← DRONA
02 · Understand the Learner

Dronalytics

A capability profile — not a score.

It measures not what a learner remembered on exam day, but how deeply they understand and how they decide when the stakes are real.

The Problem

A grade tells you what happened on exam day. Nothing more.

Two learners, same score, different capability. When AI can produce the same answer in seconds, a number means less every year. What's missing isn't a better test — it's a different category of measurement.

93%

of employers say they struggle to assess whether a candidate can actually think through a problem — versus whether they simply prepared for the interview

WORLD ECONOMIC FORUM, 2023
2 in 3

students who perform well on standardised assessments are rated underprepared for independent problem-solving by their own faculty within a semester of graduating

0

metrics on a standard transcript tell you how a student reasons under uncertainty, how confidently they decide, or whether their confidence matches their capability

WHAT GRADES SHOW
Scores
Completion
Attempts
Time spent
WHAT IS MISSING
Reasoning quality
Confidence vs. competence
Judgment under uncertainty
Independence vs. reliance
Dronalytics · Live Assessment

Before you answer — declare where you stand.

One question. One decision before you see it. That single act is the signal grades can never capture — and your CII sub-score.

DRONALYTICS · LIVE ASSESSMENTROLE

First — where do you sit?

Institutional Signal

What changes on Monday morning.

THE HOD

Which students are high-recall but low higher-order — surfaced before the semester ends. The intervention happens while there's still time.

THE PLACEMENT CELL

A DMS of 74 means this student decides well under uncertainty. Not on any transcript — Dronalytics makes it shareable to recruiters and partners.

THE INSTITUTION

A cohort's BPI in Year 1 becomes the baseline. By Year 3 you can see whether pedagogy is moving reasoning depth — not grades. You stop guessing about teaching quality.

The data accreditation bodies require — and that no other system generates.

How It Works

Four signals a transcript never holds.

01
DECLARE

You commit before you see the question — READY, ASSIST or PASS. The declaration is half the signal.

02
BPI

Bloom Proficiency — how deep the reasoning goes, from Remember to Create.

03
DMS

Decision-Making Score — the quality of judgment under genuine uncertainty.

04
CCG

Confidence Calibration — whether confidence matched actual capability.

READY WHEN YOU ARE

See the signal
behind the score.

We’ll run a cohort through the full assessment and show you the profile that emerges.

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