An AI scheduling layer that brings primary-care no-show rates from 38% to under 10%. 12 clinics in conversation, 2 paying. Raising $2M seed.
Independent clinics — the 22,000 that don't belong to a hospital system — carry this loss alone. There's no tool built for them. Most use a part-time admin and a phone.
The combination of low-latency speech models, retrieval-augmented dialogue, and natural turn-taking made AI phone calls indistinguishable from human ones for routine scheduling. Two years ago this was a research demo; today it's a product layer.
Healthcare admin labor is 17% short and projected to widen through 2028. The 22K independent clinics can't compete with hospital systems on wages. Every clinic we've talked to has tried — and failed — to hire admin help.
Before 2020, primary-care clinics didn't buy software outside their EHR. The telehealth wave taught them that scheduling and EHR are separable. We're entering a market that now has a checking account for our category.
This is signal, not traction. Two paying pilots aren't a business. They are evidence the wedge works in production — and a credible launch point for the build that the seed funds.
Move from the pilot architecture (which works at 2 clinics) to a multi-tenant platform that supports 50+ clinics with per-population model tuning.
Go from inbound pilot conversations to a repeatable sales motion: 2 clinic-vertical AEs, content-led pipeline, partnerships with two practice-management associations.
Partner with an academic medical center to run a 6-clinic prospective study on no-show reduction and downstream care continuity. Submit to JAMIA Open by M18.
| Sundial | Zocdoc | Phreesia | Status quo (phone admin) | |
|---|---|---|---|---|
| Targets no-shows as primary KPI | Yes — core metric | No — booking volume | Partial — check-in flow | No — manual reminders |
| Voice-AI native | Yes — built on it | No | No | n/a |
| Built for independent clinics | Yes — primary buyer | Patient-facing marketplace | Hospital systems | n/a |
| Population-aware model | Yes — per-clinic | No | No | No |
| Price (typical 5-provider clinic) | $1,200/mo | $3,000+/mo | $4,000+/mo | $3,500/mo (part-time admin) |
Scheduling is the wedge. The same voice-AI infrastructure that handles confirmations will, in time, handle intake forms, billing follow-up, and care-gap outreach. We start where the pain is sharpest.