University admissions office. 2,400 international applicants. Transcripts from 34 different countries.
The challenge: Every country has different grading scales, credit systems, and transcript formats. Converting to US equivalents: Manual nightmare.
Manual process: Credential evaluator spends 20-30 minutes per transcript. Looks up conversion tables. Calculates GPA equivalent. Documents methodology.
Built a transcript standardization system.
Transcript uploaded. System identifies country of origin. Extracts grades and course information. Applies appropriate conversion methodology. Calculates standardized GPA. Generates equivalency report.
Results:
- 2,400 transcripts processed
- 34 different country formats handled
- 89% processed automatically
- 11% flagged for specialist review (unusual institutions or incomplete records)
Credential evaluator now handles exceptions instead of routine conversions.
Processing time per application: 25 minutes → 4 minutes.
Admission decision timeline: 6 weeks → 3 weeks.
What manual conversion is slowing your intake process?