The Future of Finance: Generative AI and Its Transformative Impact
September 13, 2023
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5 mins read
In this final part of our series on AI in finance, we look at how new technological advancements will change the finance world. Over the next ten years, using data and AI for financial decisions will become common practice.
What is Generative AI and Why It Matters in Finance
New AI technologies, such as GPT-3.5 and GPT-4, are becoming part of everyday business tools. Although we're just scratching the surface of what they can do, these technologies will soon help us with tasks like writing emails, creating presentations, and making financial reports.
Take ESG (Environmental, Social, and Governance) indicators, for example. Right now, analysts often manually collect this data from financial reports. But soon, advanced AI models will handle this work, leading to more interactive and intelligent business tools.
What's Next for AI Technology
The following versions of these AI models will be even better than the ones we have today. Given that current models perform some tasks better than humans, it's exciting to think about their future capabilities. We expect these new models to excel in many different tasks. In the future, we'll see machines handle most tasks, which could be good for the world if we use this technology wisely in our everyday work.
How Generative AI Will Change Finance
Just like the internet and smartphones did, generative AI will change how businesses operate. Companies that adapt will do well, while others might struggle. One significant change will be in jobs, especially for analysts. As data becomes easier to collect and understand, analysts will shift to roles where they guide and interact with AI-based business systems.
How SESAMm Uses Generative AI
At SESAMm, AI is already making our work more efficient. It's changing both our internal processes and the features we offer our clients. For example, we use advanced AI models to automate data annotation for ESG and SDG (Sustainable Development Goals) alerts. This has saved our analysts 30% of their time. We're also creating a client-friendly interactive tool that will be a part of our dashboard. Our aim is to start with a demo and then fully automate the extraction and summary of key ESG and SDG events.
SESAMm’s Future with AI
In the long term, AI will play a big role in improving our services. We plan to use AI to automatically create reports, including detailed ESG or competitive analyses for private equity firms. AI is central to our innovation plans. We see it as a way to speed up our growth and establish SESAMm as a key player in the industry.
Our Long-term Objectives with AI
Our main goal is to make it easy for users to find accurate and timely data and ESG insights. The power of AI comes from its ability to quickly sort through a lot of information and pull out what’s important.
Another key aim is to help direct investments toward truly beneficial companies by improving our ESG measurement capabilities.
Staying Competitive in an AI World
To stay ahead, we are committed to raising internal awareness about AI and encouraging its active use across all teams. We also understand that a culture of innovation and transparency is crucial for success, particularly in ESG matters.
Final Thoughts
AI will change the way we work, but it's not just a tool—it's a vital part of our business strategy. It will help us improve our processes, services, and client relationships. Ultimately, AI is about much more than efficiency. It’s about unlocking new opportunities, empowering our team, and driving sector-wide innovation.
In case you missed it, please check out the previous parts of the series:
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.
As regulatory scrutiny intensifies across industries, several major corporations faced significant legal challenges related to anti-competitive behavior in October 2025. Using SESAMm's AI-powered controversy data, we analyzed corporate activity to identify the companies most involved in anti-competitive practices during the month. The results reveal a pattern of regulatory action spanning tech giants, financial services, and food production sectors.
#1: Alphabet: Mounting Regulatory Pressure
Alphabet continues to face unprecedented legal challenges across multiple jurisdictions. The company is facing a substantial $8.3 billion lawsuit from Klarna, alleging anti-competitive practices in the Android market. The situation intensified when the U.S. Supreme Court denied Google's request to delay mandated changes that would open Google Play to rival app stores.
Visa continues to face legal and regulatory pressures across multiple jurisdictions. In the United States, the long-running merchant fee antitrust litigation (MDL 1720) remains active, with ongoing appeals and challenges to proposed settlements. Several merchant groups that opted out of earlier agreements have been permitted by the courts to continue pursuing their claims, extending Visa’s legal exposure.
