CADRA · COHORT GAP REPORT · SAMPLE

Engineering College · AI/ML Cohort

N = 87 STUDENTSB.TECH · FINAL YEARTRACK · BUILD THE AIONE PASS · ONE WEEK
46/100COHORT MEAN · BASELINE

COHORT MEANS · PER DIMENSION

Completeness & delivery62
Problem framing61
Solution architecture58
AI/ML technical depth40
Prompt engineering37
AI use in design35
Community presence16
Strength: delivery. Widest gap: community presence. Dimensions ranked worst-first feed the bridge-course design.

SHARE OF COHORT BELOW THE EMPLOYER BAR

97%COMMUNITY PRESENCE
94%AI USE IN DESIGN
72%AI/ML TECHNICAL DEPTH
35–40%OVERALL ENTRY-LEVEL READINESS

WHAT THE DEPARTMENT DOES WITH THIS

TERM-OVER-TERM · AFTER THE BRIDGE COURSE

46COHORT MEAN · BASELINE
63COHORT MEAN · RE-ASSESSED (+17)
Illustrative movement. Same simulation, same rubric, before and after. The delta is documented per dimension and per student.
SAMPLE REPORT · DATA FROM A LIVE COHORT ASSESSMENT, ANONYMIZED · EVERY SCORE EVIDENCE-CITED IN THE FULL VERSION