Insurance Eligibility & Enrollment Agent

AI agent automates Medicaid/Medicare eligibility determination and enrollment, verifying income, household data, and ACA criteria (e.g., 138% FPL in Maryland). Our solution integrates with State and Federal systems as needed

Challenges

  • Confusing Eligibility Rules: Medicaid rules are difficult to understand—income thresholds, FPL %, age brackets, pregnancy rules, disability criteria, etc.
  • Real-time Guidance Deprivation: Users don’t know which documents they need and how income should be calculated
  • High Dropout Rate: Applicant dropout rates are high as the process is complex and not engaging enough for them to continue
  • Manual Processing: Case workers spend a lot time navigating multiple systems to process applications
  • High Cost of Manual Reviews: Human workers must repeatedly interpret policy documents, resulting in delays and inconsistencies
  • Poor Scalability: Call centers and eligibility teams cannot automatically scale during peak enrollment periods

Our AI-Powered Solution

  • Instant, Accurate Eligibility Guidance: AI agent quickly determines whether a user may qualify by analyzing household size, age, income, pregnancy, and other criteria
  • Personalized Document Checklists: Based on eligibility category, the AI agent generates customized list of document needed for application
  • Better User Experience & Clear Human-Friendly Explanations: No long forms and no waiting in line for call center support: No complicated policy language
  • Automated, Reliable Policy Interpretation: RAG + semantic chunking ensures the system pulls the correct policy information, eliminating the possibility of interpretation inconsistencies
  • Easier Maintenance & Faster Policy Updates: Because policy PDFs are ingested and vectorized automatically, updating eligibility rules no longer requires extensive engineering work—new documents simply get uploaded
  • Scalable, High-Performance Architecture: LLM-powered workflows, vector search, and optimized pipelines reduce system load and allow the platform to scale during peak enrollment periods

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Contact Us
16701 Melford Blvd., Suite 400 Bowie, MD 20715
Contact Info: 1-240-661-3467
Mail: support@donanconsulting.com