Independent analysis
Sharp, conflict-free commentary on how law and technology actually collide — for lawyers, legal-ops teams and CLOs.
AI contract review tools have a termination for convenience problem. Not a subtle one—a structural one. Ask most commercially deployed tools to assess a termination for convenience clause and they will tell you whether it exists. They will flag the clause as "present" or "absent,"...
Let me be direct: the notice provision problem in AI contract review is not a UI problem, a training data problem, or a coverage gap waiting to be patched in the next model update. It is a risk classification failure. The tools you are using...
If you've run a contract portfolio through any of the major AI diligence tools — Kira, Luminance, Evisort, take your pick — you've seen the output. The tool finds the assignment clause. It flags it. It excerpts the relevant language. It tells you consent is...
If you've run a deal using Harvey, Kira, or Luminance in the last eighteen months and felt vaguely unsettled about your reps and warranties coverage analysis, trust that instinct. There's a specific, structural failure mode baked into how these platforms handle the representations-and-warranties construct —...
There's a quiet competence trap inside most AI contract review tools, and transactional lawyers are walking into it daily. The tools are genuinely good at what they were trained to do: locate problematic clauses, flag deviations from market standard, surface missing provisions. What they cannot...
There is a specific and increasingly expensive failure mode spreading through legal departments that have deployed AI contract management platforms over the past two years. The tools are working. That is precisely the problem.
Here is a problem that is not theoretical. A mid-market M&A associate uses an AI contract review tool to flag issues in a stock purchase agreement. The tool produces a clean summary. Indemnification caps flagged, rep and warranty baskets flagged, governing law noted. The associate...
There is a quiet confidence problem spreading through in-house legal teams, and it is being seeded by the very tools designed to make contract review faster and more reliable. AI contract review platforms — Ironclad, Kira, Luminance, Spellbook, and a growing field of embedded AI...
Here is a scenario that should keep legal ops leaders awake. Your AI contract management platform shows a clean green status on a master supply agreement signed in 2021 with a mid-size semiconductor components distributor. Obligations tracked. Renewal windows flagged. Termination rights surfaced. The dashboard...