FOR VPs OF ENROLLMENT & STUDENT AFFAIRS

Know Where Your Students
Are Going — Before They Leave

Map transfer pathways, predict retention risk, and surface the institutional data you need to intervene early and keep students on track to graduation.

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THE CHALLENGE

The Pain Points You Know Too Well

Students losing credits when transferring — no visibility until it's too late

No standardized credential evaluation across systems

Outdated articulation agreements not reflecting real student needs

Students can't see which credits transfer before applying

Manual reverse transfer processes eating up staff time

Lack of student movement visibility for strategic planning

THE SOLUTION

How EnlitEDU Solves It

LioraAI creates portable, AI-verified academic records that follow students across institutions with real-time credit mapping — so your team can act before students disenroll, not after.

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Student Mobility Intelligence
40%Fewer lost credits
3×Faster decisions
95%Student satisfaction
60%Less admin overhead
HOW IT WORKS

Simple. Fast. Accurate.

1
Credential Scan
Full academic history captured and verified
2
Pathway Map
Optimal transfer routes identified in real time
3
Pre-Transfer
Students see credits before applying — no surprises
4
Transfer
Verified credentials move automatically into receiving SIS
KEY CAPABILITIES

Features Built for Your Workflow

Cross-institutional analysis and pathway mapping
Real-time articulation mapping across partner schools
Pre-transfer credit visibility for prospective students
Reverse transfer automation
Mobility analytics and enrollment trend reporting
Consortium and system-wide support
IMPACT & ROI

Measurable Results

40%
Fewer lost credits
3×
Faster decisions
95%
Student satisfaction
60%
Less admin overhead
INTEGRATIONS

Connects to Your Institutional Data

Ellucian BannerEllucian ColleaguePeopleSoftWorkday StudentSlateJenzabarSalesforce CRMSFTP Pipelines
FAQ

Frequently
Asked
Questions

Questions from enrollment strategists and VP-level leaders about transfer pathway analytics.

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What is Student Mobility Intelligence by LioraAI?
Student Mobility Intelligence is an AI analytics module that maps transfer pathways, predicts student attrition risk in real time, surfaces enrollment trend data from your SIS, and identifies which feeder schools and program pathways have the most unmet demand — giving enrollment leaders actionable weekly intelligence.
How does the retention risk score work in Student Mobility Intelligence?
The AI model analyzes academic performance, enrollment patterns, financial aid status, engagement signals, and historical transfer behavior to assign a weekly risk score per student. Advisors receive a prioritized outreach list each week, so they can intervene with the highest-risk students first.
How is Student Mobility Intelligence different from Banner reports?
Banner reports tell you what happened. Student Mobility Intelligence tells you what is likely to happen — and why. The predictive risk scoring, transfer pathway mapping, and feeder school performance analysis go well beyond what standard SIS reporting tools produce.
Can Student Mobility Intelligence identify new articulation agreement opportunities?
Yes. Mobility Intelligence surfaces which sending institutions generate your highest-quality transfer students and which program pathways have the most unmet demand — giving your leadership team data-driven targets for new articulation agreements before competitors sign them.
What SIS platforms does Student Mobility Intelligence connect to?
Mobility Intelligence connects to Ellucian Banner, Colleague, Workday Student, PeopleSoft, and Jenzabar via secure API or SFTP. No manual data exports required. Data is processed in real time, not nightly batch.
How long does it take to implement Student Mobility Intelligence?
Most implementations complete in 3–5 weeks, depending on SIS configuration and data availability. The system begins generating retention risk scores within the first week after integration, giving advisors actionable intelligence immediately.

Ready to See It In Action?

Book a free demo tailored to your institution's SIS, evaluation workflow, and use case. No generic walkthroughs.

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