Legal & Professional Services
Law firms, accountancies and consultancies work with confidential client material every day. Private AI lets professionals use modern tools without risking privilege or client trust.
Why AI stalls in Legal & Professional Services
Client confidentiality and privilege are foundational. Many engagement letters and outside counsel guidelines restrict how client material may be processed, and firms must be able to show that AI tools respect those limits.
How we make it work
We deploy models within the firm's environment, integrated with the document management system and respecting matter-level ethical walls. Answers cite the documents they came from, and usage is logged per matter for billing and audit.
Where private AI pays off first
Contract review
Flag deviations from your playbook across agreements.
Research assistant
Search precedent and internal knowledge with citations.
Matter summaries
Summarize large document sets for review.
Proposal drafting
Draft from past engagements and firm templates.
Due diligence review
Extract key terms and risks across data-room documents.
Knowledge management
Find and reuse the firm's best prior work product.
Frameworks we design around
We don't certify you, but we build and document systems so your compliance team can map them to the rules you answer to. Every deployment ships with an evidence pack covering data flows, access control, logging, model change management and incident response.
How we typically start
Private & On-Prem LLM Deployment
Run open-weight models on your own servers or private cloud, with no data leaving your network.
Explore service →SVC-05Custom Model Fine-Tuning
Adapt open models to your language, documents and workflows with your own data.
Explore service →SVC-06AI Security & Compliance Audit
Assess model risk, data privacy and controls before regulators or customers ask.
Explore service →Common questions
Do you respect ethical walls?
Yes. Retrieval honours the same matter-level permissions as your DMS.
Which DMS do you support?
We integrate with common platforms such as iManage and NetDocuments, and with SharePoint.
Find out what private AI would cost you.
A 45-minute call with an engineer, not a sales script. You'll leave with a rough architecture, a cost range and the next three steps.