UC27: Benefits Reconciliation & Carrier Billing

The Problem

Monthly carrier invoices must reconcile against actual enrollment. Discrepancies cause overpayment (paying for employees who already terminated) or coverage gaps (employee not billed, thinks they're covered). Carriers send billing files in EDI 834 format with enrollment snapshots. Manual reconciliation involves: importing billing file, comparing against HRIS enrollment, identifying add/term discrepancies, investigating root causes, and preparing adjustment requests. This takes 5 to 8 hours per month and is tedious/error-prone. Overpayments accumulate ($2,000 to $5,000 per month at large companies) and recovery is difficult.

What the Agent Does

Receives carrier billing files (EDI 834 format) from all carriers (medical, dental, vision, life insurance) on fixed schedule (monthly on carrier invoice date)
Imports HRIS enrollment snapshot (same date as billing file): extracts all active employees, current benefits elections, coverage effective dates
Compares carrier billing vs. HRIS enrollment: identifies employees on carrier invoice who terminated (should be removed), identifies active employees not on invoice (should be added), identifies plan changes not reflected on invoice
Investigates discrepancies: for each discrepancy, agent checks HRIS termination date, benefits election change date, and coverage effective date to determine root cause (lag in carrier data, HRIS data entry delay, plan change not processed by carrier)
Calculates financial impact: for over-billed employees (coverage continued after termination), calculates amount overcharged; for under-billed employees or plan changes, calculates underpayment
Generates carrier adjustment request letter: itemised list of billing discrepancies with supporting documentation (termination dates, plan change dates), requests credit or adjustment
Flags coverage gaps: identifies active employees who should be on carrier invoice but aren't; escalates to Benefits team to confirm coverage and investigate (coverage gap = liability for company)
Generates monthly reconciliation report: reconciling items, financial impacts (overpayment, underpayment), adjustment requests issued, results of prior month adjustments

Data Requirements

Data Sources:

Carrier billing files (EDI 834 format) , each carrier sends monthly invoice snapshot with employee names, IDs, plans, premium amounts
HRIS enrollment data (Workday, SuccessFactors) , employee roster, active/inactive status, benefits elections, coverage effective dates, termination dates
Carrier contact information , carrier name, billing contact, adjustment request email/portal
Premium rate tables , current monthly premium rates (should match invoice)

Data Classification:

Public: Premium rates (may be published in benefits plan documents)
Internal Structured: Employee enrollment, termination dates, plan elections
Internal Unstructured: HRIS enrollment policies, rate tables
Sensitive/Regulated: Employee personal information, enrollment data, billing information

Data Quality Requirements:

HRIS termination dates must be entered within 1 business day of termination
Benefits elections must be current in HRIS (plan changes reflected same day)
Carrier billing files must be received by fixed date each month
Premium rates must be current (typically updated annually, sometimes quarterly)

Integration Complexity: Low to Medium , Requires HRIS API integration (enrollment data export), EDI 834 file parsing (standard format, libraries available), and carrier data import. Reconciliation logic is straightforward (set comparison). Integration is 2 to 3 weeks.

Score Breakdown

Criterion	Weight	Score (1-5)	Weighted
Time Recaptured	15%	4	0.60
Error Reduction	10%	5	0.50
Cost Avoidance	10%	4	0.40
Strategic Leverage	5%	2	0.10
Data Availability	15%	5	0.75
Process Clarity	15%	5	0.75
Ease of Implementation	10%	4	0.40
Fallback Available	10%	5	0.50
Audience (Int/Ext)	10%	4	0.40
Composite	100%		3.95

Why It Scores Well

Benefits reconciliation is a pure batch process that catches billing errors and prevents financial leakage. The agent eliminates manual reconciliation (5 to 8 hours/month saved), identifies overpayments (recovers $2,000 to $5,000/month at scale), and ensures coverage accuracy. Process is repeatable and deterministic (billing file vs. enrollment = discrepancies). Data is available in HRIS and carrier files.

Regulatory Alignment

ACA employer mandate , Reconciliation ensures accurate reporting of who's covered under employer plan (important for ACA employer shared responsibility calculations)
HIPAA , Enrollment data handling must comply with HIPAA confidentiality rules; reconciliation should not expose unnecessary PII
Fiduciary duty , Ensuring accurate billing and preventing overpayments is part of plan fiduciary responsibility

Sprint Factory Fit

Sprint 2 (2 weeks) + 1 build sprint (2 weeks)

Scores 3.95. Good use case: (1) eliminates manual reconciliation (5 to 8 hours/month saved × 12 = 60 to 96 hours/year), (2) identifies billing errors and overpayments ($2,000 to $5,000/month recovery potential), (3) process is clear and repeatable (set comparison is algorithmic), and (4) data is available in HRIS and carrier files. Integration is straightforward. Business impact is strong (cost avoidance, accuracy, operational efficiency).

Comparable Implementations

Workday: Benefits reconciliation and billing management , integrated enrollment vs. carrier billing reconciliation
Benefitfocus: Billing and reconciliation automation , carrier billing file processing and discrepancy detection
Sapphire Healthcare: Benefits billing reconciliation , automated billing vs. enrollment reconciliation

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