.

Beyond the environment: displacement, water, and chronic corruption

Right to property

Hydropower ranks first among infrastructure sectors for property disputes, a direct function of the footprint a dam and reservoir require. The record shows land seizures, forced displacement, compensation that arrives short or not at all, communities never consulted before ground was broken, and blasting that cracked the foundations of nearby homes. Those affected are frequently the least equipped to hold an operator to account.

Fifteen years after Belo Monte broke ground there is still no audited count of who lost their homes. Estimates run from 20,000 to 40,000 depending on the definition used, against the operator's account of rehousing some 6,000 urban families. Landowners say expropriations are priced at unadjusted 2013 values while the project's own construction boom inflated the market, and as of 2025 none of the land required for the riverine resettlement program had been bought. A petition filed with the Inter-American Commission in 2011 still has no ruling.

Community health and safety

Hydropower sits alongside coal and nuclear as a leading source of community health disputes, but it arrives by a different route. Coal delivers PM2.5, nuclear delivers radioactive anxiety, and hydropower delivers water mismanagement: overconsumption that strips farmers of a livelihood, contaminated water reaching local crops. The grievance is agricultural rather than industrial, which widens the affected population considerably.

On the Volta Grande, catch per fisher fell from 11.1 kilograms a day between 2001 and 2008 to 4.53 kilograms between 2020 and 2023. A randomized household survey found 38.5% of residents in Belo Monte's resettlement neighborhoods living with moderate or severe food insecurity, against 28.3% across the surrounding city. In June 2026, federal prosecutors sought as interim relief for 635 families along the reduced-flow stretch the emergency delivery of three and a half to five liters of drinking water per person per day.

Corruption and bribery

Corruption and bribery accounts for close to 30% of governance controversy across infrastructure. What separates hydropower is the pattern. In airports, nuclear, and coal, corruption surfaces as discrete scandals: a probe opens, executives are charged, attention fades. In hydropower it keeps returning, tied repeatedly to falsified records and payments to local officials to secure land and water rights. Isolated scandals point to isolated actors. A pattern that recurs points to how these projects get permitted.

Brazilian prosecutors alleged that Belo Monte's construction contracts carried bribes worth 1% of their value, and three contractors admitted cartel conduct and kickbacks under leniency agreements that carried immunity. Everything after that was procedural closure rather than a finding of liability: the principal defendants were acquitted and the acquittal upheld on appeal in 2024, the competition authority archived its bid-rigging case in 2025, and no individual has been convicted in connection with the project. An investor screening for enforcement outcomes would have found a closed file. The costs landed elsewhere, in permitting delay, financing conditions, and a minority stake that has been for sale since 2022 without a buyer.

Hydropower's risk concentration: what this means

Hydropower's classification as clean energy is accurate on the metric it was designed to measure, because generation is low-carbon. But carbon intensity is one dimension of sustainability, and it is not the dimension that produces operational friction, legal exposure, or the loss of a social license.

What drew sustained opposition to these projects was water rights, displaced communities, cracked foundations, converted wetlands, and permits secured through local payments. None of it appears in a carbon accounting framework.

For investors, insurers, and lenders seeking transition-aligned infrastructure exposure, that is a material blind spot: an asset class that screens well on the primary criterion while carrying the heaviest social burden in the dataset, and carrying it on behalf of people who have no employment relationship with it. Belo Monte was engineered to avoid precisely that outcome and produced it regardless, which suggests the exposure is not a function of how a dam is built but of what a dam is.

The label is not wrong. It is simply measuring something other than risk.

Read More

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.

ESG

COP28 Outcome: A Turning Point in Climate Action

December 21, 2023
5 mins read

In a historic move, the agreement negotiated at COP 28, after tense negotiations, marks a significant turning point in the fight against climate change. For the first time, an international text explicitly calls for a reduction in the use of fossil fuels, symbolizing notable progress and a significant advance. However, the devil is in the details: the challenge was to reach a consensus among all participating states. The United Arab Emirates, in particular, played a key role, demonstrating its influence on the international stage by adhering to this notion of "transitioning away from fossil fuels."

