Healthtech · Digital Care · 200–1000 · North America #b025_05

Context

We help independent therapists accept insurance by handling credentialing and payments, and we route patients to them through our marketplace.

Industry

Healthtech · Digital Care

Size

200–1000 employees

Region

North America

Tools budget

$5K–20K per month

Needs

Data pipelines & integration. Our foundational data systems need rebuilding so claims, appointments and provider activity land reliably for every downstream team.

Today: cloud warehouse and scheduled workflow tooling being rebuilt as a foundational data infrastructure layer · Urgency: now

LLM evaluation & testing. Before AI features touch patient messages, we must score clinical safety and quality against a consistent bar.

Today: a clinical product lead manually setting the safety and quality bar for generated notes · Urgency: now

Staffing & scheduling. Solo practitioners lose hours to intake and booking; we want automated scheduling that respects clinician availability rules.

Today: product design exploring an assistant for front-desk and scheduling work in provider practices · Urgency: now

Who decides

vp engineering · team trial

Expects from suppliers

Evaluation datasets reviewed by licensed clinicians; Scheduling engines that handle many independent calendars; Willingness to sign healthcare data agreements

Not a fit

Generic benchmarks with no clinical rubric; Scheduling tools built for a single large clinic

Stack

data warehouse: cloud, LLM APIs in production, cloud: AWS-class hyperscaler

Buying triggers

AI adoption push, rapid team growth