Local AI for law firms
Last updated
Local AI for law firms means running AI models on a server in the firm's own office, so client documents are processed on hardware the firm controls. A small firm can do this with a ready-made box such as Olares One.
Olares One → Private AI for law firms → Document Q&A · drafting · local models → Client data stays in the firm
What does it look like in a law office?
In a law office, a local AI setup is a chat screen in the browser backed by a server in the building. A lawyer attaches a document and asks a question. The server runs the model and answers, the document stays on that server, and no AI provider processes the request.
The models are open models that anyone can download and run. They are smaller than the largest cloud models, and their output needs the same checking as any AI output.
What do small firms use it for?
Small firms can use a local model for first-pass work: summaries of transcripts and document bundles, questions about a set of files, contract checks against a checklist and first drafts of routine letters. Each use produces a draft that a lawyer reviews before it goes anywhere.
Two guides go deeper: private document Q&A for lawyers and contract review with local AI.
How does local AI for law firms run on Olares One?
Olares One packages a local setup as a ready-made box, listed at 4,999 USD on Olares' shop. Olares Market lists Ollama and Open WebUI as one-click installs, each person has a separate account, and after a one-time activation it can work entirely offline, according to Olares' FAQ.
The GPU is an NVIDIA RTX 5090 Mobile with 24 GB of VRAM, backed by 96 GB of RAM. Olares says the box runs at 19 dB at idle and under 39 dB at full load in its own lab figures, so it can sit in an ordinary office.
Is it the right first step for a small firm?
In our view, yes, for a firm whose main AI work is summaries, drafts and questions about its own documents. A firm that mainly wants vendor-built legal research features would weigh cloud products more heavily. Either way, test on non-sensitive files before any client work.
- Activation needs internet, an Olares ID and the LarePass app.
- Olares Market needs internet, so install apps and models before going offline.
- By an approximate rule, 24 GB of VRAM fits models up to about 32B at 4-bit. Larger models run slower.
- It is one unit, so plan encrypted backups to a NAS or another location.
- Olares' FAQ says remote KVM is not supported, so repairs and restarts happen on site.
For hardware size, read what size AI server a law firm needs.
Questions & answers
Is local AI accurate enough for legal work?
It can help with summaries and drafts. Accuracy varies by model and task, and every output needs a lawyer's review. Test on non-sensitive documents first.
How much does local AI cost a small firm?
Olares One lists at 4,999 USD on Olares' shop with its software included. Olares says this works out to 27.7 USD per user per month if 5 users share it over 3 years.
Sources for this entry
- Olares One: maker's page (Maker-published)
- Olares One FAQ (Olares docs) (Company-published)
- Olares One product page (Company-published)
Continue this reading path
How the related websites connect
Cite this entry
Best Private AI for Lawyers. “Local AI for law firms.” Content reviewed 13 November 2026.
https://bestprivateaiforlawyers.com/local-ai-for-law-firms/