Takeaways

• The AI governance gap is widening as companies adopt AI faster than they can manage its ESG risks.
• Many firms claim to follow ethical AI principles, but lack clear action on environmental and social impacts.
• Investors now see AI governance as a material ESG risk, pushing companies to improve transparency and oversight.

The rapid rise of artificial intelligence is exposing a growing AI governance gap between corporate policy and real-world practice, and it is creating significant ESG risks for businesses and investors alike.

A new analysis by the Thomson Reuters Foundation through its AI Corporate Data Initiative (AICDI) examined 1,000 companies across 13 sectors. The findings show that while AI adoption is accelerating, governance frameworks are struggling to keep pace.

Nearly 48% of companies surveyed said they have AI strategies or guidelines in place. However, major transparency gaps remain around the environmental, social, and governance impacts of AI systems.

Ethical AI in Name, Not in Practice

Encouragingly, 71% of companies with an AI strategy reference principles such as “ethical,” “safe,” or “trustworthy” AI. But the data shows that these commitments often lack substance.

One of the biggest blind spots is environmental impact. A striking 97% of companies failed to consider the energy consumption or carbon footprint of their AI systems when making deployment decisions. As AI models become more complex, their energy demands are expected to increase, making green AI practices critical to long-term sustainability.

The social dimension presents similar concerns. More than two-thirds (68%) of companies with AI strategies did not fully assess the broader societal implications of their technologies. Without proper evaluation of impacts on communities, vulnerable populations, or democratic systems, companies risk reputational damage and legal challenges.

Read More: Enterprise Governance: The AI Path to Risk and ESG Integration

Governance structures also appear weak. While 76% of companies reported management-level oversight of AI, only 41% made their AI policies accessible to employees or required acknowledgment. This disconnect suggests that many AI governance frameworks remain theoretical rather than operational.

Regional and Sector Differences

The report highlights notable regional differences in AI transparency and oversight.

Companies in Europe, the Middle East, and Africa are generally ahead in publishing AI policies and setting up dedicated governance teams. This proactive approach is largely driven by the European Union’s upcoming AI Act, which is setting new regulatory standards.

In contrast, only 38% of companies in the Americas have published AI policies despite the United States being a global AI innovation hub. The data suggests that companies lagging in governance may face future competitive disadvantages.

Sectoral gaps are also evident. Financial services, communication services, and information technology firms are more likely to have responsible AI teams in place. Meanwhile, energy and materials companies lag, highlighting the need for cross-sector AI risk management standards.

Investor Pressure Is Rising

AI is increasingly seen as a mainstream enterprise risk. According to the Harvard Law School Forum on Corporate Governance, 72% of S&P 500 companies disclosed at least one material AI risk in 2025, up sharply from 12% in 2023.

This shift signals growing investor scrutiny. To meet evolving expectations, companies must conduct comprehensive AI audits, build robust and accessible AI governance frameworks, and proactively disclose oversight practices.

Adopting global standards such as those promoted by UNESCO can also help strengthen accountability and alignment with international best practices.

Also Read: Understanding AI Pollution: Environmental Impact and Sustainable Solutions

As AI continues to reshape industries, governance can no longer be an afterthought. Closing the AI governance gap is not only essential for mitigating ESG risks but also for building long-term trust and sustainable growth.

Follow more news and views via our Social & Governance and Featured Articles sections, and stay updated on the top ESG events to attend in 2026 for industry insights and networking.

If you're looking for suitable ESG and Sustainability providers to share customized solutions specific to your business needs, you can check out KnowESG's Solutions page.

If you are an ESG provider looking to get your organization listed on our portal, visit this page.

Source: Thomson Reuters