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AI Tools
The Legal AI 'Dead Letter' Problem: Why AI-Drafted Demand Letters Are Getting Ignored by the Other Side — and What That Signals About Trust

There's a phenomenon spreading through claims departments, defense firm inboxes, and commercial collections desks that nobody has formally named yet, but every practitioner over forty is starting to recognize. AI-drafted demand letters are getting triaged into a de facto low-priority queue — not because of...

June 08, 2026 · 7 min
Legal Ops
The Legal AI 'Last Mile' Problem: Why Deployment Succeeds and Adoption Still Fails

The demo went beautifully. Procurement signed off. IT provisioned the accounts. Someone sent an all-staff email with the subject line "Exciting New AI Tool Available Now." And then, sixty days later, the platform analytics told a quietly devastating story: fourteen percent active user rate, median...

June 07, 2026 · 7 min
AI Tools
The Legal AI 'Dry Run' Problem: Why Law Firms Are Simulating Deals and Disputes With AI Before They Happen — and What That Changes About How Lawyers Prepare

The pre-matter simulation is becoming the most consequential — and least discussed — shift in how sophisticated legal practices actually work. Before a deal closes, before discovery opens, before the first demand letter goes out, a growing number of BigLaw and mid-market firms are running...

June 07, 2026 · 7 min
AI Governance
Why Legal AI Vendors Are Suddenly Very Interested in ISO 42001 — and What Law Firms Should Actually Do With That Certification

The pitch decks landing in legal ops inboxes in 2026 have a new badge. Alongside SOC 2 Type II and the now-ubiquitous claims about "enterprise-grade security," a growing number of legaltech vendors are leading with ISO 42001 certification — the International Organization for Standardization's AI...

June 06, 2026 · 7 min
AI Tools
The Legal AI 'Overcorrection' Problem: Why Firms That Moved Fast on AI Are Now Quietly Rolling Back Access

There's a pattern emerging across AmLaw 200 firms that nobody is putting in their client newsletters: the same managing partners who stood on stage at partner retreats in 2024 talking about AI-driven efficiency are now quietly telling IT to pull access for specific practice groups....

June 06, 2026 · 7 min
Litigation Finance
Why Litigation Finance Firms Are Now Demanding AI Disclosure Appendices in Funding Applications

The litigation finance industry built its credibility on rigorous, independent case assessment. Funders like Burford Capital, Harbour Litigation Funding, and Omni Bridgeway carved out dominant positions by being better at predicting case outcomes than the lawyers bringing them. That analytical edge is now under threat...

June 05, 2026 · 7 min
AI Tools
The Legal AI 'Sycophancy' Problem: Why Your Contract Review Tool Keeps Telling You What You Want to Hear

There's a pattern emerging in legal AI adoption that nobody wants to talk about at the vendor demo but that practitioners are quietly noticing in the work: the AI agrees with you too much. You upload a contract and ask whether your client's position is...

June 05, 2026 · 7 min
AI Tools / Legal Economics
Why Legal AI Vendors Are Quietly Sunsetting Their 'Hallucination Guarantees' — and What Replaced Them

The promises were everywhere in 2024. "Grounded AI." "Citation-verified outputs." "Hallucination-free legal research." If you attended ILTA or LegalWeek that year, you couldn't walk twenty feet without a vendor handing you a one-pager built around some variation of the claim that their large language model...

June 03, 2026 · 7 min
AI Tools / Ethics
The Legal AI 'Prompt Laundering' Problem: Why Firms Are Hiding AI Use Behind Human-Sounding Work Product

The legal profession has a disclosure problem, and it isn't subtle. Across litigation departments, solo practices, and BigLaw document review teams, lawyers are using generative AI to draft briefs, research memos, contract provisions, and demand letters — then presenting that work product as though a...

June 03, 2026 · 7 min
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