Condition-specific coaching and care AI
Virta Health
Virta distinguishes optional patient-facing Viv conversations from background care algorithms. Members are offered a choice of Viv or a human coach. That choice does not establish the ability to refuse all AI processing or change the program’s objectives.
Published September 8, 2026 as an AI-assisted draft. The public report separates documented facts, agency judgments and unresolved questions.
Summary judgment · 54 out of 100 toward patient-directed
Human-led metabolic program with care-team algorithms and optional patient-facing Viv. These AI functions have different degrees of patient control.
Mixed, potentially agency-expanding
Virta distinguishes optional patient-facing Viv conversations from background care algorithms. Members are offered a choice of Viv or a human coach. That choice does not establish the ability to refuse all AI processing or change the program’s objectives.
Patient agency
How this tool changes agency
On-demand nonclinical guidance and human contact support practical decisions. Program-level clinical results are not evidence that AI explanations or flags are inspectable.
Current Viv availability, model-output correction and practical requests to restrict AI remain untested
Patient agency assessment
Who sets and changes the goal?
Choice between Viv and a coach is documented. That choice does not mean members can opt out of all background algorithms or change the program's clinical objectives.
What can the patient understand, question, or do?
On-demand nonclinical guidance and human contact support practical decisions. Program-level clinical results are not evidence that AI explanations or flags are inspectable.
Can the patient evaluate the conditions of use?
The new public notice provides substantive AI information missing from the seed. Formal records rights and limits on AI restriction are more informative than app-store deletion labels alone.
Text findings
Conditions of use
Published controls and their limits
The new public notice provides substantive AI information missing from the seed. Formal records rights and limits on AI restriction are more informative than app-store deletion labels alone.
What remains unknown?
Not tested or not established
Current Viv availability, model-output correction and practical requests to restrict AI remain untested
Who evaluated this?
AI-assisted public-source draft
Vendor statements describe published conditions, not independently verified behavior. No clinical, security, accessibility, or legal validation is claimed. Earlier evidence remains dated in the report and history.
Sources checked
- https://www.virtahealth.com/press/virta-health-announces-record-and-accelerating-growth
- https://www.virtahealth.com/privacypractice
Source-specific findings and retrieval limitations are recorded in the full report.
Review provenance
Criteria
CAIHL-derived HugoScore framework and September 7 qualitative review priorities. Draft v1.2 numerical anchors remain unadopted.
Reviewer
AI-assisted public-source reassessment prepared in OpenAI Codex.
AI / model
OpenAI Codex / GPT-6
Human review
Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.
Review date
2026-09-08
Limitations
Current Viv availability, model-output correction and practical requests to restrict AI remain untested No live product use, patient-data upload, account creation, code audit, clinical evaluation, or independent implementation validation.
Review method
Focused public-source reassessment using CAIHL: patient authority, critical capacity, and informed control. Existing evidence plus one focused primary-source pass and at most one targeted follow-up. No live product testing. Numerical scores remain provisional editorial placements, not a new calculation.
AI-assisted draft · Moderate for documented functions and policy (AI-assisted draft)