Agentic AI

IT Service Desk Bot

MassMutual

Production Agentic AI assistant deployed to 11,000 employees at MassMutual — reducing ticket inquiry time by 98%.

98% time saved
RAG · Azure OpenAI

Field Advisor Assistant

MassMutual

First production RAG AI assistant at MassMutual — now the daily tool for 13,000 field advisors.

13,000 users
Agentic AI

Life Service Center Chat

MassMutual

MassMutual's first Agentic AI chat for the Life Service Center, targeting $2M in operational expense reduction.

$2M target savings
ML · Classification

Advisor Success Model

MassMutual

Classification model driving $77K average monthly profitability lift across a year-long pilot in 7 firms.

$77K / mo lift
Optimization · Patented

Mixed Media Model

MassMutual

Non-linear constrained optimization allocating $13M+ in marketing spend. See Patents.

$13M+ optimized
Research · Published

COVID-19 Forecasting Hub

UMass Amherst · Reich Lab

Co-authored 5 publications on pandemic forecasting. The lead paper has 200+ citations and 19,000+ views.

200+ citations