6. AI and Responsible AI
AI development has accelerated sharply during 2025–2026, and companies face both significant opportunities and rapidly growing risks. The EU’s AI Regulation has been adopted and is now in an implementation phase with phased application over the coming years. The regulation establishes a new framework for how AI systems are to be developed, used and controlled, where requirements for classification, risk assessment, data governance, transparency and human oversight will have a direct operational impact on businesses.
In practice, this means that AI is rapidly becoming a “licence to operate” issue. Companies must not only ensure regulatory compliance, but also be able to demonstrate to customers, investors and business partners that their use of AI is robust, traceable and responsible. We are therefore seeing Responsible AI increasingly integrated into corporate governance and compliance structures, with the establishment of AI committees, internal review processes and a clearer division of responsibilities between legal, IT and business operations.
At the same time, the risk landscape is becoming more complex. The use of generative AI raises issues regarding intellectual property rights, particularly in relation to training data and model output, as well as the division of responsibility between suppliers and users of AI systems. Furthermore, increased reliance on third-party models and suppliers means that AI-related risks effectively become part of companies’ supply chains, requiring due diligence, contractual regulation and ongoing monitoring.
AI risks are also playing an increasingly prominent role in M&A processes and commercial agreements. Buyers are increasingly analysing how target companies use AI, which data sources underpin the systems, and whether there are regulatory, intellectual property or ethical risks that could affect the value of a transaction. At the same time, we are seeing an emerging landscape of disputes linked to AI-generated content, discrimination and liability in automated decision-making.
AI is therefore no longer an isolated technical issue, but a core strategic, legal and operational issue, with clear links to ESG, particularly in terms of governance, transparency and risk management.
Key points:
- The EU’s AI Regulation is in the implementation phase with phased application – the focus is now on practical operationalisation rather than merely regulatory analysis
- Responsible AI is rapidly evolving into a “licence to operate” issue, with demands from customers, investors and business partners
- Increased focus on generative AI risks, particularly in relation to intellectual property rights, training data and allocation of liability
- AI risks are being integrated into supply chains, M&A processes and commercial agreements, with an increased need for due diligence and contractual regulation
7. Sustainable Finance
The sustainable finance regulatory framework in Europe remains in a phase of ongoing change. Despite several years of legislation, guidance and developments in market practice, there is still significant uncertainty regarding the requirements that asset managers, fund managers and investors are actually required to comply with. For many players, the focus has therefore shifted from merely interpreting new regulations to managing a situation where reporting requirements, product categorisation and investor expectations are evolving in parallel. At the same time, both investors and other stakeholders continue to demand sustainability-related information, even where the legal requirements have not yet been finalised or are unclear.
The most significant example is the ongoing reform of the Sustainable Finance Disclosure Regulation (SFDR), often referred to as “SFDR 2.0”. The European Commission’s proposal involves replacing the current, well-known Articles 8 and 9 with three new product categories – Transition, ESG Basics and Sustainable. For a product (e.g. a fund) to qualify for a category, its investments must meet detailed criteria and exclude certain types of sectors/activities. The proposals also mean that the SFDR’s current definition of “sustainable investment” will be phased out, whilst significant restrictions are introduced regarding naming, marketing and sustainability communication for uncategorised products (i.e. products that do not meet the criteria for the new categories). For fund managers and other players in the European market, this means a need to review fund documentation, investor communications, internal governance documents and operational processes.
However, there remains considerable uncertainty. Negotiations on the Level 1 text are still ongoing within the EU legislative process, and the forthcoming Level 2 rules will be decisive in determining how the new categories can be used in practice. It is only once these more detailed rules have been published that the market will be able to assess how feasible the new categories are and what practical consequences they will have. For private funds such as venture capital, private equity, infrastructure, credit and real estate funds, this is particularly important, as several of the proposed criteria and approaches have been designed largely with listed markets in mind. Issues relating to active ownership, operational value creation and sustainability engagement in unlisted companies therefore risk not being fully reflected in SFDR 2.0, despite the fact that these tools are often central to private funds.
For market participants, this means that the sustainable finance regulatory framework is currently a matter of strategic positioning and preparedness rather than merely formal compliance. Although the legislator’s ambition has shifted to some extent towards simplification and proportionality, there remains a need for robust data collection, well-considered communication/marketing and ensuring sufficient flexibility to manage future regulatory changes. Fund managers with exposure to unlisted asset classes, in particular, have good reason to monitor developments closely and to assess now how future product classification, sustainability disclosures and investor dialogues may be affected.
Key points:
- The SFDR is set to undergo a fundamental reform through SFDR 2.0, with three new product categories – Transition, ESG Basics and Sustainable – proposed to replace the current Article 8 and 9 regimes
- The final Level 2 rules will be decisive for how the new categories can be applied in practice
- Private markets players risk being particularly affected, as the proposed rules are largely based on listed markets
- Despite ambitions to simplify the framework, a complex and evolving reporting landscape remains, where the interplay between, among others, the SFDR, the Taxonomy Regulation and the CSRD/ESRS requires strategic preparedness and clear sustainability governance