Independent analysis
Sharp, conflict-free commentary on how law and technology actually collide — for lawyers, legal-ops teams and CLOs.
Every transactional lawyer knows the feeling. You inherit a deal in draft seven of a purchase agreement. The AI-assisted negotiation platform your firm uses has faithfully tracked every change — a beautifully rendered cascade of insertions, deletions, and comment threads spanning months of back-and-forth. The...
There's a pattern that plays out in nearly every in-house legal team that has deployed an AI contract review platform: a junior associate uploads a deal, the tool returns forty-seven flagged items, and somewhere buried between "missing governing law clause" and "no limitation on consequential...
Every compliance AI vendor will tell you their platform ingests federal regulations, tracks agency guidance, monitors case law, and keeps your team ahead of enforcement trends. The pitch decks are polished. The demos are impressive. And if your company has never been in an enforcement...
There is a specific, repeatable failure mode sitting inside almost every AI contract review workflow currently deployed at major law firms, and the partnership is not talking about it. The tools are not broken in any obvious way. They produce clean summaries, flag missing representations,...
Picture this: your AI due diligence platform flags 47 UCC-1 financing statements against the target company. Your junior associates spend two days pulling and reviewing each one. Forty-one of them lapsed under UCC § 9-515's five-year termination rule years before your letter of intent was...
Force majeure used to be boring. A clause nobody read closely, negotiated hard, or worried much about — until COVID-19 turned it into one of the most litigated provisions in commercial law history. Courts in Palm Springs Mile Associates v. Kirkland's Stores and hundreds of...
The pitch is seductive: deploy an AI compliance tool, reduce your regulatory risk surface, sleep better at night. The reality in mid-2026 is considerably messier. A growing number of AI-powered compliance platforms are operating on training data and rule sets that lag actual agency guidance...
The pitch from every AI contract review vendor is essentially the same: faster review, fewer errors, consistent risk flagging. What they don't tell you is that the "consistency" baked into their models is overwhelmingly the consistency of Delaware corporate law, New York commercial practice, and...
AI contract review has gotten genuinely good at the hard parts. Tools built on large language models can now catch unfavorable indemnification carve-outs, flag missing limitation of liability caps, identify non-standard IP assignment language, and surface problematic termination triggers — often more consistently than an...