Estimation Agent

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Streamline and automate cost estimation with an AI-powered agent designed for accuracy, speed, and compliance. Generate accurate cost estimates in real time, reducing confusion and improving financial clarity before care is delivered.

Key Value Props:

  • Increase patient payment transparency
  • Reduce surprise billing issues
  • Free up the admissions and billing teams
Estimation Agent

Why This Agent Matters

Problem
  • Manual cost estimation is slow and inconsistent
  • Outdated data on payer contracts
  • Staff overwhelmed during patient intake
Impact
  • Patient dissatisfaction, billing disputes
  • Undercharges or overcharges
  • Delays and human errors
How This Agent Helps
  • Provides real-time, rule-based estimates
  • Connects directly to payer systems and fee schedules
  • Agent runs automatically after eligibility check

What the Agent Does

  • Collects service codes (CPT), insurance plan, and provider details
  • Calculates patient financial responsibility (co-pay, co-insurance, deductible, out-of-pocket max)
  • Integrates with payer APIs or internal rate cards
  • Displays or sends estimates to the staff or the patient portal
  • Log interactions for audit and dispute resolution

Example Workflow

Input:
CPT codes, patient insurance data
Agent Action:
Fetches plan details and applies rules
Integration:
Sends estimate to front desk and patient portal
Next Step:
Triggers optional pre-payment or patient communication

Systems and Standards Supported

  • EMR/EHR: Epic, eClinicalWorks, NextGen
  • RCM: Availity, Change Healthcare
  • Standards: CPT, HCPCS, HL7, FHIR, X12 835/837
  • APIs: Custom or payer-provided rate engines
  • Security: End-to-end PHI protection, audit logging

Deployment Options

  • API-first service triggered by eligibility completion
  • Embedded in scheduling or billing platforms
  • Event-driven (e.g., new appointment) or on-demand
  • Cloud or on-prem environments with observability built in

Benefits & Measurable Outcomes

↑ Estimate generation speed (from 3–5 days → instant)
↑ Upfront collections by 20–40%
↓ Patient billing disputes
↑ Patient satisfaction scores (transparency, trust)

Engagement Model

Start with high-volume services (e.g., imaging, lab, procedures)

Expand to all elective procedures

Deployment options:

  • Fully managed with our support
  • API integration with internal logic and rules
  • Custom payer mappings and override rules

Let’s deploy the Estimation Agent where your team needs it most.

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