Jun 02, 2026
AI Commercial Underwriting: How an MGA Scaled to 50K Accounts
The AI-Native Blueprint: How LightSpeed MLP Scaled to 50,000 Accounts With a Lean Underwriting Team
Discover how a self-funded MGA teamed up with IntellectAI to replace legacy bottlenecks
In commercial underwriting, traditional submission processes remain heavily burdened by manual data entry and slow turnaround times. Carrier applications frequently demand 400 or more data fields, exhausting brokers and causing markets to lose out on viable business.
A 25-year insurance veteran and attorney founded LightSpeed MLP to eliminate this friction between brokers and carriers. To maintain absolute strategic independence from private equity influence, Glavis self-funded the venture and partnered with IntellectAI to build an entirely new kind of technology stack.
The resulting platform acts as a headless, agentic AI operating layer that manages high-volume account processing with unprecedented efficiency.
Key Capabilities of the IntellectAI & LightSpeed Platform:
- Drastic Data Reduction: Advanced AI reviews submissions and integrates third-party data, shrinking required application fields from 400 down to just 55.
- Unrivaled Productivity: The automated system allows a highly optimized team to quote up to 50,000 accounts per year with a single underwriter.
- 10-Second Binding: Once a broker requests a bind order, both the binder and the invoice are automatically generated and delivered in just 10 seconds.
- Massive Quote Optionality:The platform delivers up to 28 different quote variations (adjusting limits and retentions) within 15 minutes, empowering seamless upselling.
- Balanced Automation: Rather than relying on rigid auto-declines for out-of-appetite risks, the system loops in human underwriters where context and professional judgement matters most.
Want to see how speed and intelligence coexist without the burden of legacy digital debt? Download the full case study to review the architecture and design principles of this partnership.