AI you can put in front of patients.
A hallucinating chatbot is an incident anywhere else. In healthcare, it's a patient-safety event. Obsivara watches every AI workflow that touches patients or PHI — tracing every response, flagging PHI leaking into prompts, and keeping the audit trail your compliance team will eventually be asked for.
What healthcare teams are up against.
PHI is leaking into prompts
Clinical staff paste patient details into AI tools, and automated workflows pipe record fields straight into third-party model APIs. Every one of those calls is a potential HIPAA exposure you currently can't see, let alone inventory.
Patient-facing AI can't quietly degrade
A symptom-triage bot that starts giving subtly worse answers won't throw an error. Without response-level monitoring, the first sign of degradation is a patient complaint — or worse, an adverse event.
Auditors ask questions you can't answer
When compliance asks which AI systems touch PHI, which models they use, and who changed them last quarter, most health systems have no single answer. Discovery-by-spreadsheet doesn't survive an OCR inquiry.
Where Obsivara goes to work in healthcare.
Patient chatbot reliability monitoring
Track response quality, latency, and failure modes for patient-facing assistants — appointment scheduling, symptom triage, benefits questions — with alerting the moment behavior drifts.
PHI-in-prompt detection
Continuously scan AI workflow inputs for patient identifiers flowing to external model providers, and map exactly which workflows and credentials are involved in the exposure.
Clinical documentation AI oversight
Monitor ambient scribing and note-summarization workflows for accuracy drift, cost creep, and model changes — with a versioned record of every configuration change.
Prior-auth and claims automation health
Score the reliability of AI workflows automating prior authorization and claims processing, and predict failures before they silently stall revenue-cycle operations.
The features that matter most for healthcare.
HIPAA doesn't mention large language models — but the Security Rule's requirements for access controls, audit controls, and risk analysis absolutely apply to AI workflows that touch PHI. Obsivara maps every AI system to the data it accesses, records every change with attribution, and produces the documentation trail that supports your compliance posture. Note: Obsivara is not itself HIPAA-certified and does not execute a Business Associate Agreement on your behalf — consult your legal and compliance counsel to determine BAA obligations before processing PHI through any third-party tool.