Compliance-first AI that stays inside your business.
Our deployments are built for teams who cannot risk data leakage. We prioritize local infrastructure, offline capability, and governed access controls.
What privacy-first means
- Data never leaves your environment in production
- Models and vector stores run on local hardware
- Access logging and role-based controls
- Clear SOPs for staff usage and approvals
Data handling approach
On-prem ingestion
We ingest documents, database tables, and CRM exports directly into your private stack.
Offline-first workflows
Systems are designed to operate without external API dependencies for daily tasks.
Governed access
We help define which roles can access which data sets and track usage.
Local vs. cloud — the honest tradeoff
We deploy both, so we have no reason to sell you one. Here is what each side actually gives up.
Where the data goes
Local: Your files stay onsite; nothing is transmitted. Cloud: Every query leaves your network — acceptable for most data, disqualifying for some. This is the one that usually decides it.
Reliability and control
Local: Works offline, no vendor outage or terms change can touch it. Cloud: Depends on provider uptime and roadmap, but you never patch a driver at 4pm on a Friday.
Capability and cost
Local: Fixed cost, any open-source model, and cheaper at high volume. Cloud: Frontier-class quality with no capital expense, and usually cheaper below a few million queries a year.
Time to value
Local: Weeks of hardware and deployment work before the first real answer. Cloud: A working pilot in days. Starting on cloud and moving later is often the cheapest way to learn what you need.
Cloud demo disclosure
The demo chat on this site connects to a cloud LLM provider strictly for preview purposes. Do not enter sensitive, confidential, regulated, or client data into it — it is a public preview, not a governed deployment. Client cloud builds are a different thing entirely: scoped data handling, redaction, and audit logging agreed before anything ships.
Want a private demo?
Book a discovery call and we can arrange an onsite or private VPN demo with your actual workflow.