We advise leading AI developers from early concept through deployment and ongoing operations. This work includes advising on training data procurement and licensing, retraining protocols, fairness and bias auditing, security measures, transparency and explainability requirements, human oversight frameworks, and related governance issues.

We help businesses launch AI-driven products and services with the legal, commercial, and regulatory support to move forward quickly and responsibly. Our work includes designing and negotiating customer contract suites tailored to AI-powered offerings, from enterprise SaaS tools to consumer-facing applications.

We support complex AI procurement and integration projects that require sophisticated technical and commercial understanding, as well as the judgment needed to manage risk without slowing value creation. When negotiating licenses with AI vendors, our experience on both the developer and user sides enables us to cite market standards with great effect, helping clients pursue cutting-edge solutions without undue exposure.

We provide practical guidance for navigating the increasingly complex international regulatory landscape. This includes assessing AI platforms under UK, U.S., and European laws and related frameworks, advising on algorithmic transparency and governance, and developing compliance programs aligned with evolving global standards, from the EU AI Act to sector-specific guidance and emerging codes of practice.

We deliver tailored risk assessments and strategic advice to enable organizations to manage AI-related risks effectively. We help clients implement responsible AI practices, design procurement and development guardrails, evaluate AI tools and features, and establish governance protocols that support both compliance and innovation — including enterprise risk frameworks for the latest generative and agentic AI offerings.

We advise on strategic investments involving AI-focused businesses. Our diligence includes analysis of open-source model use, training data provenance, AI governance and security, IP rights in proprietary model weights and architectures, key upstream and downstream commercial contracts, and regulatory readiness — issues that require legal insight and technical understanding, and that increasingly determine the success of AI-driven transactions.

Our deep bench of trial lawyers includes Proskauer colleagues with engineering and science degrees, Ph.D.s, and practical industry experience, giving clients a clear advantage in complex AI-related cases. Our experience spans the full spectrum of disputes, including patent, copyright, and trademark litigation; privacy, data, and cybersecurity matters; trade secret misappropriation; antitrust issues; and complex commercial and contractual disputes across major forums. We translate intricate technical and legal issues into clear, decisive action and winning results.