NGOs and countries of the South, especially island states, would have preferred a firmer commitment towards a complete phase-out of fossil fuels. The current wording leaves room for interpretation and does not specify whether the reduction in fossil fuels should be relative or absolute.

At the heart of this climate battle lies a crucial distinction: it's not just about reducing the relative share of fossil fuels in favor of low-carbon energies but completely eliminating them. Indeed, a state can reduce the proportion of fossil fuels in its energy mix simply by increasing the use of renewables faster while continuing to increase its absolute consumption of fossil fuels, which would not solve the climate problem and could even worsen it.

It is also important to note that natural gas, despite its name, is a fossil fuel. This agreement considers it a "transition energy," part of a "just, orderly, and equitable" transition.

Beyond these semantic debates, the agreement addresses other crucial points, such as tripling renewable energy production capacities by 2030 and improving energy efficiency. It also highlights the development of nuclear energy, which, despite its drawbacks, has the significant advantage of being low-carbon.

Another notable aspect of this agreement is validating the fund for loss and damage, an idea mentioned at COP 27 in Sharm el-Sheikh. This fund, supported by the countries of the North, aims to cover the negative impacts suffered by the countries of the South. Although contributions are voluntary and potentially insufficient, they represent a step forward.

On the sidelines of the main agreement, several major powers, including the European Union, the United States, Indonesia, and Vietnam, committed to accelerating the phase-out of coal, a major source of climate pollution.

A striking fact of COP 28 is the increased presence of fossil fuel lobbyists, with 2,456 accredited representatives, four times more than the previous year. This presence is comparable to that of large national delegations and exceeds that of the countries most vulnerable to climate change.

It has been reported that the COP president, Mr. Sultan Al-Jaber, has made remarks questioning the scientific basis linking the transition away from fossil fuels to the goal of limiting global warming to 1.5°C. These comments appear to disregard the detailed findings of the IPCC reports, which provide an alternative and more alarming scientific perspective.

However, he clarified that his comments were about the challenges of transitioning away from fossil fuels while ensuring sustainable development. His stance, while acknowledging the complexities, does not directly oppose the IPCC reports' findings on the necessity of reducing fossil fuel use to mitigate climate change.

In conclusion, COP 28 stands as a landmark event in the global effort against climate change, balancing the urgency of action with the complexities of international consensus. While it pioneers in explicitly calling for fossil fuel reduction, the agreement also acknowledges the challenges of a full transition, especially from coal, particularly in the context of sustainable development. This nuanced approach, coupled with commitments to strengthen renewable energies and the loss and damage fund, reflects a pragmatic yet hopeful stride towards a more sustainable future. The presence of varied interests, including fossil fuel lobbyists, underscores the ongoing dialogue and debate that will shape our collective response to the climate crisis.

As the year comes to an end, we wanted to highlight the most relevant ESG controversies during 2023. This article zeroes in on these risks, showing their critical role in corporate ethics and responsibility. Throughout the year, we've seen a variety of governance-related challenges that highlight the urgent need for corporate accountability.

Governance Risks: Focus 2023

We highlighted the most significant governance risks in 2023. From tax evasion to ethical breaches such as bribery, these issues highlighted the growing importance of strong, ethical governance in corporate conduct.

Governance Risks in 2023

Governance Controversies of 2023

Governance risks, though often overlooked, play a pivotal role in shaping corporate responsibility and ethical conduct. In 2023, several governance controversy trends emerged:

Money Laundering

Tax evasion was a major topic of discussion in the first quarter, highlighting the need for greater transparency and accountability within corporations.

Bribery

There was a significant increase in mentions related to bribery cases, underscoring the challenges in maintaining ethical governance standards.

Competitive Behavior

This year has witnessed a rise in competitive conduct controversies, with several companies being scrutinized. Antitrust violations, price manipulation, and digital advertising dominance are central to these disputes.

Governance Sub-risks

Top 5 Governance Controversies

These controversies are ranked by relative volume*.

