Best SIS Integrations for Higher Education in 2025 — What Actually Works
Banner, Workday, Colleague, PeopleSoft, Jenzabar — what integrates cleanly with AI transcript tools. A practical guide from institutions that have done it.
Research, best practices, and perspectives on transcript evaluation, enrollment intelligence, and the future of higher education technology.
Banner, Workday, Colleague, PeopleSoft, Jenzabar — what integrates cleanly with AI transcript tools. A practical guide from institutions that have done it.
Every edtech vendor has 'AI' in their pitch deck. Here's a practical breakdown of what's actually delivering ROI in admissions — and where to stay skeptical.
Yield rates are down, competition is up, demographics aren't getting easier. Here's what enrollment leaders at growing institutions are doing differently.
80% of community college students intend to transfer. Fewer than 15% complete a bachelor's within six years. The gap is operational — and fixable.
HBCUs serve a disproportionate share of transfer students and adult learners. Here's what leading HBCU enrollment teams are doing to close the transfer gap.
Volume is up, headcount isn't, turnaround expectations keep rising. Here's an honest look at what registrar technology can — and can't — do in 2025.
Most transfer credit backlogs aren't a staffing problem. They're a process problem. Here's what's really slowing your evaluation team down.
Transfer student attrition isn't random. The patterns are consistent — and most have nothing to do with academics. Here's what the research says.
AI tools in admissions raise real FERPA questions. Most vendors don't give straight answers. Here are the seven specific questions to bring to any vendor.
Your applicants come from schools using 4.0, 5.0, 6.0, and 100-point scales. Most admissions teams handle this inconsistently — with equity consequences.
PLA can dramatically improve adult learner and veteran completion rates. But most institutions implement it in a way that defeats the purpose.
API vs SFTP, data mapping, timelines, security questions — a practical guide for Banner admins evaluating AI transcript tools.
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