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Founder track record

AI-assisted Medicare qualification with structured human hand-off

Reported operational saving: approximately $1.2M per year.

An AI-assisted Medicare and ZIP-code qualification workflow with real-time decisioning, structured hand-off and operational reporting, credited with a reported saving of about $1.2M per year.

US Medicare advisory operations. Callers are qualified on eligibility and geography before reaching licensed humans, so agent time is spent only on qualified conversations.

Role: Qualification workflow and production engineering

Founder contribution delivered as part of professional work at BlandLabs.

Reported operational saving per year
$1.2MReported operational saving per yearFounder contribution at BlandLabs
Eligibility decisioning before callers reach licensed humans
Real timeEligibility decisioning before callers reach licensed humansFounder track record
Operational reporting and production monitoring
Every callOperational reporting and production monitoringFounder track record

The system

What was actually built

  • Medicare and ZIP-code eligibility qualification
  • Agent decision path with escalation to humans
  • Lead scoring and structured hand-off
  • Operational reporting on every call
  • Production monitoring

Product experience

From the delivered system

QualificationMedicare · ZIPeligibilityDecision pathreal-time intentdetectionLead scoringstructured hand-offHumansescalation · hand-offOperational reporting on every callproduction monitoring · analytics pipeline
Architecture recreation based on the delivered system

Technology

Verified stack

Only technologies confirmed in source code, project documentation or the live deployment are listed.

  • Voice AI qualification workflow
  • Real-time intent detection
  • Lead scoring and analytics pipeline

Delivery

Scope of responsibility

  • Qualification and decision path design
  • Reporting and monitoring

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