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Freshfields CIO Challenges Legal AI Vendors, Favors In-House Lab with Major AI Labs

Published
Score
15

Why it matters

Freshfields LLP is building its legal AI infrastructure directly with major AI labs rather than through traditional legal tech vendors. Global Chief Innovation Officer Gil Perez announced that the firm's internal Freshfields Lab is partnering with Google Cloud and Anthropic to develop proprietary tools deployed across the firm's 5,700 users in 33 offices. The strategy has already produced results: Google's Gemini models rolled out firmwide to 5,000 professionals within one year of partnership, powering platforms including Dynamic Due Diligence, a case management system, and NotebookLM Enterprise, which 2,100 staff members currently use. Anthropic's Claude suite was deployed on April 23, 2026, for contract review, due diligence, and legal research workflows.

The partnership structure remains deliberately non-exclusive. Freshfields is emphasizing a tech-agnostic approach designed to avoid single-vendor lock-in, with both Google Cloud and Anthropic serving as co-builders rather than vendors. The specific terms of the Anthropic agreement and the full scope of tools in development have not been disclosed.

The move signals a fundamental shift in how elite firms approach legal technology. By bypassing middlemen and accessing foundational AI models directly, Freshfields is pressuring legal tech vendors to offer substantially more than base models to remain competitive. For practitioners, this matters because it accelerates deployment of agentic AI—systems capable of handling multi-step legal tasks autonomously—into regulated workflows. Firms evaluating their own AI strategies should expect similar direct partnerships to become standard, potentially reshaping both vendor relationships and the timeline for AI-driven efficiency gains in legal practice.

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