University students celebrating graduation
LioraAI · Academic Record Intelligence

Never lose a student
to slow evaluations again.

LioraAI helps your enrollment team evaluate transcripts in minutes instead of weeks, so you respond faster, enroll more students, and never fall behind.

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✦ Trusted by Higher Education Leaders

What Institutional Leaders Are Saying

A live workflow, not a screenshot.

LioraAI Live Workflow
Processing
INGEST
EXTRACT
MAP
REVIEW
SYNC
📄PDF Transcript — State University
💾XML / EDI Record — Community College
📷Scanned Image — High School
Extracting courses, grades, GPA…
Processing 4 transcripts with 99.2% accuracy…
ORIGINAL
MAPPED TO
STATUS
ENG 101 (A)
ENGL 1010
✓ Matched
MATH 201 (B+)
MATH 2100
✓ Matched
ART 205 (B)
⚠ Review
ENG 101 → ENGL 1010 ✓ Approved
MATH 201 → MATH 2100 ✓ Approved
ART 205 → Flagged for review ⚠ Flagged
Successfully Synced to SIS
3 courses approved · 10 credits transferred
Banner Slate Workday
Step 1 of 5: Multi-format transcripts arriving
Trusted by enrollment teams across the U.S.
Alabama A&M University Bronx Community College Roane State Community College Johnson C. Smith University Emory University Miles College Alabama A&M University Bronx Community College Roane State Community College Johnson C. Smith University Emory University Miles College

Behind every transcript is a student.

Faster evaluations don't just help your team — they help students arrive, belong, and graduate on time.

Students Diverse students celebrating together
Where every application becomes a future.
Admissions Admissions team collaborating
Teams that move fast, together.
Graduation Students celebrating graduation
On time. Every time.
Registrar Registrar team working with documents
Hours saved. Lives changed.
Campus University campus building
Built for real campuses.

Four modules, one seamless system of record.

Built for the people who actually live inside Slate, Banner, and Workday — not the brochure version of higher ed.

Transfer student with advisor
LioraAI Articulate

"From Transfer Chaos to Instant Equivalency"

Credits Transferred
15 cr confirmed
Equivalency Match
4 of 4 mapped
LioraAI Articulate

From Transfer Chaos to Instant Equivalency

Automate transcript interpretation, course matching, and credit transfer decisions across institutions. Multi-format ingestion — PDF, EDI, XML, scanned paper — with articulation rules applied automatically.

PDF + EDI + XML Auto course mapping Articulation rules 0.04s avg parse
articulate · transcript_2026_03.pdf
BIOL 240 → BIO 201A−
MATH 251 → MTH 280B+
ENGL 102 → ENG 111A
CS 161 → CSCI 150A
✓ 4 articulations confirmed · 15 credits transferred
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Admissions counselors reviewing applications
LioraAI Assess

"From Diverse GPAs to Clear Admissions Insights"

Readiness Score
87 / 100
GPA Normalized
3.6 → 3.71
LioraAI Assess

From Diverse GPAs to Clear Admissions Insights

Standardize freshman applicant evaluation through AI-powered transcript analysis and readiness scoring. Move beyond GPA — every rubric, every accreditation context, every applicant treated fairly.

Outcome-based Accreditation aware Risk flagging Audit trail
assess · student_8821.eval
Quantitative readinessHIGH
Writing proficiencyHIGH
Major prerequisitesREVIEW
Accreditation matchPASS
✓ Recommended · 1 prereq to review
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Students exploring campus pathways
Student Mobility Intelligence

"Guiding Every Freshman Toward the Right Academic Path"

Transfer Yield
+24% this cycle
Pathways Mapped
412 students
Student Mobility Intelligence

Guiding Every Freshman Toward the Right Academic Path

Help incoming students explore academic pathways with AI-powered credential analysis and personalized recommendations. Surface transfer patterns, credit loss risk, and retention signals across your network.

Transfer pathways Credit-loss analysis Cohort retention Network view
mobility · fall_2026.report
Inbound from Roane State+24%
Avg. credits transferred42 cr
Credit-loss rate8%
Year-1 retention91%
✓ 3 partner schools · 412 students tracked
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Veteran transitioning into education
Prior Learning Assessment

"From Workforce Experience to Academic Recognition"

Credits Awarded
21 credits
Semester Saved
~1 semester
Prior Learning Assessment

From Workforce Experience to Academic Recognition

Evaluate military training, certifications, and portfolios against institutional competency frameworks with transparent AI scoring. Convert lived expertise into credit — fairly, consistently, and with full documentation.

CLEP / DSST Military JST Industry certs Portfolio review
pla · evidence_pkg_4421
JST · U.S. Navy IT-A9 cr
AWS Solutions Arch.3 cr
CLEP · College Algebra3 cr
Portfolio · Ops mgmt6 cr
✓ 21 credits awarded · ~1 semester saved
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Security & Compliance

Enterprise-Grade Security Your Institution Can Trust

Built from the ground up with compliance, privacy, and data protection at every layer.

FERPA Compliant

Full compliance with the Family Educational Rights and Privacy Act. Student data is protected at every step.

