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PHI to a model is now a HIPAA, CIPA, and ERISA event.

Tokto records every prompt, every model summary, every ambient-listening capture, and every vendor data flow against the patient, the plan, the clinician, and the authorization, ready for OIG, CMS, the state DOI, and the appellate panel.

What keeps you up at night

A federal court orders the health plan to disclose source materials behind the AI tool used to manage post-acute care. The CISO has the model artifacts but no per-member trail. The same week, a state AG opens a CIPA inquiry on the ambient-listening clinical scribe and a HIPAA audit lands on the third-party vendor with the BAA nobody updated.

What you get with Tokto

How it works

Tokto sits between the plan's AI tools and the patient record. Utilization-management co-pilots, ambient clinical scribes, prior-authorization triage models, and vendor APIs all flow through the system of record. Each output is attributable to the member, the plan, the clinician, and the disclosure language active that day.

When the District of Minnesota orders algorithmic disclosure, when an ERISA appellate panel asks how a denial was clinically reviewed, when a state AG opens a CIPA wiretap inquiry, the record is the same record. The CISO is no longer a witness reconstructing facts under deposition pressure.

What goes wrong without it

In March 2026, a federal judge in the District of Minnesota ordered UnitedHealth to disclose internal documents and source materials behind nH Predict, the AI tool used to manage Medicare Advantage post-acute care claims. Plaintiffs in the related Estate of Lokken class action cite a 90 percent reversal rate on appealed denials, with only 0.2 percent of patients ever appealing. The Lokken class was certified in February 2025.

See how Tokto makes enterprise AI visible, governed, and accountable for Security & Technology in Healthcare.

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