  • FTX

Volume of mentions: 8,085

Relative volume: 40%

FTX, a notable entity in the financial sector, found itself at the center of governance controversies. A significant portion of the discussions surrounding FTX's governance risks in 2023 pertained to allegations of its founder's involvement in bribery schemes. (source)

  • Apple

Volume of mentions: 3,162

Relative volume: 28%

Apple, a tech giant, faced scrutiny as a third of its governance risk mentions revolved around antitrust violations reported in October 2023. (source)

  • Microsoft

Volume of mentions: 4,429

Relative volume: 25%

Microsoft encountered legal challenges with its deal with Activision. The company had to approach the court to reject the FTC's request to halt the deal. (source)

  • X (formerly Twitter)

Volume of mentions: 2,251

Relative volume: 18%

X/Twitter, another major player in the tech industry, faced legal challenges when a judge dismissed a shareholder lawsuit against Elon Musk concerning a Twitter buyout. (source)

  • Google

Volume of mentions: 3,920

Relative volume: 13%

Google faced judicial sanctions for allegedly destroying evidence in an antitrust case, further emphasizing the critical governance challenges even major tech giants face. (source)

Conclusion

In 2023, governance issues, particularly tax evasion and bribery, significantly impacted the ESG landscape, challenging corporate integrity and highlighting the importance of strong ethical standards. For private equity firms and financial institutions, these developments emphasize the value of AI-powered governance analysis in identifying risks and promoting transparency and accountability. The insights gained from this year's governance controversies are important for steering towards more responsible and sustainable business practices in the future.
Remember to check out the top 5 environmental and social controversies of 2023.

Relative volume*: Relative to the total volume of E, S, or G risks for the company during the same period.

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.

ESG | Generative AI

Mastering CS3D and ESG Compliance: The Role of AI in 2024

December 15, 2023
5 mins read

Introduction

Corporate responsibility and sustainability are not just buzzwords anymore but integral aspects of business strategy. The importance of Environmental, Social, and Governance (ESG) compliance cannot be overstated. With the introduction of stringent and complex regulations like the CS3D, corporations face an unprecedented challenge in aligning their operations with these evolving standards. This is where Artificial Intelligence (AI) steps in, offering not just a solution but a transformative approach to staying ahead in the ESG compliance game.

The New ESG Compliance Challenge: CS3D Regulation and Beyond

The CS3D regulation marks a pivotal change in the corporate world, demanding greater diligence and transparency in sustainability practices. This regulation encompasses a broad spectrum of ESG aspects, from environmental impact to social responsibility and governance standards. It necessitates a comprehensive approach to due diligence, extending beyond the corporation to its entire supply chain. This means every partner, supplier, and stakeholder must align with these stringent standards, complicating compliance efforts.

However, CS3D is just the tip of the iceberg. Other regulations like the EU Green Taxonomy and the German Supply Chain Law further add layers to this complex regulatory tapestry. Each of these regulations brings its own set of challenges and nuances, making it increasingly difficult for corporations to keep pace using traditional compliance methods.

Understanding CS3D in Depth

Delving deeper into the CS3D regulation, it's clear that its impact is far-reaching. Corporations are now required to ensure their practices are sustainable and ethical and verify that their suppliers and partners adhere to similar standards. This means conducting thorough audits, maintaining a high level of transparency, and being accountable for the entire supply chain's ESG impact. The regulation also demands regular reporting and public disclosure of these practices, adding another layer of complexity to compliance.

Broader ESG Regulatory Landscape

While focusing on CS3D, it's essential to understand its place within the broader ESG regulatory landscape. Regulations like the EU Green Taxonomy, which classifies sustainable activities and investments, and the German Supply Chain Law, which focuses on human rights and environmental standards in supply chains, complement CS3D's objectives. Together, they create a comprehensive framework that guides corporations toward more ethical, sustainable, and socially responsible business practices.

AI: A Game-Changer in ESG Compliance

The advent of AI technologies has opened new avenues for corporations to manage their ESG compliance needs effectively. AI's capability to process vast amounts of data, identify patterns, and predict outcomes is invaluable in navigating the complexities of ESG regulations.

Real-Time Controversy and Reputational Risk Monitoring

One of the most significant advantages of AI in ESG compliance is its ability to monitor and analyze textual data in real-time. This is crucial in the context of regulations like CS3D, where ongoing vigilance is necessary. AI algorithms can sift through vast amounts of text data from various sources – news, reports, social media, etc., to identify potential controversies and non-compliance issues. This proactive approach enables corporations to address issues before they escalate, ensuring continuous alignment with regulatory standards.

