How Syracuse University Uses Claude to Transform Learning for 30,000 Students

Syracuse University is a private research institution enrolling more than 22,000 students across more than 200 programs. Under Chief Digital Officer Jeff Rubin—who has taught at Syracuse for 30 years—the university set out not just to adopt AI, but to fundamentally rethink how its community teaches, learns, and works. Rubin’s position: AI is a life skill, and institutions that fail to equip students with it are doing them a disservice.

Like most universities, Syracuse relied on keyword-based class registration search that produced irrelevant results—searching “AI” would surface unrelated courses simply because those letters appeared. In the classroom, traditional lecture-and-assessment formats provided no way to reach every student where they were; a professor teaching 200 students could not individualize feedback. Staff handled planning-intensive work manually, spending hours on tasks that were ripe for automation.

Rubin’s team deployed Claude enterprise-wide to all 30,000 students, faculty, and staff, framing it as infrastructure equivalent to Microsoft Office. The university built Clementine, a class search system using Claude Opus 4.6 with custom MCPs to query millions of rows of enterprise course data in natural language—connecting each student’s history and career goals to specific course recommendations. Faculty redesigned assessments using Claude to deliver personalized, real-time feedback. IT staff piloted Claude Code for software development.

The classroom results were measurable. When Rubin redesigned a practice exam—replacing passive multiple-choice questions with typed definitions that Claude graded against actual lecture content—scores on the subsequent real exam jumped 12 points above any previous cohort’s average in that long-running course. Budget planning officers reported cutting hours-long tasks to minutes.

Syracuse is moving toward a consumption-based licensing model with Anthropic so the university can adopt any future Claude capability without renegotiating each time. Claude Code, already piloted with IT staff, is the community’s single most-requested tool. Rubin sees the trajectory clearly: just as Google and Wikipedia expanded what a student could know, AI expands what they can do—and Syracuse intends to be among the institutions that lead that shift.