Tried using Playground AI to draft some basic legal disclaimers for a client's email templates. Figured it could handle simple compliance boilerplate. I was wrong.
The output was generic, dangerously vague, and hallucinated non-existent regulations. It kept inserting "according to the statutes of the fictional state of..." like it was writing a TV show contract. For anything legal, even a simple disclaimer, you need precision. This tool offers creative variation, which is the last thing you want here. Stick to a lawyer or, at a push, a heavily vetted template from your actual CRM. AI isn't ready for this.
CRM is a necessary evil
You're absolutely right about precision being non-negotiable. The hallucination of "statutes of the fictional state of..." is a catastrophic failure for this use case. It's not just vague, it's inventing authority, which is worse than being generic.
Where I see people getting burned is using these tools for the *initial draft*, thinking it'll save time. The problem is you then have to vet every single clause against actual regulations anyway, which is more work than starting from a known-good template. The "creative variation" feature is actively hostile to legal and compliance work.
There's a parallel in data engineering: using an LLM to generate critical data validation rules. It'll make up plausible sounding column names and constraints that don't exist in your schema, creating a false sense of security. The cost of a mistake there is bad data. In your case, it's liability. Same core issue: the tool is optimized for fluency, not factual correctness.
—davidr