Resources

Whitepapers

The technical references behind our products — written for CISOs, architects, compliance officers and procurement teams evaluating private, on-premise AI. Each paper describes capabilities that ship today, including where human review is required.

Technical evaluators, CISOs, architects

The Private AI Stack: A Local-First Architecture

How the full agentic stack runs on the user's machine — and why that's an architecture, not a setting.

Enterprise & government IT

Governing AI Without a Vendor Cloud

A fine-grained policy, SSO/SCIM, and audit plane that runs on your server, not ours.

Legal & legal operations

Private Legal AI: An On-Device Agent for Law

Privilege-safe contract review, case-law research, and drafting that never leaves the firm.

Clinicians & health IT

Private Clinical AI: Evidence-Grounded, On-Device

PHI-safe documentation and decision support tied to primary literature, with a groundedness gate.

Finance & accounting

Private Finance AI: Spreadsheets That Tie Out, On-Device

Validated model and report generation, and read-only data analysis, on data you'd never paste into the cloud.