Cascade CEO Ana-Maria Constantin and OneOncology’s Justice West on what real AI adoption required, what worked, and what they’d do differently.
OneOncology doubled its workforce to 20,000 employees while HR headcount barely moved. This is the unfiltered conversation about how they did it, what broke, and where AI created real leverage for a lean team during rapid growth.
What you’ll hear
- How 99.3% of employee inquiries were resolved without a human response
- Benefits decision support across 200+ plan permutations during Open Enrollment
- Building employee trust on sensitive topics like pregnancy, fertility, and retirement
- Keeping pace with 2x workforce growth without adding HR headcount
We want to make Cascade AI the engine for all employee inquiries.”



