LLM-Ops for Digital Health
What LLM-Ops means for Digital Health organizations — and how we implement it at the architecture level.
LLM-Ops in Digital Health environments carries requirements that go beyond the framework's general provisions. The specific operations of Digital Health organizations — their data processing scale, their regulatory relationships, and their operational dependencies — create compliance obligations that engineering teams must address at the architecture level. Generic LLM-Ops compliance that ignores the Digital Health context will produce a system that passes audit by a framework-generalist but fails review by an industry-specialist examiner.
Our teams deploy in Digital Health environments with LLM-Ops compliance built into the architecture from the first design decision. The compliance controls are not a layer added to an existing system — they are implemented as first-class components that generate evidence continuously as the system operates. The result is a system that is compliant on deployment day, remains compliant as it evolves, and produces audit evidence without manual assembly.
LLM-Ops compliance documentation maintained as live system artifacts, not annual documentation projects
Access controls that satisfy LLM-Ops requirements for Digital Health data handling
Audit logging that generates evidence meeting LLM-Ops audit standards in Digital Health regulatory contexts
Incident response procedures aligned to LLM-Ops notification and reporting timelines
Third-party vendor compliance documentation satisfying LLM-Ops supply chain requirements
We implement LLM-Ops compliance for Digital Health clients by mapping the framework's requirements to the specific operational context of Digital Health organizations before writing application code. Controls are implemented through infrastructure-as-code, enforced automatically by ALICE at every commit, and documented through automated evidence generation pipelines. The result is a LLM-Ops-compliant Digital Health system delivered on a fixed-price timeline.
Ready to build LLM-Ops compliance into your Digital Health system?
We build compliance architecture for Digital Health organizations — LLM-Ops and the full Digital Health compliance landscape — from the first infrastructure decision. Fixed price. Production delivery. No discovery phase.