Placement readiness is a signal, not a spreadsheet. How to spot at-risk students weeks before the drive and intervene in time.
The cohort heat-map turns hundreds of students into a glance. Red cells are not failures — they are early-warning signals.
Read participation and performance together
High-effort, low-performance students need content support. Low-effort, high-performance students need a nudge. Low-low is where to focus first.
Act on company readiness
When a recruiter is three weeks out, filter by that company’s readiness band and run targeted drives. The earlier you see the gap, the more you can close it.
Put this into practice
Drill these exact patterns with adaptive practice, timed mocks and company-wise assessments on prephasz.
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