Deployed agents
- already operate across 26 diverse domains
- primarily serve human end-users (92.5%), which enables close human-oversight
- operate with tightly bounded autonomy: 68% of systems execute fewer than ten steps and 46.7% with less than 5 model calls before requiring
human intervention

Investment recommendations? Easy to be convincing. Correct for the client is much much harder.

“A wealth management firm can use … to create an agent that synthesizes client holdings with relevant market data and compliance rules to generate personalized portfolio recommendations”

If any of that resonates, I’m glad you’re here.

I’m Kevin. I’ve spent my career at the intersection of engineering and investment management—as a tech leader, CFA charterholder, and full-stack engineer.

My goal is to share resources and perspectives that help other technology leaders build, adapt, and lead through change.