Speed Without Structure: What Legal AI Is Really Exposing
Artificial Lawyer
2mo · 8 min
AI is compressing drafting and research timelines fast — but this piece argues the real story is what that speed is revealing about weak process underneath.
AI is speeding up legal work in increasingly visible and practical ways. Drafting cycles are compressing. Legal research that once took hours now takes minutes. And, law firms and in-house teams are incrementally realising efficiency gains across an expanding range of practice areas that span the transactional and litigation divide.
Work is getting done faster. But speed alone does not equate to progress.
AI is exposing a challenge that law firms, particularly large and global firms, have grappled with for years: most of the work to drive matters and deals is still conducted across disconnected systems. These systems store documents, handle matter inception and track time, but none of them individually hold the full context of a matter (the facts, the law, economics, history, and client intent) in one place. To date, AI has merely served to expose this dislocation of systems rather than curing it. The generation of work-product may be accelerating, but the system around it is struggling to keep up.…
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