AI agents that never leak your data.
Most AI tools route your privileged files and patient records through a big tech company's servers. We build and host custom AI agents on a private LLM that runs in your environment, so your data never leaves it. Built for the people who can't afford a leak: lawyers and doctors.
Your AI tool is a data leak with a chat box.
Every mainstream AI assistant works the same way: your prompt, and whatever privileged document or patient note you pasted into it, gets sent to a third-party model provider's servers. For a law firm that's a privilege and confidentiality problem. For a medical practice it's a HIPAA problem. "We don't train on your data" is not the same promise as "your data never left the building."
The privacy-forward answer isn't to avoid AI, it's to run the model where the data already lives. A private, self-hosted LLM gives you the productivity without the exposure: no shared API, no data leaving your environment, no big-data company in the middle.
A repeatable method, not a vibe.
Every engagement runs the same four beats. No mystery, no scope creep.
Scope the use case
We start from the real workflow, client intake, document review, legal research, ambient medical scribing, and define exactly what the agent does and what it's never allowed to touch.
Stand up a private LLM
An open-weight model (Llama, Mistral, and the like) self-hosted on-prem or in your private cloud, sized to your hardware and budget. The model and the data both stay yours.
Build the agent
We wire it into your systems, case management, EHR, document store, with guardrails, access controls, and audit logging so every action is scoped and traceable.
Host & maintain
We run it, patch it, and keep it private. Ongoing hosting and updates, with no surprise data egress and no quiet model swap that ships your data somewhere new.
Concrete deliverables.
- Private / self-hosted LLM setup (on-prem or private cloud)
- Custom AI agent (intake, drafting, research, scribing)
- Integration with your case-management or EHR systems
- Audit logging & role-based access controls
- Guardrails & prompt-safety review
- Ongoing private hosting & model updates
Things we get asked.
Direct answers to the questions that come up on the first call.
Do you send our data to OpenAI or ChatGPT?
No, that's the entire point. The model runs on a private, self-hosted LLM inside your environment, so prompts, documents, and records never leave your infrastructure for a third-party provider.
Is this HIPAA-compliant?
We architect for it: data stays in your environment, with audit logging, access controls, and encryption, and because the model is self-hosted there's no third-party model vendor to trust. We'll sign a BAA where one applies and build to your compliance team's requirements.
Which LLM do you use?
Open-weight models like Llama and Mistral, self-hosted and sized to your hardware and budget. You're not locked into one vendor's API, and nothing depends on a big-data company's terms of service.
We're a law firm, what can it actually do?
Client intake and triage, first-pass document review, legal research and summarization, and drafting against your own templates, all without sending privileged material to an outside model.
We're a medical practice, what can it do?
Ambient scribing and visit summaries, chart and intake summarization, and patient-message triage, running privately so PHI never leaves your systems.
Do you build it or just host it?
Both. We design and build the agent, stand up the private model, then host and maintain it, or hand it off to your team if you'd rather run it yourself.
Often bought together.
Martech Integrations
Connect your CRM, ad platforms and analytics so data flows.
View service MeasureTracking & Analytics
GA4, GTM and server-side events that finally reconcile.
View service BuildWebflow Development
Webflow development services from a senior team: full site builds, CMS architecture, and conversion tracking wired in from day one.
View serviceReady to scope it?
Tell us your roadmap, your stack, and the deadline that's making you nervous. We come back in 48 hours with a written plan and a fixed price.