Interviews - Page 4 of 7

In recent years, more and more mental-health care startups have pinned their hopes on AI, promising “therapy without the therapist.” Yet thoughtless automation often backfires: clients receive shallow support, and in crises, AI therapy apps simply don’t cope. Algorithmic errors erode trust not only in digital therapy but in AI itself.

This conversation looks at a startup tackling a precise operational choke point: medication-adherence outreach in U.S. ambulatory care and pharmacy settings. Instead of promising to “fix the EMR,” Rivvi positions itself around the messy, human workflows that sit beside it – call lists, spreadsheets, payer feeds – and uses conversational AI to turn those inputs into structured, attributable actions.

A multi-pathology AI “copilot” that analyzes chest/abdomen CTs. It detects, segments, and packages results for over 20 acute pathologies in parallel targeting emergency department. We asked the founder of xAID, Kirill Lopatin, to walk us through the system’s core workflow.