Meet the Legal Risk Report: AI That Accelerates Transaction Due Diligence
02/10/2026
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5 mins read
Following the success of SESAMm’s AI-Powered Deal Screening Reports, we’re expanding our due diligence suite with a new addition: the AI-Powered Legal Risk Report. Built for private equity, M&A, and legal teams, it delivers a rapid, data-driven view of a company’s litigation, regulatory, reputational exposure and all public compliance documentation and disclosures, helping professionals identify red flags early and make faster, more informed decisions.
Accelerating Legal Due Diligence
In private equity transactions, time is limited but the stakes are high. Traditional legal research can take weeks of reviewing court filings, disclosures, and media coverage. SESAMm’s Legal Risk Report automates this process, scanning millions of documents to surface potential risks in less than an hour.
Each report is generated automatically in less than 15 minutes and backed by verifiable sources, giving legal and compliance teams the transparency they need to validate findings and support defensible due diligence.
The Legal Risk Report helps professionals accelerate and strengthen their assessments at every stage of a transaction:
Reduce blind spots: Uncover litigation, compliance, or reputational issues that manual research might miss.
Strengthen documentation: Support client memos and audit findings with verifiable, AI-extracted evidence.
Reduce costs and time: Cut research hours while maintaining defensible, high-quality standards.
SESAMm’s technology is trusted by leading financial institutions to enhance their understanding of ESG, reputational, and regulatory risks. The new Legal Risk Report builds on this foundation, extending SESAMm’s AI capabilities to help law firms, compliance officers, and corporate legal teams uncover litigation and reputational exposures with speed and transparency.
By combining AI-powered text analysis with structured risk categorization, SESAMm enables professionals to go from question to insight - and from risk to response - faster than ever.
Globally, ethics and sustainability are important, but the retail industry faces intense scrutiny over supply chain integrity. This spotlight shines on SHEIN and TEMU, two giants in the fast fashion and e-commerce sectors, known for their vast reach yet marred by controversies around labor practices and environmental impacts. This article explores their supply chain strategies, examining how current and emerging legislation, like the CSDDD initiative, aims to tackle the ethical dilemmas plaguing global retail. Through a comparison of SHEIN and TEMU, we assess the effectiveness of regulatory frameworks in addressing these critical issues. By analyzing their ESG controversies and comparing their responses, we assess how well current and future legislation, particularly the CSDDD initiative, addresses ethical issues in global supply chains.
Specialized Retail: The Case of SHEIN and TEMU
SHEIN and TEMU are compelling use cases due to their past controversies and the focus on their supply chain practices. Both companies have come under scrutiny for their labor practices, environmental impacts, and ethical issues, making them ideal subjects for analysis. By studying their supply chain challenges, we aim to assess the effectiveness of current legislation and predict the potential impact of future regulatory frameworks, particularly in the context of the CSDDD initiative.
While both companies operate with a similar business model, SHEIN is an established player entangled in numerous supply chain controversies. On the other hand, TEMU, a newcomer since 2022, faces similar issues. Comparing them helps us evaluate the effectiveness of existing supply chain legislation and determine whether increased regulatory scrutiny has improved compliance or merely raised awareness of these controversies within the industry.
Note:
Size bias mitigation:
We normalized the data for both companies to ensure an equal basis of comparison, accommodating the difference in operational history—SHEIN since 2008 and TEMU since 2022— to eliminate discrepancies in web attention.
Risk analysis:
It’s worth noting that the figures presented here specifically relate to supply chain risks, as that is the primary focus of our analysis.
Examining Supply Chain Controversies
We analyzed ESG risks in the supply chains of SHEIN and TEMU over the past four years, adjusting data volumes for comparative analysis. SHEIN's supply chain risks have significantly increased since 2021, peaking in 2022 and continuing to rise in 2023, reflecting a growing online focus on its issues. Meanwhile, TEMU, despite only being established in 2022, has quickly come under intense scrutiny. The company faces frequent criticism for its supply chain practices, including condemnations for inaction and ongoing human rights violations.
Examining Social Sub-risks
In our analysis of social risks within the supply chains of TEMU and SHEIN, we discovered that fundamental human rights and labor rights are the most and second most prevalent issues, respectively. Notably, despite TEMU's more recent establishment compared to SHEIN, its supply chain has a relatively higher proportion of human rights controversies.
Both companies have faced serious allegations related to their supply chain practices. TEMU and SHEIN are scrutinized for using Chinese cotton potentially linked to slave labor, with insufficient efforts to mitigate forced labor risks. Allegations include child slavery, privacy issues related to sharing user data, and environmental neglect, including the use of carcinogens in products. Despite their efforts to boost their public image through aggressive marketing and influencer engagements, both companies have been criticized for their approach to environmental responsibility and labor practices.
