Voice AI for care-team workflows, CHW clinical tools, and member-facing care coordination. Field-led validation before build; patterns reused across the portfolio.
- Clinical voice assistant
- Care-operations platform
$3M pre-seed · a 2024 CHW-led care wedge
Healthcare AI · An AI incubation studio · 2023–2026
The product isn’t assistance. It’s the work that disappears.
Community health workers already document visits, coordinate referrals, and manage handoffs: on shift, on mobile, often offline. AI built to “assist” them usually means one more surface to maintain.
Across two incubations the through-line was the same: design for the workflow that exists, then decide what AI is allowed to do inside it. On a clinical voice assistant, field research redirected the product before significant build. On a care-operations platform, operator discovery split one platform brief into three distinct value propositions. In both cases, the harder work was product, not model.