Continuous validation: how we monitor drift in production

False-positive rate, anomaly lead time, CSAT — weekly. Anomalous drift triggers a review.

This article is part of the Automate Medical series on the science, methodology, and engineering behind continuous health intelligence. We're publishing the full post shortly. In the meantime, the excerpt above captures the core argument and the team behind it.

For early access, deeper technical detail, or to bring the Automate Medical team in for a conversation with your research, clinical, or engineering team, email hello@automate-medical.com or call (844) 8-AIMATE.