HIPAA-Regulated Workloads, Governed AI Operations
Healthcare workloads need two answers at once: where the data lives, and who touched it. Bring-your-own-account answers the first; the governance layer answers the second.
What HIPAA Asks of You
HIPAA holds you accountable for how protected health information is stored, accessed, and audited. Introducing AI operations raises the stakes: an unguarded agent near PHI is exactly the risk assessors probe for.
The platform's answer is structural. Customer infrastructure and managed stores use scoped credentials inside customer-controlled cloud accounts, where logs and backups remain. Nebinfra holds no standing root credentials, while shared management retains deployment metadata rather than workload content. Managed AI runs from your environment under your own contract with the model provider, or on local models you run with NebCore AI. Tenant administrators and repository owners authorize content only within that scope and any disclosed transfer mechanism.
How the Platform Answers
The same six always-on controls that govern the AI workforce produce the answers this framework asks for.
Workload content stays bounded
Bring-your-own-account keeps infrastructure execution, managed stores, logs, backups, and scoped credentials in customer-controlled cloud accounts. Shared management retains declared deployment metadata, while Managed AI runs from your environment under your own contract with the model provider, or on local models you run with NebCore AI.
INSPECTED CONTINUOUSLY
Access scoped to the job
Agents act under their own identities with access limited to the job at hand, never a shared login sitting near sensitive systems.
INSPECTED CONTINUOUSLY
Risky actions stopped or escalated
Guardrails block dangerous changes outright, and consequential ones wait for a named human approval before they run.
INSPECTED CONTINUOUSLY
An audit trail assessors can read
Agent actions, guardrail decisions, and approvals write tamper-evident records mapped to HIPAA controls, exportable alongside the rest of the compliance evidence set.
INSPECTED CONTINUOUSLY
HIPAA evidence rides the same continuous pipeline as SOC 2 and ISO 27001 and exports as OSCAL. Your compliance obligations stay yours; the platform makes proving them an export instead of a project.
Two limits we state rather than bury. The audit path retries a failed write for about four minutes; if the storage behind it stays down longer than that, records are dropped and counted rather than blocking a sign-in or an emergency access grant, and the drop raises an alert. And content-level tamper evidence runs forward from the date a record is stamped, so anything archived before that is verified by where it is stored rather than re-checked against its contents after the fact.
Frequently Asked Questions
Auditor:Where does patient data go during managed AI processing?
NebCore AI:The platform runs in cloud accounts you control, so patient data, logs and backups stay in your environment and never reach Nebinfra servers. We help you put the HIPAA safeguards your compliance needs in place. That can mean contracting directly with Anthropic or OpenAI, or running your own local models on NebCore AI. AI traffic in your account is set up to match those requirements.
Auditor:Can AI agents be trusted near PHI?
NebCore AI:Trust is the wrong tool; controls are the right one. Agents operate with access scoped to the job at hand, guardrails check every action, high-impact changes need a named human approval, and the decisions land in the audit trail.
Auditor:Will you sign a BAA?
NebCore AI:Nebinfra provides HIPAA compliance services and runs the platform inside your own cloud accounts, so PHI stays in your environment. We'll work through your BAA and compliance requirements with you during onboarding. Book a demo to start.
Part of the full evidence set: NIST AI RMF · ISO 42001 · SOC 2 · How governance works
Bring HIPAA questions. Leave with evidence.
See the governance layer and its evidence exports on your own use case.