Engineering and degree colleges
Numbers your management can see, and your cell can defend.
Run the pipeline in Ztwin and the reporting is a byproduct of the work, not a separate project every April.
What is actually hard about this
The evidence is scattered
Applications in a form, shortlists in email, offers in a spreadsheet. Any question spanning two is a week.
The cell is reactive
The students who most need intervention are the quietest, so they are found last — usually in May.
The number is contested
Without the record underneath, defending a placement percentage costs more credibility than producing it did.
What Ztwin does about it
One system for the pipeline, and the numbers come with it.
Not a dashboard you have to feed. It reports from where the work already happens.
Every student, in one record
Batch, department and cohort in one structure, with every application, attempt and offer attached to it.
Readiness, before the season
Mock interviews and resume scoring run from the start of the year, so by September you know your batch by name.
The officer’s week, redirected
The list of students who were eligible and did not apply is generated, not assembled.
What you can answer on the spot
These currently take a fortnight.
- How many students in each department are placed, unplaced, or holding multiple offers — today.
- Which students were eligible for a drive and did not apply, by name, while there is still time.
- How long your cell takes to publish a shortlist, and whether that is improving.
- Where the readiness distribution sits across a batch, and who is in the bottom quartile.