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Service Workflows

Detailed walkthrough of the core service workflows HealthCopilot handles, with deterministic logic, governed AI augmentation, and real operational integration at every step.

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Authorization Inquiry and Status Tracking

Members and brokers can query any preauthorization, pending, approved, or denied, in natural language. The system retrieves live status directly from the connected system and communicates it in clear, actionable terms.

  • Live authorization status retrieved from source system, pending, approved, denied, expired
  • Authorized services, coverage scope, and validity period surfaced clearly
  • Authorization received timestamp recorded when the insurer system pushes a decision notification
  • If denied: clinical rationale and policy basis explained in plain language via the medical justification engine
  • If pending: estimated turnaround and escalation pathway communicated
  • Inline preauthorization request initiation available for new service needs
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Reimbursement Inquiry and Submission

HealthCopilot guides members through the full reimbursement lifecycle, from eligibility check to document submission, eliminating the most common friction points in the reimbursement journey.

  • Coverage and eligibility check for the specific service or procedure claimed
  • Applicable deductibles, coinsurance, and network tier surfaced before submission
  • Guided document checklist generated based on claim type and applicable policy rules
  • Document upload with OCR-based completeness check, gaps flagged before submission
  • Claim submitted to the review workflow with turnaround expectation communicated to the member
  • Status updates accessible through subsequent chat queries without re-entering details
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Policy and Benefit Explanation

Members often struggle to understand what their policy actually covers. HealthCopilot translates policy logic into clear, member-friendly explanations, always grounded in the actual policy data, never generated speculatively.

  • Member-facing coverage summaries for specific services, procedures, and conditions
  • Deductible balance, annual limit usage, and remaining benefit entitlement
  • Exclusion and limitation clarification in plain language
  • Network coverage status for specific providers or service types
  • AI formats the explanation, policy truth always comes from the source system
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Rejection and Denial Explanation, Medical Justification Engine

The medical justification engine is one of HealthCopilot's most differentiated capabilities. It translates opaque clinical rejection codes into plain-language explanations, combining the clinical rationale with the applicable policy clause and communicating both clearly to the member.

  • Rejection code retrieved from the claims or preauth system
  • Clinical rationale translated from medical terminology into member-friendly language
  • Applicable policy clause or exclusion surfaced alongside the clinical explanation
  • Appeal eligibility assessed based on the rejection type and policy rules
  • Escalation pathway surfaced immediately where an appeal or review is possible
  • All outputs deterministic, the AI formats the explanation, the source system provides the facts
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Provider Search with Network Intelligence

Members can search for healthcare providers in natural language and receive network-aware results that respect their specific policy's provider panel, with geographic context, specialty filtering, and service-level detail.

  • Natural-language query: specialty, service type, procedure, or provider name
  • Results filtered by member's policy network and geographic proximity
  • Interactive map with provider pins, rating, specialty, coverage status, and contact detail
  • Coverage check surfaced alongside each provider, in-network vs out-of-network cost implication
  • Inline preauthorization initiation for procedures that require prior approval
  • Provider quality signals from the post-encounter feedback loop fed back into search ranking
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Broker Service Support

Brokers operate in a dedicated interface with portfolio-level visibility and case management tools. The broker experience is entirely separate from the member experience, with a different data scope, different workflows, and different analytics.

  • Member inquiry handling from the broker's client portfolio
  • Case tracking across active and historical broker-submitted cases
  • Policy and claim reference with client-level filtering
  • Document submission and reference on behalf of client members
  • Reporting on service volumes and case outcomes at the portfolio level
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Escalation, Routing, and External Handoff

When a member's need exceeds self-service capacity, HealthCopilot routes the case to the right human resource, preserving all context so the receiving agent can act immediately without asking the member to repeat themselves.

  • Intelligent routing based on case type, member sentiment, and urgency signals
  • Full conversation transcript and member context packaged for the receiving agent
  • Agent workspace receives pre-filled case, no manual context re-entry required
  • Callback scheduling available, member receives confirmation and tracking reference
  • Outbound webhook fires on case creation, notifying connected downstream systems
  • Case status updates accessible to the member through subsequent chat queries
Post-Encounter Feedback and Provider Rating

Phase 3 of the conversation engine collects structured post-encounter feedback, provider ratings, service satisfaction, and care experience signals, directly through the chat interface, feeding into the provider intelligence and continuous improvement loops.

  • Post-encounter check-in triggered after a recent care visit is detected in the member's encounter data
  • Structured provider rating collection: quality, communication, facility, and waiting experience
  • Service satisfaction captured for the insurance service interaction itself
  • Ratings feed into provider search ranking and the operations analytics dashboard
  • Negative signals trigger escalation or follow-up case creation where appropriate