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AI-powered evaluation co-pilot

TruEnroll

Trential's hero product. It cuts credential evaluation from weeks to minutes, helping universities improve enrolment and bring evaluation in-house.

Role
Founding Designer
Company
Trential
Focus
AI, Web app, Education, B2B

The problem

Admissions and registrar teams evaluate domestic and international transcripts by hand: converting quarter units to semester hours, recalculating GPAs and interpreting hundreds of grading scales, from Chinese percentage marks to UK Class Honours. Reviews take weeks, evaluators interpret the same record differently, and admitted students accept faster-responding campuses. The product site puts the cost of that delay at up to $11,000 in lost enrolment per student.

The solution

TruEnroll is an AI evaluation co-pilot and enrolment engine. It reads a transcript, extracts every field, normalises grades to a US GPA, checks the document for fraud and sends a decision-ready result to the admissions CRM. My design job was to make all that machinery feel trustworthy and effortless for the people who sign off on each decision.

Design focus

Evidence over black box

Every calculated field links back to its exact location on the original transcript, so evaluators can verify an AI result in a click instead of taking it on faith.

A single evaluation workspace

The source transcript, extracted fields, US GPA, credits recognised and fraud checks live side by side, so a reviewer never has to switch tools to reach a decision.

Confidence and human override

Results carry a confidence score and surface anomalies (such as a grade-table variation) for the reviewer, while registrars keep one-click control to override policy.

Built into existing workflows

Results flow straight into Slate, with Salesforce, PeopleSoft and Banner integrations following, so teams keep working where they already work.

How it works

  1. 01

    Document verification and ingestion

    Upload domestic PDFs or foreign marksheets. TruEnroll scans for altered text, modified PDF coordinates and unaccredited institution codes, then extracts the record into structured, reviewable fields across 50+ languages.

  2. 02

    Policy-enforced GPA recalculation

    Quarter, CATS and ECTS credits are converted automatically, non-transferable electives dropped, and 150+ international grading scales normalised to a US equivalent, with default or fully custom scales.

  3. 03

    Source-linked audit

    Hovering over any calculated field highlights the exact source coordinates on the original transcript, alongside tamper detection and institution and accreditation checks.

  4. 04

    Course evaluation and CRM sync

    Course-by-course or document-by-document results, exportable to Excel and PDF, land in the applicant record in real time.

Who it's for

  • Admissions VPs and DeansSpeed, yield and applicant conversion
  • Central RegistrarsPolicy control and record integrity
  • Higher-ed IT and CISOsFERPA sovereignty and zero-risk AI

Impact

  • 90%Decrease in peak evaluation backlogs
  • 150+Pre-configured global grading systems
  • 35+ minStaff time saved per transcript file
  • 100%Direct ingestion to Slate and other CRMs

Figures are from the TruEnroll product site.

Trust and security

Designed for strict higher-ed data environments: SOC 2 Type 2, ISO 27001 and ISO 27701, with FERPA, GDPR and CCPA compliance, role-based access and encryption at every step.

Highlights

  • Weeks to minutes
  • Source-linked AI evidence
  • Fraud and tamper detection
  • 150+ grading scales
  • Slate integration

Visit truenroll.com ↗

Process & screens

Research & discovery
Wireframes
High-fidelity UI
Outcome & learnings

Detailed case-study visuals and metrics will be added here.