Getting a Law Firm Ready for AI: Where the Real Risk Hides

Law firms have as much to gain from AI as anyone — faster drafting, instant search across matters, quick summaries of long documents. But they also carry a specific risk most industries don't: privileged, confidential client information, where a leak isn't just embarrassing — it's an ethical and legal problem.

The oversharing problem is sharper in legal

An AI assistant inherits whatever access the user already has. In a firm, that means if matter permissions have drifted — if someone can technically open files from a matter they're not staffed on — the AI can surface that content instantly. Between clients, that's not a productivity glitch. It's a confidentiality breach waiting to happen.

What to check before you switch AI on

• Matter-level permissions: can people only reach the matters they're actually working on? Ethical walls have to be real, not assumed.
• Client confidentiality boundaries: is sensitive client data labeled and protected, so the AI knows what's off-limits?
• Where the data lives: for the most sensitive work, is a private AI approach — where data never leaves the firm — the safer answer than a public service?