Release & Deployment Roadmap
Track our engineering milestones as we progress toward public availability.
Private Engine Core (Alpha)
Deterministic citation graph verification, local vector embedding engine, and isolated memory container architecture.
Cohort Beta & API Preview
Onboarding 50 teams weekly for synthetic extraction testing, CLI tooling, and SDK preview distribution.
Global General Availability
Desktop apps for macOS/Linux, enterprise on-prem clustering, and production SOC-2 certified sandbox guarantees.
Engineered for reproducible discovery
A preview of the architecture powering our upcoming release.
Deterministic Verification Chains
Every synthesized summary links directly to grounded paragraph spans. No phantom references or unverifiable claims.
Sub-50ms In-Memory Vector Search
Vector indexes run on your local NVMe storage. Query across 50,000 pages of literature with zero network roundtrips.
Zero Data Retention Sandbox
Workspaces operate inside ephemeral memory isolation. Documents and embeddings are discarded immediately upon session termination.