Enterprise AI

As AI becomes embedded in enterprise operations, products, and value chains, how should companies govern it responsibly and credibly demonstrate that governance to third parties?

Identify key challenges

Promote best practices

Define meaningful disclosures

While development and design decisions shape the potential effects of AI systems, adoption and use decisions made by businesses and organizations ultimately define many real world impacts.

Effective corporate governance, transparency, and collaboration across the value chain are what turn AI’s potential into positive outcomes and keep harms in check. With effective governance measures in place, companies can build solutions that advance true benefits for people and society while gaining a competitive edge, growing brand trust, attracting top talent, and sustaining customer loyalty. PAI’s Enterprise AI program brings together a multistakeholder community to define responsible AI processes for businesses and organizations, and identify disclosures that will meaningfully inform third parties.

Our Enterprise AI Work

Many companies recognize that AI needs to be governed responsibly, but fewer have a rigorous approach for identifying AI-related risks within their operations, products, and broader value chain. PAI’s Corporate AI Risk Assessment Framework, currently open for public feedback, offers companies a structured way to assess AI-related risks, and to prioritize the actions most relevant for managing them. This aligns with PAI’s 2025 report, Responsibly Navigating the Enterprise AI Landscape, which found that many companies are motivated to adopt AI responsibly but often lack the necessary internal processes and tools.

Our Investor Disclosures Work

Investors increasingly want to understand how companies manage AI-related risks and opportunities, but there is little consistency in what companies disclose or how useful that information is. PAI’s AI Disclosure Recommendations help companies apply existing reporting standards to identify material AI-related information and publish disclosures that are useful for investors. Investors can also use the Corporate AI Risk Assessment Framework to better assess and engage with companies. This builds on PAI’s 2025 Landscape Analysis of AI reporting, which examined disclosures from 50 of the world’s largest companies and found significant gaps in quality and consistency.