Case study · Healthcare

Insurance referrals: from hours of sorting to minutes.

A healthcare provider's staff hand-sorted hundreds of insurance referrals. We automated the whole process.

Hundreds
of referrals processed
Hours → minutes
processing time
HIPAA
compliant, EMR-connected

The problem

Every referral that came in had to be read, classified, and routed by a person. Insurance referrals don't arrive in a tidy format: they show up as faxes, PDFs, and portal exports, each one different. Staff spent hours every day just sorting, before any actual care coordination happened.

That's skilled people doing work a machine should do, and a queue that grows every time the practice grows.

What we built

We built an automated referral pipeline: incoming referrals get read, key details extracted, classified by type and urgency, and routed to the right queue, with a human reviewing the output instead of producing it.

The whole system is HIPAA compliant and connected to their EMR. Patient data stays protected end to end, and referrals land where care coordination actually happens, not in another inbox.

It runs inside the team's existing workflow. Nobody learned new software. The work just shows up sorted.

The result

What took hours every day now takes minutes. The team reviews and handles exceptions instead of sorting from scratch, and referral volume can grow without the sorting burden growing with it.

Find out what this looks like in your company.

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