AI ChatRoom

AI ChatRoom is DLA Piper’s video series for business leaders navigating the legal, regulatory and commercial implications of artificial intelligence. The new season examines how organizations can scale AI, strengthen governance, prepare for incidents, manage workforce and consumer risks, conduct transactions, respond to litigation and account for the national-security issues surrounding chips and compute. Drawing on perspectives from across DLA Piper’s Artificial Intelligence and Data Analytics practice and related disciplines, each conversation translates fast-moving developments into practical considerations for boards, legal teams, technology leaders and other decision-makers seeking to adopt AI responsibly and create business value.

Companies can move AI beyond experimentation by targeting repeatable business problems, defining measurable outcomes and building governance into deployment from the start. A compelling demonstration is not the same as a scalable solution: enterprise use requires reliable data access, clear permissions, accuracy and traceability controls, lifecycle support and accountability for outputs. Organizations may also benefit from separating safe experimentation from production environments so employees can innovate without lowering service or risk standards. In the AI Transformation episode of AI ChatRoom, DLA Piper leaders discuss lessons from scaling AI within a global organization and focusing investment where the technology can improve speed, consistency and value.

Organizations should base the build-or-buy decision on the use case, required scale, risk profile, data environment and ability to validate results, rather than on how well a tool performs in a demonstration. Commercial products may suit individual tasks where a trained user reviews each output. Higher-volume workflows involving sensitive data or large numbers of records may require stronger controls for access, accuracy, traceability, maintenance and auditability. Companies should also assess whether they can support the solution throughout its lifecycle and whether a shared platform could prevent disconnected point solutions. The AI Transformation episode explores how DLA Piper has evaluated commercial tools and developed enterprise capabilities for repeatable legal workflows.

Export controls and CFIUS review can shape who may invest in an AI business, where technology may be deployed and how a cross-border transaction should be structured. The analysis is increasingly tied to the full AI ecosystem, including chips, models, data centers and other enabling technologies, and government perceptions of national-security risk can change quickly. Companies and investors may therefore benefit from evaluating inbound investment, export-control and growth considerations together and early, when more structuring and mitigation options may still be available. In National Security, Chips, and AI, DLA Piper professionals discuss how policy and national-security considerations are becoming integral to board-level AI and investment strategy.