Blog
The Next Phase of Underwriting Technology Isn’t More AI- It’s Better Workflow Architecture
The insurance industry spent the last few years chasing AI. And honestly, it made sense. Underwriting teams have been operating under increasing pressure for years now. Submission volumes continue to grow, renewal cycles are becoming…
How to Evaluate an Underwriting Platform Before You Buy
Most underwriting platform evaluations begin the same way. The workflows look efficient. The dashboards feel modern. The automation appears sophisticated. But the real evaluation rarely begins during the demo. It begins after implementation…
When Your Quote Arrives on Day 9, the Broker Has Already Moved On
Here is what happens on the broker’s side after a stop-loss submission goes to market. Day 1: The census files go out to six, eight, maybe ten carriers simultaneously. The broker has a client meeting scheduled for day 7 or 8 to…
Why ‘Lots of Pilots, Limited Production’ Is the AI Problem Killing Underwriting ROI
A recent industry report on AI adoption in insurance landed on a sentence that should be pinned to the wall of every technology team in the sector: ‘The pattern is consistent across carriers. Lots of pilots, limited production, minimal P&L…
The $25,000 Member Problem: How GLP-1 Coverage Is Reshaping Specific Deductible Calculations
Specific deductibles exist to protect self-funded employers from catastrophic individual claims. The actuarial logic is straightforward: most members have predictable costs; a few outliers generate extreme claims; specific stop-loss…
GLP-1 Drugs and Stop-Loss Pricing: What Every Underwriter Needs to Know in 2026
Twelve percent of Americans have now used a GLP-1 drug for weight loss. In 2024, that number was closer to five percent. The velocity of adoption is not slowing down. For stop-loss underwriters, this isn’t a trend to watch. It’s a live…
Underwriting Is No Longer Back Office — It’s Your Competitive Advantage
For decades, the underwriting department in fully insured group medical was tucked away. It was viewed as a technical necessity—a “gatekeeper” function that lived in the quiet corners of the home office. Necessary? Yes. Strategic? Rarely…
The Erosion of Competitive Advantage in Group Medical Underwriting
Competitive advantage in insurance doesn’t disappear in a single catastrophic quarter. It erodes gradually—then all at once. In the world of fully insured group medical, many legacy carriers still operate under the illusion that their “moat”…
What Is an Underwriting Automation Workbench for Fully Insured Group Medical?
An underwriting automation workbench is a centralized, AI-powered platform designed to unify the fragmented group health underwriting lifecycle. It replaces “the spreadsheet trap”—a reliance on manual data entry, disconnected rating…
Why 2026 Is the Year Excel-Driven Actuarial Pipelines Finally Hit Their Breaking Point
Actuarial workflows across regional carriers, MGUs, and TPAs rarely start as systems. They evolve. What begins as a clean, useful workbook becomes a template. That template grows into a version that handles exceptions,…