About us
Why ExpansionPoint AI Exists
Most childcare markets don’t fail on demand.
They fail on how demand behaves.
What looks like a shortage on paper
can still underperform in reality.
We help you see how your market actually works — before you commit to it.
Founder
Jie (Jocelyn) Zhang
Jocelyn built ExpansionPoint AI after seeing too many operators make reasonable decisions — and still end up in the wrong market.
Her work focus on one question:
"when a market looks strong on paper,
why do some centers still struggle to fill?"
Before you make your next move
Get a clearer view of how your market is structured — and where the real risks sit.