Skip to main content

Carrier Technology

The carrier connection platform

Insurance carriers spend months onboarding to each benefits administration platform, building custom EDI companion guides, and managing brittle file-based integrations. Ben AI replaces this entire workflow with an AI-powered connectivity platform that gets carriers live in days.

This page explains the technical architecture, data exchange methods, security model, and tier options for the carrier connectivity program.

Request Carrier AccessFor Carriers

Carrier connections

Meridian Health · Group medical

3 active

  • EDI 834 · SFTP

    Daily 02:00 ET · full file

    Live

  • Real-time API

    Webhooks · enrollment events

    Live

  • 999 acknowledgments

    Last batch: 247 accepted · 0 rejected

    Clean

Sample data

Enrolled lives

12,847

Plan win rate

34%

Rejection rate

1.2%

The problem

Carrier connectivity is stuck in the 1990s

Today, when a carrier wants to connect to a benefits platform, they face a multi-month process: build a custom EDI companion guide, negotiate data mapping with the platform's IT team, set up SFTP credentials, run weeks of testing, and repeat for every platform they want to support.

A carrier connecting to just 10 platforms can easily spend $1.5M+ and 12-18 months on integration work. And those connections are fragile: schema changes, companion guide updates, and platform migrations break things constantly.

2–3 mo

Average time to onboard to a single platform

$150K+

Cost per carrier-platform integration

5–8%

Industry average EDI rejection rate

3–5 days

Average time to resolve an EDI error

Platform architecture

How AI replaces manual EDI setup

The carrier platform sits between carriers and the enrollment experience. Carriers upload their plan designs, Ben structures the data, and their plans are distributed through AI-powered decision support to brokers, employers, and employees.

Carrier · EDI · data Ben, the assistant Brokers · transport Employers Employees

AI extraction pipeline

From PDF to structured plan data in under a minute

The same AI that powers employee decision support also reads carrier plan documents. Here is how a plan design goes from a PDF on a carrier's desktop to a live, enrollable plan on the platform.

SBC Rate sheet Formulary Network file
  1. 01

    Document ingestion

    Carrier uploads SBCs, rate sheets, network files, and formularies in any format (PDF, Excel, CSV, XML).

    Multi-format parser handles scanned PDFs, digitally-generated PDFs, spreadsheets, and structured data files.

  2. 02

    AI extraction

    Ben reads each document and extracts structured plan data with field-level confidence scores.

    Every extracted field carries a confidence score; anything under 85% is routed to human review.

  3. 03

    Schema mapping

    Extracted data is mapped to Ben AI's canonical plan schema, normalizing across carrier formats.

    Handles variations in how carriers describe the same benefit (e.g., 'PCP Office Visit' vs 'Primary Care Copay').

  4. 04

    Validation

    Automated checks for completeness, internal consistency, and regulatory compliance.

    Catches issues like OOP max below deductible, missing ACA-required fields, and rate tier mismatches.

  5. 05

    Carrier review

    Carrier reviews extracted data in a clean interface. Approve, edit, or flag fields for correction.

    Side-by-side view: original document on the left, extracted data on the right. One-click approval.

Data exchange

EDI 834, real-time API, or both

Carriers choose how they want to receive enrollment data. We generate compliant 834 files for carriers on legacy systems and offer real-time API webhooks for carriers building modern infrastructure. No forced migration, no compromises.

Data exchange architecture

The carrier chooses their preferred method. Ben AI adapts.

EDI 834 batch

Configured per carrier at onboarding

We generate compliant 834 files and deliver them to your SFTP endpoint. Compatible with every major enrollment system.

Protocol: SFTPFrequency: Daily, weekly, or monthlyFormat: ASC X12 005010X220A1

Real-time API

Configured per carrier at onboarding

RESTful webhooks fire on enrollment events. You send back confirmations. Full lifecycle management in real time.

Protocol: REST / webhooksFrequency: Event-drivenFormat: JSON

Hybrid

Configured per carrier at onboarding

Use the API for real-time event notification and confirmation. Use 834 as the batch system of record for reconciliation.

