We begin by working closely with your enrollment and financial aid teams to understand your institution’s goals, constraints, and market realities.

Our AI models evaluate students at the individual level, identifying patterns in behavior, price sensitivity, likelihood to enroll, and expected net-tuition impact.

We bring individual-level analysis that is transparent, interpretable, and usable at scale, something current modeling approaches struggle to support in practice.

The result is student-specific intelligence that makes individual-level optimization not just a promise, but an executable reality.