Private AI infrastructure
AI that stays yours.
We build AI-assisted tools and data systems that deploy to your environment—so custody stays with you, access stays governed, and decisions stay explainable.
Deployed as a complete system — UI, integrations, and outputs shipped together—no loose parts.
Boundaries you can stand behind — Clear rules for data use, storage, and sharing—by design.
Deployed as a complete system — UI, integrations, and outputs shipped together—no loose parts.
Boundaries you can stand behind — Clear rules for data use, storage, and sharing—by design.
Private by default. Built to be used.
Private AI infrastructure
AI that stays yours.
We build AI-assisted tools and data systems that deploy to your environment—so custody stays with you, access stays governed, and decisions stay explainable.
Deployed as a complete system — UI, integrations, and outputs shipped together—no loose parts.
Boundaries you can stand behind — Clear rules for data use, storage, and sharing—by design.
Deployed as a complete system — UI, integrations, and outputs shipped together—no loose parts.
Boundaries you can stand behind — Clear rules for data use, storage, and sharing—by design.
Private by default. Built to be used.
Agriculture
Field reality to trusted records.
Capture what happened on the ground, then produce structured evidence designed for review—without slowing operators or leaking sensitive farm data.
Field-first capture — Fast entries, low friction, and workflows teams actually adopt.
Review-ready outputs — Logs, artifacts, and traceability organized to be verified.
Field-first capture — Fast entries, low friction, and workflows teams actually adopt.
Review-ready outputs — Logs, artifacts, and traceability organized to be verified.
Measured cleanly. Reviewed confidently.
Agriculture
Field reality to trusted records.
Capture what happened on the ground, then produce structured evidence designed for review—without slowing operators or leaking sensitive farm data.
Field-first capture — Fast entries, low friction, and workflows teams actually adopt.
Review-ready outputs — Logs, artifacts, and traceability organized to be verified.
Field-first capture — Fast entries, low friction, and workflows teams actually adopt.
Review-ready outputs — Logs, artifacts, and traceability organized to be verified.
Measured cleanly. Reviewed confidently.
Healthcare
Clinical support with real guardrails.
Bring AI into sensitive workflows with scoped access, careful handling, and outputs teams can defend—while keeping data where it belongs.
Operationally safe — Designed for real decisions and real teams—not demos.
Least-privilege access — Explicit permissions and audit paths that stay legible.
Operationally safe — Designed for real decisions and real teams—not demos.
Least-privilege access — Explicit permissions and audit paths that stay legible.
Useful assistance. Clear accountability.
Healthcare
Clinical support with real guardrails.
Bring AI into sensitive workflows with scoped access, careful handling, and outputs teams can defend—while keeping data where it belongs.
Operationally safe — Designed for real decisions and real teams—not demos.
Least-privilege access — Explicit permissions and audit paths that stay legible.
Operationally safe — Designed for real decisions and real teams—not demos.
Least-privilege access — Explicit permissions and audit paths that stay legible.
Useful assistance. Clear accountability.
Education
Institution-owned tools. Modern results.
Deploy assistants and internal systems under institutional control—so learning improves without turning students, staff, or research into a data product.
Custody stays local — Retention, access, and policy remain in the institution’s hands.
Built for the whole campus — Teaching, admin, services, operations, and research workflows.
Custody stays local — Retention, access, and policy remain in the institution’s hands.
Built for the whole campus — Teaching, admin, services, operations, and research workflows.
Better support. Better stewardship.
Education
Institution-owned tools. Modern results.
Deploy assistants and internal systems under institutional control—so learning improves without turning students, staff, or research into a data product.
Custody stays local — Retention, access, and policy remain in the institution’s hands.
Built for the whole campus — Teaching, admin, services, operations, and research workflows.
Custody stays local — Retention, access, and policy remain in the institution’s hands.
Built for the whole campus — Teaching, admin, services, operations, and research workflows.
Better support. Better stewardship.
Verification layer
Proof where it counts.
Strengthen auditability by anchoring key events and evidence—so you can prove what happened and when, without publishing sensitive content or raw data.
Tamper-evident anchors — Hash and timestamp critical proof points to deter drift.
Selective disclosure — Share only what’s required—keep everything else governed.
Tamper-evident anchors — Hash and timestamp critical proof points to deter drift.
Selective disclosure — Share only what’s required—keep everything else governed.
Integrity strengthened. Privacy preserved.
Verification layer
Proof where it counts.
Strengthen auditability by anchoring key events and evidence—so you can prove what happened and when, without publishing sensitive content or raw data.
Tamper-evident anchors — Hash and timestamp critical proof points to deter drift.
Selective disclosure — Share only what’s required—keep everything else governed.
Tamper-evident anchors — Hash and timestamp critical proof points to deter drift.
Selective disclosure — Share only what’s required—keep everything else governed.
Integrity strengthened. Privacy preserved.
The standard
Private by default. Clear by design.
Across sectors, the approach stays consistent: deploy inside your environment, define governance up front, and produce outcomes others can review with confidence.
Designed for adoption - Premium UX and pragmatic tooling built for daily use.
Control that lasts - Ownership, access, and boundaries that stay clear over time.
Control, clarity, custody—kept in your hands.
Bring one workflow. We’ll ship the first system.
We define scope, boundaries, and reviewable outputs—then deliver something your organization can run and govern. Pilot intake is being finalized; check back soon.
Start small. Keep custody. Scale with confidence.