Welcome to Kay Research
Achyut Joshi ·
meta
We’re building Kay — AI coworkers for insurance agencies. Along the way we’re learning a lot about how insurance actually works, and we figured we should share it.
This site is where we’ll publish engineering tips, industry research, and data that we think the insurance and AI communities will find useful.
What you’ll find here
- Engineering — How we build reliable AI systems: LLM orchestration across providers, browser automation for carrier portals, workflow engines, and agents that work in production
- Research — Data-driven analysis of the insurance industry, like our Top 100 Most Efficient Insurance Brokerages
- Lessons learned — What worked, what didn’t, and what we’d do differently
Why share this
The best teams learn in public. It sharpens our thinking, helps others avoid the same mistakes, and builds the kind of community we want to be part of.
If you’re working in insurance, AI, or both — follow along.