What stays on-device
- raw user text, images, audio, and sensor readings
- most inference requests and outputs
- local training batches and personal adaptation data
HIPAA-compliant AI starts with keeping the risky data path small.
Octomil is built for teams that want to move AI closer to the device, reduce centralized handling of sensitive content, and review a deployment path with routing, auditability, and access controls in place.
HIPAA-compliant AI is an operating model, not a slogan
What the control plane stores
- rollout assignments and device eligibility state
- telemetry for latency, health, and model quality
- audit logs, access events, and deployment history
Why that matters
Reducing centralized handling of sensitive data can shrink the surface area you need to justify during security, privacy, and procurement review.
How Octomil supports regulated deployment reviews
Routing and fallback controls
Define when requests stay local, when cloud fallback is allowed, and where additional review is needed for specific workloads or cohorts.
Audit and access controls
Use organization-scoped access, audit logs, and review-ready documentation to explain who can change deployments and what signals are stored centrally.
Security architecture support
Pair this commercial review page with the technical documentation in the security architecture guide for implementation detail and operational posture.
What buyers usually ask for next
Security architecture guide
Technical detail on identity, key management, device authentication, and production hardening.
Open technical guide →Trust and review posture
Review the broader trust center for disclosure process, operating posture, and team contacts.
Open trust center →Deployment economics
Use the AI inference cost calculator to model when on-device execution reduces both cost and centralized data exposure.
Estimate AI inference cost →We can walk through your architecture and review path.
Tell us about your device mix, routing requirements, and review constraints. We’ll help map what stays on-device, what reaches the control plane, and what needs a BAA or security review.