Offline contract review and redlining

A solo/small-firm lawyer reports running DeepSeek V4 Pro fully offline for contract clause extraction, redlining and first-pass review, keeping privileged client documents off third-party servers. The lawyer argues that data privacy for legal, medical and financial work outweighs raw benchmark quality, and that local models are now good enough for real first-pass drafting and review.

cdnsteve As a solo/small-firm lawyer, I run DeepSeek V4 Pro fully offline for contract clause extraction, redlining and first-pass review. Privileged client documents never touch a third-party server, which matters more than raw benchmark quality for this job. It's the use case that comes up most often when people ask why go local at all - privacy for legal, medical or financial work is non-negotiable, and local models are now good enough to do real first-pass drafting and review work.