Protocol: SFTP + RESTFrequency: Real-time + batch reconciliationFormat: 834 + JSON
834_MERIDIAN_20261104.ediX12 005010
ISA*00*          *00*          *ZZ*BENAI          *ZZ*MERIDIAN       *261104*0200*^*00501*000004127*0*P*:~
GS*BE*BENAI*MERIDIAN*20261104*0200*4127*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*ACME-2026-1104*20261104*0200****4~
INS*Y*18*021*28*A*E**FT~
REF*0F*000123456~
NM1*IL*1*MARTINEZ*JULIA****34*XXXXX1234~
HD*021**HLT*GOLDPPO500*ESP~
DTP*348*D8*20260101~
POST /webhooks/enrollment200 · 84 ms
{
  "event": "enrollment.created",
  "member_id": "000123456",
  "plan_code": "GOLDPPO500",
  "tier": "ESP",
  "effective": "2026-01-01",
  "signature": "sha256=9f3c…"
}

Market intelligence

Analytics carriers have never had access to

Because Ben AI powers the entire enrollment experience, including AI decision support, carriers get unprecedented visibility into how their plans perform in the market.

Plan win rate · Q1 2026

When your plan was on the menu, how often it was chosen

+6 pts vs. Q4
Gold PPO 500
38%
Silver PPO 1500
33%
Bronze HSA 3000
17%
Platinum PPO 250
12%

Why Gold PPO wins

  • Households with planned procedures pick it 2.4× more often.
  • Loses to Silver PPO for single, under-30 employees on premium.
  • Recommended by 61% of brokers who quote you.

Plan selection analytics

See exactly how often each plan is selected, by which demographic segments, and in which competitive contexts. Understand what drives an employee to choose your plan over a competitor's.

Competitive positioning

Anonymous, aggregated data on how your plans rank against competitors on price, network breadth, and benefit richness. Know where you win and where you lose.

Broker intelligence

Understand which brokers are recommending your plans and which are steering away. See the decision-support factors that influence broker and employee choices.

Predictive forecasting

Machine learning models project enrollment volume for upcoming open enrollment seasons based on current pipeline, group demographics, and market trends.

Security and compliance

Enterprise-grade security for sensitive health data

Carrier data and enrollment information are protected by the same security infrastructure that meets healthcare industry standards for PHI handling.

SOC 2 readiness in progress

Control framework being implemented; audit planned

Built to HIPAA standards · BAAs in progress

PHI encrypted at rest (AES-256) and in transit (TLS 1.3)

Carrier-grade reliability target

Automated failover and redundancy; SLAs negotiated per contract

Data residency

All data stored in US-based data centers with geographic redundancy

Audit trail

Complete audit log for every document, extraction, and enrollment transaction

SFTP / TLS security

SSH key authentication for SFTP. Mutual TLS available for API connections

Carrier tiers

Choose the tier that fits your distribution needs

Every tier includes core connectivity and EDI transmission. Zero risk to onboard. Talk to sales to find the tier that fits your distribution needs.

Starter

  • EDI 834 batch transmission
  • Basic plan listing in marketplace
  • Monthly enrollment analytics
  • Standard onboarding support
  • Email-based issue resolution
Contact Sales
Most popular

Growth

  • Everything in Starter, plus:
  • Real-time API connectivity
  • Enhanced plan listing with AI matching
  • Weekly analytics with market insights
  • Priority onboarding and support
  • Plan comparison positioning data
  • Broker relationship visibility
Request Access

Enterprise

  • Everything in Growth, plus:
  • Full bidirectional API suite
  • Real-time enrollment confirmations
  • Daily analytics with market intelligence
  • Dedicated carrier success manager
  • Custom integration support
  • Custom roadmap items based on carrier needs
  • White-labeled enrollment experience
Contact Sales

Custom pricing based on enrollment volume and integration scope. Contact us to discuss arrangements for any tier.

Get your plans in front of more employees

Ben AI is building the distribution channel that carriers have been waiting for: AI-powered enrollment that matches employees with the right plan based on their actual needs, not just the cheapest premium. Better outcomes for carriers, better outcomes for employees.

Request Carrier AccessFor Carriers
Platform technologyFor brokersFor employersAI billing reconciliation