Self-Hosting LLMs at a Law Firm: Infra and Data Governance Harder Than the Model

EducationalGroup7245 · reddit · 2026-11-02

A practitioner running LLMs on client files for a small law firm reports the model choice was easy (quantized 30B-70B on one GPU handles review, summarization, drafting), but data governance ate the weeks. Third-party APIs required contractual fit; they compared shared marketplaces, dedicated rentals, and ownership, ultimately buying a server hosted at a facility with firm-held root access, scoped API keys, time-limited read-only diagnostics, logged admin actions, and machine-signed work receipts. Data policy, access logging, and sign-offs took longer than the entire technical build.

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