Trust

Built to pass the review that reviews you.

VizLoop is bought by the most careful teams in the building. This page is written for your security review, your privacy office, and your procurement checklist.

Public inputs only. No patient data.

Monitoring runs on public FDA labels and AI answers to standardized prompts. Monitoring does not require patient records. Do not submit patient information or confidential material through the public forms.

Fictional products for every public demo

Public demos and this site render fictional products (Velmara, Tarquent) under a standing notice. Real drug names appear only inside client engagements.

Access-controlled product

The application sits behind Cloudflare Access. Access is authenticated. Workspace provisioning and access scope are agreed before customer use.

Dated audit artifacts

Every run retains its rendered HTML and PDF, keyed by ULID run IDs with UTC timestamps and the scored label version. Report hashes support integrity checks against the stored record. Retention and access terms are agreed for each engagement.

What VizLoop is not

VizLoop provides AI-answer monitoring, scoring, and reporting services only. VizLoop does not create or publish promotional content, does not influence or control AI model outputs, and does not provide legal, regulatory, or medical advice. Reports support, and do not replace, a client's own medical, legal, and regulatory review.

·Not a content or GEO agency: nothing is published or optimized
·Not a compliance determination: findings are inputs to your review
·Not an AI vendor relationship: no affiliation with the engines monitored
This statement appears in every footer and every report. It is regulatorily load-bearing, and it is deliberate.