FOR VPs OF ENROLLMENT & REGISTRARS

Stop Losing Transfer Students
to Slow Evaluations

Automate course equivalency mapping and credit transfer evaluation across any institution, any format — and respond to students in minutes, not weeks.

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THE CHALLENGE

The Pain Points You Know Too Well

Manual credit-by-credit evaluation taking 3–8 weeks per student

Inconsistent equivalency decisions across evaluators and semesters

Transfer students enrolling at faster-responding competitor institutions

Peak-season backlogs causing missed enrollment deadlines

No standardized process for international and non-traditional transcripts

Staff burnout from repetitive, high-stakes evaluation work

THE SOLUTION

How EnlitEDU Solves It

LioraAI reads transcripts from any institution in any format, automatically maps courses to your catalog using 1M+ course descriptions, and delivers evaluator-ready results in minutes. Your staff reviews, not re-does.

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LioraAI Articulate
90%Faster evaluations
99%Mapping accuracy
3×Transfer yield increase
$48KAnnual savings
HOW IT WORKS

Simple. Fast. Accurate.

1
Upload
Transcripts in any format — PDF, EDI, XML, scanned
2
AI Analyzes
99%+ accuracy extraction of courses, grades, credits
3
Auto-Map
Match to your catalog using 1M+ course descriptions
4
Approve
One-click human-in-the-loop review
5
Integrate
Push to your SIS — Banner, Slate, and more
KEY CAPABILITIES

Features Built for Your Workflow

Multi-format transcript ingestion (PDF, EDI, XML, scanned)
AI-powered course equivalency mapping
Configurable institutional transfer policies
Batch processing for peak enrollment periods
Real-time evaluation dashboard
Complete FERPA-compliant audit trail
IMPACT & ROI

Measurable Results

90%
Faster evaluations
99%
Mapping accuracy
3×
Transfer yield increase
$48K
Annual savings
INTEGRATIONS

Works With Your Existing Systems

Ellucian BannerEllucian ColleaguePeopleSoftWorkday StudentSlateJenzabarSalesforceSFTP Workflows
FAQ

Frequently
Asked
Questions

What registrars and transfer coordinators ask most before implementing automated transfer credit evaluation.

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What is LioraAI Articulate?
LioraAI Articulate is an AI-powered transfer credit articulation platform that automatically maps courses from any transcript format to your institution's catalog with 99% accuracy, reducing evaluation time by 90%. It handles PDF, EDI, XML, and scanned transcripts from any institution worldwide.
How does LioraAI Articulate handle courses with no direct equivalent?
LioraAI Articulate flags unmatched courses for human review and provides AI-suggested alternatives based on course descriptions, your institutional catalog, and your historical mapping decisions. Evaluators review the suggestion and approve, modify, or override it. The system learns from those decisions over time.
Can LioraAI Articulate process international transcripts?
Yes. LioraAI handles transcripts from institutions worldwide, including grading scale normalization, foreign language transcripts, and non-standard credit hour systems. It supports transcripts from over 130 countries.
How does LioraAI Articulate connect to Ellucian Banner?
LioraAI Articulate connects to Ellucian Banner via secure API (Banner 9 Ethos) for real-time bidirectional data flow, or SFTP file exchange for Banner 8. Approved transfer credit decisions push directly into Banner's transfer credit module — no manual re-entry. Most Banner integrations complete in 2–4 weeks.
Does LioraAI Articulate replace our articulation agreements?
No — it enforces them. LioraAI Articulate applies your existing institutional articulation policies automatically, ensuring they're applied consistently across every evaluation. You continue to own your articulation agreements; LioraAI makes sure they're used every time, by every evaluator.
How long until we see results after going live with LioraAI Articulate?
Most institutions see measurable time savings within the first week of deployment. Evaluation times typically drop by 90% or more once evaluators shift from research mode to review mode. Transfer yield improvements typically appear within one enrollment cycle.
Is LioraAI Articulate FERPA compliant?
Yes. LioraAI is SOC 2 Type II certified, encrypts all data in transit (TLS 1.3) and at rest (AES-256), maintains a complete audit trail for every decision, and never uses student data to train commercial AI models. A Data Processing Agreement is included with every contract.

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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