Political calls for investigations into the use of Uyghur slave labor in both companies underscore their ethical challenges. Neither company has shown rigorous compliance with anti-forced labor laws, lacking stringent programs to audit supplier compliance. This highlights significant gaps in their corporate responsibility efforts.
It's evident that social risks, particularly human rights breaches and labor rights controversies, have received significantly more attention than environmental risks. Despite the severity of environmental events, they represent a lower percentage in comparison. This highlights the prioritization of addressing social issues within these companies' operations.
SHEIN experiences extensive scrutiny, leading to a wealth of data on its practices. Conversely, TEMU, despite facing environmental controversies, has been less transparent about its environmental footprint, with Greenpeace reports highlighting this lack of clarity. This disparity underscores that SHEIN’s environmental impacts are more thoroughly documented than TEMU’s.
These environmental and health issues gained attention during SHEIN’s attempts to launch IPOs in the US and UK, spotlighting the company's ethical and environmental practices. Despite SHEIN's pledges to donate towards solving textile waste problems, critics label these actions as greenwashing, calling for significant alterations to its business model to address the underlying issues effectively.
Supply Chain Dynamics: SHEIN vs TEMU
While TEMU doesn't have its own brand like SHEIN, it operates under a comparable business model. It acts as an intermediary, managing shipments for products it doesn't manufacture. Despite their distinct approaches, both companies frequently engage in disputes, drawing attention to their supply chains. Additionally, policymakers often group them with similar firms, subjecting their fast fashion practices to heightened scrutiny.
These events highlight the growing scrutiny surrounding the supply chain practices of both SHEIN and TEMU. Senator Rubio's call for an investigation into allegations of Uyghur slave labor usage by both companies, additionally, mentions of Congressional attention has also focused on these companies, with reports exposing violations of U.S. tariff laws and evasion of human rights reviews on imports, shedding light on systemic issues within their operations.
Increasing Sustainability Awareness
We studied the mentions of both ESG initiatives associated with the brands and detected that over the analyzed time frame, SHEIN has been associated with significantly more initiatives than TEMU.
We analyzed the sustainability initiatives of these companies, finding that SHEIN's efforts outpace TEMU's significantly.
SHEIN focused on circular economy practices, exemplified by partnerships like that with Queen of Raw to reuse excess industry inventory and launches such as EvoluSHEIN and SHEIN Exchange, also boosting Product safety mentions, which promote recycled materials and resale of used products, respectively.
Throughout our analysis period, we noted that 2022 was a turning point for SHEIN's sustainability efforts, sparked by several mentions of breaches related to the Modern Slavery Act and child labor allegations in the previous year, which subsequently increased the company’s sustainability-related mentions. By 2023, as SHEIN prepared for potential IPOs in the US and UK and with the release of a controversial documentary, the company faced heightened scrutiny, with more allegations surfacing in its supply chain concerning various acts and legislations, such as the Modern Slavery Act, Uyghur Forced Labor Prevention Act, and others. Despite these challenges, mentions of SHEIN’s ESG initiatives also rose, although they remained less prominent than risk-related mentions due to controversies typically gaining more attention online. However, from 2024 to the present, we have observed more initiatives than risks, suggesting that, despite some acts and legislations being non-binding or not directly applicable to SHEIN, the potential reputational impacts drive the company toward positive change.
It's worth noting that we've observed discussions linking SHEIN with the recent EU Corporate Sustainability Due Diligence Directive, also referred to as CSDDD or CS3D. These discussions underscore the view that governments should refrain from incentivizing fast fashion companies like SHEIN. As the CSDDD is expected to bring about significant changes, forcing businesses to identify, prevent, or mitigate adverse impacts of their operations on human rights and the environment. Notably broader in scope compared to previous legislation, this directive will apply to all EU companies surpassing a certain revenue threshold. Consequently, fast-fashion retailers like SHEIN will face increased requirements to take action and ensure compliance.
The absence of enforceable regulations allows companies like TEMU to continue operating, but SHEIN's actions, particularly as it moves towards an IPO, raise questions about whether its efforts to improve practices are driven by the scrutiny associated with preparing for a public offering or by a sincere commitment to compliance with laws and regulations.
