Healthtech · Digital Care · 50–200 · Asia-Pacific #b040_07

Context

We offer remote consultations delivered through partner hospitals, with machine learning that helps clinicians take histories and suggest likely conditions.

Industry

Healthtech · Digital Care

Size

50–200 employees

Region

Asia-Pacific

Tools budget

$1K–5K per month

Needs

LLM evaluation & testing. We need repeatable testing of our diagnostic assistance models so clinicians can trust the suggestions and we can show reasoning.

Today: in-house diagnosis ranking models reviewed by doctors through a care-team dashboard · Urgency: later

EHR data sync. Each partner hospital keeps records differently, so syncing consult notes back to their systems takes custom work every time.

Today: partner hospitals supply doctors while records stay in the consumer app and per-hospital systems · Urgency: later

Who decides

cto · founder led

Expects from suppliers

Clinician-readable evaluation reports on model outputs; Hospital system connectors with low setup effort; Explainability features suitable for medical review

Not a fit

Generic chatbot builders without clinical safeguards; Opaque models we cannot audit

Stack

cloud: AWS-class hyperscaler, LLM APIs in production, EHR system in place

Buying triggers

AI adoption push, new market or product launch