Autonomous service operations for a national provider network
Deployed grounded AI agents on HubSpot Service Hub to resolve patient inquiries while maintaining HIPAA-grade security controls.
Challenge
Patient service volume was growing faster than the provider network could hire and train staff, and every proposed automation stalled in compliance review because it couldn't prove where patient data went.
Approach
Built the agent directly against verified patient case data inside a HIPAA-aligned architecture, with every access path logged from day one.
Scoped the agent narrowly: appointment logistics and billing questions it could resolve alone, clinical questions it escalated immediately.
Ran a phased rollout by region so care teams could validate agent behavior before full deployment.
“The compliance team signed off because they could see exactly what the agent touched and why. That visibility is what made scale possible.”
Results
Manual case handling dropped 61% within the first two quarters.
Patients get answers on routine questions at any hour, without waiting for business hours.
Compliance approved expansion to two additional regions using the same audit trail.
manual case handling
patient inquiry coverage
HIPAA-aligned audit trail
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