To conclude, our analysis underscores the dynamic landscape of supply chain regulations, ESG risks, and sustainability initiatives within the specialized retail sector, particularly in the fast-fashion industry. A focus on SHEIN and TEMU reveals a rise in both ESG initiatives and identified breaches. SHEIN's proactive initiatives suggest a response to regulatory pressures. Additionally, our findings suggest that even without binding legal requirements, companies may still choose to comply to enhance their reputation or respond to heightened scrutiny.
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The chemicals industry, often perceived as the backbone of modern economies, is undergoing a notable shift. With the world's focus now fixed on environmental, social, and governance (ESG) initiatives, this sector finds itself at the crossroads of risk and opportunity. In this “ESG Data Trends,” we dive deeper into the chemicals’ market ESG performance, studying the example of Ineos.
The chemicals industry: riding the ESG wave
Post-2020, the chemical market has seen an increase in web mentions. Several factors—from gas shortages rattling this energy-intensive market to escalating environmental concerns—have ushered in a new era of sustainability discussions. But which chemicals are stealing the limelight? Chlorine, Ammonia, and Base Chemicals like Ethylene and Propylene account for over half of the chemical web mentions. And it's not just about their volume. The narrative is changing too. The industry is leaning towards eco-conscious production, championing innovations like recycled propylene, Renewable-Benzene, and Green ammonia.
Figure 1: Chemical market volume of mentions.
What's interesting about this is the emphasis on ESG initiatives over ESG risks. It's a clear signal that the industry is taking action toward sustainability and is making tangible strides. When looking at the industry’s ESG risks mentions, we found that Arkema has the highest percentage of ESG Risks driven mainly by environmental incidents and impact on biodiversity due to a chemical plant explosion in 2017, followed by UOP LLC, which displays the highest proportion of Social related risks as a consequence of layoffs.
Figure 2: ESG risks by company.
Conversely, across the industry, the volume of ESG initiatives indicates a significant commitment to sustainable related practices. Environmental-related practices are the most mentioned initiatives in the chemicals industry; precisely, two pillars stand out in ESG initiatives: climate change reduction and circular economy strategies. LyondellBasell displays the highest percentage of ESG initiatives mentions due to its climate change reduction and circular economy strategies, where the company is working towards greenhouse gas reductions and advancing plastic waste recycling. Despite having the highest environmental risk mentions, Arkema has the highest social-related initiatives with corporate social responsibility.
Figure 3: ESG initiatives by company.
Case study: Ineos
The TextReveal Dashboard detected another chemicals company with an increasing number of mentions, the British multinational Ineos. After the announcement of Ineos Grenadier's off-roader in 2020, the number of mentions more than doubled, increasing Ineos' overall volume. Later on, the company’s mentions have been relatively increasing after cooling down from the announcement, with a significant increase in 2022 following M&A and collaboration announcements, sustainability actions, and controversies around its CEO, Jim Ratcliffe.
Figure 4: Ineos volume of mentions and relative volumes.
We also detected a geographical shift in mentions. Once dominant in the US, Ineos mentions dropped from 65% in 2015 to roughly 30% in 2022. Europe, on the other hand, has seen a spike from 25% to over 65%. Sentiment analysis offers another layer of insight.
Figure 5: Geographical distribution over time.
While the sentiment has largely remained steady, there have been dips, especially during periods associated with fracking controversies and environmental incidents, including a toxic chemical spill. Digging deeper into Ineos’ ESG risks, there has been a decrease over the recent years; nonetheless, before 2019, we captured a relatively higher number of risks, mainly environmental–related controversies, coming from mentions about overexploitation of resources, namely fracking. Social-related risks display a significant proportion of data driven by social dialogue controversies as we capture multiple mentions of protests, particularly in 2017.
Figure 6: Ineos ESG risks over time.
While Ineos ESG risks mentions represent 2.46% of its overall data share, its ESG initiatives mentions represent 5.91% of its web presence, signaling a more positive outlook for the firm, at least from a perception point of view. Furthermore, we detected that environmental–related initiatives are the main focus for Ineos, particularly climate change, while social initiatives arise, particularly in 2018, due to product safety mentions.
Figure 7: Ineos ESG initiatives over time.
Data sources
To produce this analysis, we combined natural language processing with billions of textual web data related to the chemicals market. Using NLP-powered models gives us an edge as we can extract ESG, SDG, and financial insights that aren’t necessarily obvious or easy to detect. These insights help investors make better investment decisions. SESAMm leverages artificial intelligence and machine learning technologies to help you decipher and understand timely sentiment, trends, and ESG metrics on a wide range of public and private companies.
Reach out to SESAMm
TextReveal's web data analysis of over five million public and private companies is essential for keeping tabs on ESG investment risks. To learn more about how you can analyze web data or request a demo, contact one of our representatives.
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