Enhanced Supply Chain Management

Another critical area where AI makes a significant impact is in supply chain management. Under regulations like CS3D, corporations must ensure that their entire supply chain complies with ESG standards. AI-driven tools can analyze supplier data, audit reports, and other relevant information to provide a comprehensive view of the supply chain's compliance status. This helps identify potential risks, assess supplier performance, and make informed decisions about partnerships and procurement strategies.

Case Studies and Success Stories

Illustrating the power of AI in ESG compliance, several corporations have successfully leveraged these technologies to meet regulatory requirements. For instance, a leading multinational company used AI-driven analytics to monitor its global supply chain, ensuring compliance with CS3D and other ESG regulations. The AI system provided real-time insights into supplier practices, flagged potential risks, and enabled the company to take proactive measures to maintain compliance.

SESAMm: Pioneering AI-Driven ESG Compliance

At SESAMm, we specialize in providing AI-powered solutions tailored to the unique challenges of ESG compliance. Our flagship product, TextReveal, is a testament to our commitment to innovation in this field.

SESAMm utilizes advanced natural language processing and machine learning algorithms to analyze unstructured data from multiple sources. It provides actionable insights that help corporations monitor ESG risks, understand regulatory changes, and maintain compliance. By leveraging TextReveal, corporations can:

  • Continuously monitor global news, social media, and other data sources for ESG-related risks and opportunities.
  • Conduct thorough sentiment analysis and trend forecasting to anticipate potential compliance issues.
  • Gain a deeper understanding of the ESG landscape and the evolving regulatory requirements.

Partnering for Success

Our partnership with leading corporations and financial institutions exemplifies the effectiveness of our AI-driven approach. By collaborating with SESAMm, these organizations have enhanced their ESG compliance strategies, effectively navigated the regulatory landscape, and made more informed decisions.

Staying ahead of the curve in the rapidly evolving world of ESG compliance is not just about meeting regulatory requirements – it's about leading the way in corporate responsibility and sustainability. AI technologies, with their unparalleled capabilities in data analysis and predictive insights, are the key to this leadership.

As pioneers in AI-driven ESG compliance solutions, SESAMm is committed to helping corporations navigate these challenges. Our innovative tools and expertise are designed to empower you to meet and exceed regulatory standards confidently. We invite you to explore the potential of AI in transforming your ESG compliance strategy and join us in shaping a more sustainable, ethical, and compliant corporate future.

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.

It’s been an action-packed year at SESAMm, and being the data lovers that we are, we ran the numbers and found that we:

  • Added 9 million documents to our data lake...every day!
  • Identified 600,000 ESG controversies
  • Enriched and added 4 new languages (Albanian, Serbian, Croatian, and Hungarian) to the data lake, which already includes Chinese, Russian, French, and more.

Check out this infographic below for more stats.

SESAMm Infographic 2023-1

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.

As 2023 draws to a close, it's mind-blowing to reflect on the year's events. SESAMm experienced a remarkable year, beginning with a successful funding round in a challenging fundraising climate. We're grateful to our long-standing investors who renewed their trust by investing again and to our new investors who share our vision and have joined us on our journey.

Our mission, though consistent, has expanded to place greater emphasis on ESG. We see the combination of AI and ESG as crucial to the future of responsible investment and sustainable development. At SESAMm, we're committed to leading the way towards a more sustainable future.

To our esteemed C-suite team – my cofounders Pierre Rinaldi COO & Florian Aubry CTO, Marie-Charlotte Deucher CFO, Jorge Alvarez CMO, Eric Sionnet CDO – I am impressed by the successes you have achieved in 2023 and by your exceptional capacity to scale up and lead change across your teams and throughout the organization.

To the SESAMm team, I want to share my deepest appreciation to each and every one of you for your dedication, and unwavering commitment to our shared mission.

This year was filled with activity. We identified over 600k ESG controversies to aid our clients and partners, expanded our data lake by over 3 billion documents, won 5 prestigious awards, including placements on the ESG Fintech 100 and CB Insights Fintech 100 lists, and integrated Generative AI capabilities.