SOC 2 Type II

Independently audited controls for security, availability, and confidentiality of your data.

Built to Work With the Systems You Already Use

LioraAI integrates seamlessly with SIS, CRM, and secure institutional infrastructure — including Banner, Oracle, Jenzabar, Colleague, Workday Student, PeopleSoft, Slate, Salesforce, and SFTP workflows.

Plug into existing admissions, registrar, and student systems without disrupting institutional workflows.

SIS CRM Infrastructure
Core
SIS
Oracle
Oracle SIS
  • Student records sync
  • Course catalog mapping
  • Credit history transfer
Banner
Ellucian Banner
  • Transcript sync
  • Articulation workflows
  • Student records push
Jenzabar
Jenzabar SIS
  • SIS data sync
  • Enrollment feeds
  • Academic history
Colleague
Ellucian Colleague
  • Student records sync
  • Course management
  • Degree audit integration
Workday
Workday Student
  • Student information sync
  • Enrollment data feeds
  • Academic records transfer
PeopleSoft
Oracle PeopleSoft
  • Campus solutions
  • Student admin sync
  • Academic records push
CRM
Slate
Technolutions Slate
  • Applicant ingestion
  • Admissions sync
  • Evaluation routing
Salesforce
Salesforce CRM
  • Lead management
  • Enrollment pipeline
  • Student journey tracking
Infrastructure
FTP
SFTP
Secure SFTP
  • Batch file transfer
  • Scheduled sync
  • Transcript delivery
API
Secure APIs
REST / Webhooks
  • Real-time exchange
  • Webhook triggers
  • OAuth 2.0 auth
SYNC
Data Pipelines
Data Pipelines
  • Automated ETL
  • Scheduled sync
  • Transformation rules

To every enrollment team, registrar, and admissions counselor out there — we see you. We’ve sat in your offices. We’ve watched you triage stacks of transcripts while a student waits three weeks for an answer they needed three days ago.

That gap — between when a student asks for clarity and when your team can give it — is where futures get lost. LioraAI exists to close that gap. Not to replace your judgment, but to give it back the hours it deserves.

We’re building the tools we wish higher education had ten years ago, with the people who have lived inside the problem the longest. Thank you for trusting us to help.

Chaitanya Saripalli
Founder & CEO, EnlitEDU
GET STARTED TODAY

Let's build a more
efficient

future together.

Book a free demo with an EnlitEDU specialist and see how seamless data can transform your institution's enrollment outcomes.

< 10 minsAverage evaluation time
98%Faster transcript evaluation
99.8%Match accuracy rate
Students celebrating graduation
FAQ

Frequently
Asked
Questions

Everything enrollment leaders, registrars, and admissions directors commonly ask before their first demo.

Contact Support →
What is LioraAI and what does it do?
LioraAI is an AI-powered platform built specifically for higher education that automates transcript evaluation, transfer credit articulation, GPA standardization, and prior learning assessment. It processes transcripts in any format — PDF, EDI, XML, or scanned paper — and delivers evaluator-ready decisions in minutes instead of weeks.
How does LioraAI integrate with Ellucian Banner?
LioraAI integrates with Ellucian Banner via REST API (Banner 9 with Ethos) or SFTP file exchange (Banner 8). Decisions push directly into Banner's transfer credit module without manual re-entry. Most integrations complete in 2–4 weeks. LioraAI also integrates with Colleague, Workday Student, PeopleSoft, Jenzabar, Slate, and Salesforce.
Is LioraAI FERPA compliant?
Yes. LioraAI is fully FERPA compliant and SOC 2 Type II certified. All data is encrypted in transit (TLS 1.3) and at rest (AES-256). Student data is never used to train AI models, and every decision generates a complete, immutable audit trail accessible for accreditation review.
How long does transfer credit evaluation take with LioraAI?
LioraAI processes and maps a full transcript in under 60 seconds. Institutions using LioraAI typically reduce evaluation time by 90% or more — from 3–8 weeks manually to same-day turnaround. Roane State Community College went from several weeks to 2 days.
What types of institutions use LioraAI?
LioraAI is used by community colleges, four-year universities, HBCUs, and regional institutions across the United States. Current customers include Roane State Community College, Alabama A&M University, and Nashville State Community College.
How much does LioraAI cost?
LioraAI is priced based on institution size and evaluation volume. Contact EnlitEDU at info@enlitedu.com or book a free demo to receive a quote tailored to your institution's specific SIS, evaluation workflow, and use case.
Does LioraAI replace registrar or admissions staff?
No. LioraAI augments your team, not replaces it. The platform handles data extraction, course matching, and GPA normalization — the 70–80% of evaluation work that is repetitive data processing — while your staff reviews, approves, and handles decisions that require human judgment, appeals, and student communication.
What is the implementation timeline for LioraAI?
Most institutions are fully live within 2–4 weeks for SFTP-based integrations and 4–6 weeks for full API integrations with Banner or Workday. The timeline depends primarily on your IT team's availability and SIS configuration. Roane State completed their full Banner integration in 18 days.