The company's $5.3 billion acquisition of Plaid has drawn intense scrutiny from the U.S. Department of Justice, reflecting growing concern about consolidation in the fintech sector. Meanwhile, across the Atlantic, the UK Competition Appeal Tribunal delivered a landmark ruling against both Visa and Mastercard, determining that their Multilateral Interchange Fees violate competition laws; a significant victory for European merchants and a potential precedent for future cases.
Beyond beef, Tyson reached an even larger $85 million settlement in a separate antitrust case concerning pork price inflation, the largest settlement to date in ongoing litigation against major U.S. meat producers.
Conclusion
The findings from October 2025 underscore a critical moment in corporate regulation, as authorities worldwide demonstrate an increased willingness to challenge anti-competitive practices in sectors ranging from technology and finance to food production. The substantial fines, denied appeals, and ongoing investigations signal a regulatory environment that is actively reshaping market dynamics.
For investors and market observers, these cases highlight the material financial and operational risks associated with anti-competitive behavior. As enforcement mechanisms strengthen and legal precedents solidify, companies across all sectors should anticipate heightened scrutiny of market practices, particularly those involving platform dominance, merger activities, and pricing coordination.
Reach out to SESAMm
TextReveal’s web data analysis of over five million public and private companies is essential for keeping tabs on ESG investment risks. To learn more about how you can analyze web data or to request a demo, reach out to one of our representatives.
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.
Reach out to SESAMm
TextReveal’s web data analysis of over five million public and private companies is essential for keeping tabs on ESG investment risks. To learn more about how you can analyze web data or to request a demo, reach out to one of our representatives.
SESAMm, a leading provider of Big Data and Artificial Intelligence technology for investment managers, has been recognized with the Best of Show Award at Finovate Europe 2022, which took place on March 22nd and 23rd in London. The award was granted to SESAMm following a demonstration conferred by CEO and Co-founder Sylvain Forté, during which he showcased the company's marquee product TextReveal®.
"Finovate Europe represents a unique opportunity for best-in-class Fintech companies to showcase their innovations in front of leading institutions. It was great to demonstrate our product in front of an elite audience and win the Best of Show award." Said Sylvain Forté, CEO of SESAMm,"We are proud to say that this event was a big success for SESAMm, judging by the level of interest in our technology and its applications to the current ESG topic."
SESAMm is a fintech company that specializes in Big Data and Artificial Intelligence. Through its product, TextReveal®, the company provides analytics and investment signals to finance and corporate professionals by analyzing over 17 billion web articles and messages using natural language processing and machine learning. TextReveal® is a ready-to-use alternative data platform; its NLP (Natural Language Processing) powered engine provides daily sentiment and ESG data mapped to public and private companies to fuel investment strategies.
Finovate Europe, one of the most awaited annual events, sheds light on innovative fintech startups and helps them gain more recognition. It brings together over 1,000 senior finance and tech experts, including “demoers” and insightful speakers.
"We love to see companies like SESAMm join us at Finovate demonstrating their cutting-edge technologies. It really underscores our commitment to provide a platform to promote innovative startups in the financial ecosystem." Said Greg Palmer, VP of Finovate. "Congrats to the SESAMm team for winning Best of Show, it’s clear they really resonated with our audience!"
SESAMm's successful appearance at Finovate Europe once more confirms the great reception the company is getting in the industry, as just a few weeks ago, it was announced that SESAMm was the recipient of the HFM award for Best use of Artificial Intelligence.
TextReveal® Streams emphasizes SESAMm's goal to provide future investors with the accurate and necessary data to make decisions accordingly. Find out more here.
About SESAMm:
SESAMm is a leading company in alternative data and artificial intelligence, delivering global investment firms and corporates data-driven insight and investment analytics. It owns a proprietary 13 years historical data lake containing over 17 billion articles publicly sourced from more than 4 million sources (blogs, forums, social networks, etc.). This represents 10 to 100 times more information than that of our competitors.
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