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Clinical Guidelines RAG Assistant for Hospital Network

RAG system surfaces clinical guidelines, drug interactions, and protocol answers for physicians.

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Healthcare14 WEEKSVERIFIED RESULTSHospital network

Clinical Guidelines RAG Assistant for Hospital Network

RAG system surfaces clinical guidelines, drug interactions, and protocol answers for physicians.

Founder note: this is written to be practical. We focus on what we learned in delivery, what changed for the team, and what results held up after rollout.

INDUSTRYHealthcare
CLIENT TYPEHospital network
TIMELINE14 weeks
DELIVERY SCOPEClinical guidelines, drug interactions, physician Q&A
domain

The Real Problem

1. Guideline search took 12+ minutes on average

2. Outdated PDFs caused inconsistent care pathways

3. Drug interaction checks required multiple systems

4. New residents lacked fast access to institutional knowledge

build

What We Actually Changed

Built a HIPAA-aware RAG assistant indexed on approved clinical content with citation-backed answers, drug interaction lookups, and audit logging.

TOOLS AND METHODS USED

PythonLangChainPineconeOpenAIHIPAA-compliant AWS
layers

Delivery Journey

PHASE 1

Content Audit

Guideline corpus, compliance review

PHASE 2

RAG Build

Retrieval pipeline, physician UI

PHASE 3

Rollout

Hospital-wide deployment, training

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What Improved

Clinicians get cited, trustworthy answers at the point of care. It respects compliance without slowing them down.

-83%
Search Time
91%
Adoption
Answers delivered in seconds with citations
Daily active use across departments
Improved adherence to updated guidelines
business_center

FOUNDER BRIEF

INDUSTRY
Healthcare
TIMELINE
14 weeks
CLIENT TYPE
Hospital network
terminal

DELIVERY STACK

PythonLangChainPineconeOpenAIHIPAA-compliant AWS

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