A Houston electrophysiologist kept hearing the same awkward question from patients: had he seen what their implanted devices had seen? His answer became Octagos, a company built around the unglamorous art of making clinical data useful.

The biomedical engineer turned product-and-marketing chief has a plain test for clinical AI: help people see what matters, keep the clinician in charge, and earn trust one conversation at a time.