A highlight of the year was our ESG-focused team-building event in Belgium in September. Gathering with our global team for a few days of bonding and learning was an unparalleled experience.

None of this would have been possible without our investors, clients, advisors, and collaborators. Your support fuels our daily motivation to innovate and create. We have a strong vision that can only be realized with your continued partnership. Thank you for being a part of SESAMm in 2024!

We wish you a restful holiday season filled with joy and time spent with loved ones.

Sylvain Forté

CEO & Co-founder

SESAMm

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.

As the year closes, it's time to reflect on some of your favorite pieces of content, so we've compiled a list of the top 8 blog posts highlighting the most popular and insightful content we've published. From investor guides to detecting greenwashing practices, these posts have resonated with you, our readers, and hopefully, continue to provide valuable information and inspiration. Join us as we look back at the top 8 posts of the year and see what made them stand out.

#8 What Investors Ought to Know About Knowledge Graphs: The Core of Text Analysis

Introducing Knowledge Graphs The Core of Text Analysis

This piece explains the pivotal role of knowledge graphs in enhancing text analysis for investors. It clarifies how these graphs contribute to a more nuanced understanding of data, aiding in investment decisions. Readers appreciated the clear, practical insights into how knowledge graphs strengthen SESAMm’s cutting-edge AI technology.

#7 It’s 2023, AI Innovation is Here and Only Getting Better

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In this article, Sylvain Forté presents an optimistic view of the future of AI in the financial sector, focusing on the rapid advancements in AI. He discusses how these technologies are evolving and what this means for investors and companies alike. Readers were captivated by the forward-looking perspective and practical implications of these innovations.

#6 What Investors Ought to Know About SDGs & AI: A Quick Guide

www.sesamm.comhubfsWhat Investors Ought to Know About SDGs & AI aQuick Guide

This article serves as a guide on the relationship between Sustainable Development Goals (SDGs) and AI. It explains how AI facilitates the identification and tracking of SDG-aligned investment opportunities. Our audience found the straightforward approach and practical examples particularly enlightening for understanding the intersection of sustainability and technology.

#5 SESAMm Incorporates Generative AI to Enhance ESG Risk Mitigation and Process Efficiency in the Finance Sector

Announcing SESAMm Generative AI-1

Highlighting SESAMm's innovative approach, this piece details the incorporation of generative AI into ESG risk mitigation. It underscores the significant improvements in process efficiency and accuracy, which resonated well with our audience, particularly those keen on technological advancements in finance.

#4 How Successful Investors Are Using AI to Get ESG Data: A Quick Guide

www.sesamm.comhubfsHow Successful Investors Are Using AI to Get ESG Data A Quick Guide-2

This guide offers a practical look at how AI is revolutionizing and simplifying ESG data for investors. It provides real-world examples and strategies, making it a favorite among readers for its direct application in their investment processes.

#3 How Organizations Are Using AI To Detect Greenwashing

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This article addresses the increasingly relevant issue of greenwashing, showcasing how AI tools are employed to detect and mitigate it. The relevance of this topic in today’s sustainability-focused investment landscape made this article highly popular among our readers.

#2 ebook: Unmasking Greenwashing: How to Identify Genuine and Deceiving Sustainability Initiatives with AI

Greenwashing ebook

This comprehensive ebook gained popularity for its detailed exploration of AI’s role in distinguishing between genuine and deceptive sustainability initiatives. It provided readers with a deeper understanding of the intricacies involved in evaluating sustainability claims, making it a valuable resource. Download the ebook.

#1 SESAMm Raises €35M in Series B2 to Grow its ESG and Sentiment Analysis Business

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Topping our list is the announcement of SESAMm’s Series B2 funding. This milestone article not only signifies SESAMm's growth and success but also reflects the increasing importance of ESG and sentiment analysis in the financial world. The article’s blend of business success and industry relevance made it the year’s highlight for our readers.

Thank you for reading through this year's eight most popular blog posts. Which is your favorite, and how would you rate them?

Let us know what you think on Twitter or LinkedIn.

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