Carrier Technology
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.
The problem
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.
Platform architecture
The carrier platform sits between carriers and the enrollment experience. Carriers upload their plan designs, our AI structures the data, and their plans are distributed through AI-powered decision support to brokers and employees.
AI extraction pipeline
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.
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.
Large language model reads each document and extracts structured plan data with field-level confidence scores.
96%+ accuracy on standard SBC fields. Low-confidence fields flagged for carrier review.
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').
Automated validation checks for completeness, internal consistency, and regulatory compliance.
Catches issues like OOP max below deductible, missing ACA-required fields, and rate tier mismatches.
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
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.
We generate compliant 834 files and deliver them to your SFTP endpoint. Compatible with every major enrollment system.
RESTful webhooks fire on enrollment events. You send back confirmations. Full lifecycle management in real-time.
Use the API for real-time event notification and confirmation. Use 834 as the batch system of record for reconciliation.
Market intelligence
Because Ben AI powers the entire enrollment experience, including AI decision support, carriers get unprecedented visibility into how their plans perform in the market.
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.
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.
Understand which brokers are recommending your plans and which are steering away. See the decision-support factors that influence broker and employee choices.
Machine learning models project enrollment volume for upcoming open enrollment seasons based on current pipeline, group demographics, and market trends.
Security and compliance
Carrier data and enrollment information are protected by the same security infrastructure that meets healthcare industry standards for PHI handling.
Control framework being implemented; audit planned
PHI encrypted at rest (AES-256) and in transit (TLS 1.3)
Automated failover and redundancy; SLAs negotiated per contract
All data stored in US-based data centers with geographic redundancy
Complete audit log for every document, extraction, and enrollment transaction
SSH key authentication for SFTP. Mutual TLS available for API connections
Carrier Tiers
Every tier includes core connectivity and EDI transmission. Zero risk to onboard. Talk to sales to find the tier that fits your distribution needs.
Custom pricing based on enrollment volume and integration scope. Contact us to discuss arrangements for any tier.
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.