
As foundation models continue to commoditize, sustainable differentiation is moving upward: into orchestration, workflow integration, proprietary data environments, governance, and contextual grounding. In legal, where defensibility matters more than novelty, those layers are not enhancements – they are the product. The model is increasingly the commodity, while the context and the harness are the moat.