Founder and CEO: Shivum Telang
Faster provider discovery, richer referral decisions

MedMatch

A high-speed care matching workspace for finding nearby providers, comparing insurance and ratings, and letting a context-aware AI agent guide the next step.

<1s
Provider search latency
14
Referral fields automated
3+
Care networks supported
live-search.medmatch

Selected provider

Heritage Valley Medical Group

Ready

11 min

Drive

Likely

Coverage

Cached

Data

MedMatch Agent

This office is a strong match for cardiology if the patient prioritizes short drive time and Highmark-style coverage. Verify appointment availability by phone before final handoff.

Workflow

A search experience built like a command center.

Find the right site of care

Specialty, location, rating, insurance, and drive-time context stay visible while results update.

Open a provider profile

Known office data appears immediately, then distance and scraped details hydrate in the background.

Let the agent reason with context

The assistant reads the selected provider, visible options, local data, and referral workflow constraints.

Agent layer

The assistant knows what the user is looking at.

It can reason over selected providers, current filters, known offices, insurance lists, distance estimates, care center services, and the referral handoff.

User

Which cardiology office is best if they need Highmark and a short drive?

MedMatch AI

Start with Heritage Valley Medical Group. It is closest in the current list, has strong local context, and includes insurance data to compare against Highmark-style coverage. Call the office to verify final eligibility and appointment availability.

User

What should I do next?

MedMatch AI

Open the selected profile, confirm phone and accepted plans, then send the appointment request with preferred dates and visit type.

Data signals

Fast first answer. Better answer on click.

Open doctor search
Pittsburgh-area provider knowledge
Insurance-aware matching
Route timing on selection
Supabase-backed caching
Fallback local knowledge
Appointment handoff flow