Law Firms Need To Reassert Their AI Sovereignty, Here’s How
Law firms must reclaim AI sovereignty by building structured ontologies to keep proprietary knowledge, as vendors capture data through usage signals and vertical entrySummary
The article explains how frontier AI labs such as Anthropic, OpenAI, and Microsoft are turning law‑firm clients into sources of value, using usage data and workflow patterns to build specialized products like "Claude for Legal". Even with "Zero Data Retention" clauses, labs can still learn from prompts, outputs, and the way firms spend time, allowing them to create vertical offerings that compete directly with traditional legal services.
Draftwise proposes that firms regain control by constructing a structured ontology that models their own legal concepts and relationships. This ontology acts as an API, limiting the data sent to external models and keeping proprietary knowledge inside the firm. By owning the ontology and the data it captures, firms can swap vendors without losing their competitive edge, achieving true AI sovereignty.
(Source：Artificial Lawyer Legal Technology Blog)