### Why open source models are the way forward for insurers

### The autonomy decision: where underwriters judge and where agents execute

### Why speed without intelligence accelerates losses in a soft market

### Should insurers train their own LLMs?

### Top 10 prompts to try with hx's Actuarial Agent

### Why fragmented intelligence is commercial underwriting's defining problem

### Developer Spotlight: Ellen Savoye, Lead Pricing Developer at Markel

### The Chief Pricing Actuary of the future

### Where AI is actually working in underwriting (and where it's still theatre)

### Augmented underwriting: Apollo's AI-human partnership

### MGA-carrier relationships: how alignment of interests drives profitable long-term partnerships

### Insurance underwriting teams: bridging analytics and intuition

### The Future of Insurance Underwriting: How AI Amplifies Judgment Without Replacing It

### hx vs. MEA Platform: Submission intake versus decision-ready underwriting

### Insurance Technology in 2026: How AI is Reshaping Vendor-Carrier Relationships for Insurance Organizations

### Why open source models are the way forward for insurers

### The autonomy decision: where underwriters judge and where agents execute

### Accelerate your journey   from submission to decision

\n\nBook a\n\ndemo](/content/company/contact/index.html)