Case study

Northside Medical AI Assistant

Northside Medical Group has 12 clinics and was drowning in phone calls. Appointment scheduling, prescription refills, basic questions—all handled by humans who could have been doing higher-value work.

4 monthsHealthcareMarketing & Sales
Dark selected work dashboard visual

AI Handled

80%

Response Time

Instant

Higher CSAT

25%

Generated dark medical AI assistant product dashboard

The challenge

They'd tried off-the-shelf chatbots. Patients hated them. The bots couldn't handle anything beyond 'what are your hours?' and routing to a human took just as long as calling in the first place.

Our solution

Built a custom AI assistant using GPT-4, trained on their specific workflows and policies. But the key was the fallback logic—when the AI isn't confident, it escalates smoothly to staff instead of frustrating patients.

Results

Outcomes that changed the operating picture.

80% of inquiries handled by AI

Response time: instant vs. 15+ minute hold

Staff freed up for patient care

Patient satisfaction scores up 25%

Technology stack

Frontend

ReactTypeScript

Backend

PythonFastAPIPostgreSQL

Cloud

AWSLambdaDynamoDB

Other

OpenAI GPT-4TwilioSendGrid

Build the next one

Let's talk about the system your team needs next.

>_Start a project