Claudia Lin

Claudia Lin represents AI developers, compute providers, and the enterprises that depend on both in the transactions that build and commercialize AI systems. Her practice spans the model layer, the compute layer, and the transactions that connect them. She negotiates agreements for AI model development and commercialization alongside the compute, cloud, and data center arrangements that support them, and she uses that vantage point to help clients anticipate dependencies, align commercial commitments, and allocate risk across related deals.

Her infrastructure work includes compute procurement, GPU-as-a-service and managed compute arrangements, colocation agreements, and model hosting and deployment agreements with compute providers, data center operators, and hyperscale cloud platforms. She works closely with business and engineering teams to translate technical requirements into commitments on delivery, capacity, performance, availability, and operational responsibility. Her model-layer work includes data and content licensing for training and outputs, model commercialization, including models-as-a-service and marketplace listings, and customer and partner agreements for AI products, along with advice on retrieval-augmented generation (RAG), agentic systems, AI governance, and downstream use of model outputs. She regularly works with clients in regulated industries, including financial services and healthcare.

Claudia works directly with clients' legal, technical, and commercial teams to produce agreements that reflect how their businesses and technology actually operate. Because she works across the full AI stack, she helps clients weigh tradeoffs and catch issues that get missed when model and infrastructure agreements are negotiated in isolation.