
Smart Panda Tools builds the intelligent infrastructure that higher education institutions rely on to modernize transcript evaluation without replacing their System of Record. Our Student Mobility Suite (Raptor, Equate, CourseAI, and Gateway) converts unstructured transcripts into verified, decision-ready data. We eliminate manual data entry, automate credit equivalency, and give prospective students transparent degree pathways, all while protecting the academic authority your institution has built. Our infrastructure is built for scale. Since 2018, we have processed over 5 million transcripts. Raptor recognizes transcript formats from over 34,000 high schools and universities, securely structuring over 125,000 transcripts every month to reduce evaluation times from 30 minutes to just 52 seconds. We are a team of higher education veterans, engineers, and enrollment operations experts. We have managed admissions offices, built enterprise IT systems, and sat in the Registrar's chair. We build infrastructure that speaks the operational language of the people who use it. Administrative friction should never obstruct the path to a great education. Empower Student Mobility with Smart Panda Tools.