Included in every plan
Carrier invoices are wrong more often than you think. Automated invoice-to-enrollment reconciliation flags member-count, termination and total variances; line-level audit is on the roadmap and every variance gets a carrier-ready dispute packet.
The Problem
Every month, HR teams and brokers receive carrier invoices packed with line items. Most assume those invoices are correct. They are not. Billing discrepancies are systemic — caused by enrollment lag, termination processing delays, rate table misapplication, and simple data entry errors at the carrier level.
The result: employers silently overpay by thousands every year. Without automated reconciliation, most errors go undetected for months — or forever.
0%
of carrier invoices contain errors
$0K
average annual overpayment per 500 employees
0+
hours per month spent manually auditing bills
0 mo
average time before errors are detected
How It Works
Upload your carrier invoice in any format — PDF, CSV, or EDI 820/834. The AI engine parses every line item, cross-references it against your live enrollment data, and flags discrepancies within seconds. No manual line-by-line comparison. No spreadsheets.
When variances are found, Ben shows the enrollment record behind each one — member count, termination date, invoice total. Line-level audit is on the roadmap; carrier-ready dispute packets are one click away today.
Drag and drop the monthly carrier invoice. Supports PDF, CSV, Excel, and EDI 820 formats. The AI auto-detects the format and carrier.
5 secEvery line item is extracted and matched against your current enrollment data — employee status, coverage tier, dependent count, effective dates, and rate tables.
30 secTerminated employees still billed, tier mismatches, rate variances from age-banding, duplicate charges, missing new hires, and COBRA billing errors — all flagged automatically.
InstantFor each variance, a carrier-ready dispute packet citing the enrollment record, the correct amount, and the specific discrepancy, with supporting documentation attached.
10 secTrack each flagged variance through resolution with a full audit trail for compliance. Dollars recovered are tracked per dispute. Sending packets to the carrier from inside Ben is on the roadmap.
OngoingLive reconciliation pipeline
Watch the AI process a carrier invoice in real time
Invoice uploaded
AI parsing line items
Cross-referencing enrollment
3 errors detected
Dispute letter generated
Carrier Invoice #INV-2026-0847
Blue Cross Blue Shield - March 2026
Reconciliation results
Try it
Bring one of your own carrier CSV exports, or run ours: eight members, one terminated employee still on the bill, one tier the carrier got wrong, one premium that drifted, one new hire the carrier missed.
Upload a carrier invoice
CSV with member id, name, plan, tier and premium — most carrier portals export one. We compare it against a synthetic eight-person roster.
Drop a CSV here, or click to choose
.csv or .tsv · up to 200 KB · nothing is stored
Demo data · synthetic roster · real engine
Results land here: what the carrier invoiced, what the roster supports, and every line that does not reconcile.
AI vs Traditional
Manual auditing is slow and catches only the obvious errors. Traditional rule-based tools charge extra and rely on rigid rule matching that misses edge cases. Ben's AI understands the full context of each employee's enrollment history, not just today's snapshot.
The result: higher detection rates, faster resolution, and zero additional cost — billing reconciliation is included with Ben AI at no extra charge.
| Feature | Manual Audit | Rule-Based Tools | Ben AI |
|---|---|---|---|
| Time per month | 8+ hours | 2-3 hours | Minutes |
| Error detection rate | ~60% | ~75% | 95%+ |
| Detection method | Eyeball audit | Rule-based | AI-powered |
| Approach | Reactive | Semi-automated | Proactive |
| Dispute letters | Manual drafting | Templates | Dispute packets generated |
| Additional cost | Staff time | Extra add-on fee | Built in — no extra cost |
| Recovery tracking | Spreadsheets | Basic dashboard | Full lifecycle tracking |
No extra charge. Ever.
Other platforms charge extra for billing reconciliation on top of their platform fee. With Ben AI, reconciliation is built in at no additional cost. That means every dollar recovered goes straight to your bottom line — not back to a vendor.
Error Types Detected
The AI is trained on patterns from thousands of carrier invoices across every major carrier. It knows what errors look like — and where carriers consistently get it wrong.
Employees who left the company but remain on the carrier invoice. The most common and costly billing error.
Employee billed at Family tier when coverage is Employee+Spouse, or vice versa. Tier errors average $400/month each.
Age-band rate changes, tobacco surcharges, or wellness credits not reflected. Small per-person but adds up fast across the group.
Same employee billed twice under slightly different names or SSN variants. Often caused by re-enrollment system errors.
Newly eligible employees not on the invoice despite completed enrollment. Catches coverage gaps before claims are denied.
Incorrect COBRA rates, missed termination dates, or administrative fees not applied. COBRA auditing is notoriously manual.
Return on Investment
For a 50-employee company, Ben AI's billing reconciliation recovers an average of $2,400/year in carrier overpayments. That is more than the entire platform cost. Every dollar recovered beyond that is pure savings.
Drag the slider to see the impact at your company size. The math is simple: carriers overbill, Ben catches it, you keep the money.
ROI calculator
See how much billing reconciliation saves your company
$346
per month
Billing reconciliation alone recovers $4,156/year for a 50-employee company
Built-in — no extra cost
Illustrative targets — not customer results
95%+
error detection rate
$250
avg recovered per employee per year
<60s
from upload to full reconciliation
Upload a sample invoice and watch the AI find errors in real time — the demo shows exactly how billing reconciliation works inside Ben AI.