By Abhineeth
Think Fitbit for classroom learning:
providing the steady, daily practice students need to build mastery, and the real-time data educators need to drive effective instruction (all without adding to their workload).
↓ In detail
PractEZ is a WhatsApp-native classroom assistant that:
Access is no longer the question. Enrolment has held above 95% for close to two decades, and the foundational grades are climbing under a concerted national push.
What has not moved is the middle years. Std VIII basic arithmetic has gained a point and a half in six years.
What is missing is not more instruction, but better instruction — the practice that consolidates what was taught, and the data to aim the next lesson with.
↓ The numbers
The familiar answers to what holds back school education in India — children out of school, classrooms without teachers, unaffordable schooling — are no longer the current ones.
Enrolment has been above 95% for close to two decades. 98.1% of children aged 6–14 are enrolled; 1.9% are out of school.
Getting children into a classroom is, broadly, solved.
Which moves the question inside the room.
In Std V, 48.8% can read a Std II level text. 30.7% can do a three-digit by one-digit division. ASER 2024, rural India
Fewer than half, and fewer than a third, two years before board preparation begins.
The foundational grades, however, are climbing. Std III reading has recovered its pandemic losses entirely, and Std III arithmetic is at its highest in a decade — driven by a concerted national push under NIPUN Bharat, and led by government schools.
Systemic intervention works.
But it stops at the foundational grades.
Std VIII basic arithmetic: 44.1% in 2018. 44.7% in 2022. 45.8% in 2024. ASER 2024
Six years, and barely a point and a half. The recovery that reached Std III has not reached the middle years — they got no equivalent push, and there is no spare teaching time to give them one.
“Practice makes perfect” — that old folk maxim — is also what the NCF asks for, and what cognitive science is unusually settled on: practice is what turns a lesson watched into a capacity held.
But at a pupil–teacher ratio of 30:1, creating and grading even two questions per student per day is over 6,000 pieces of work in a year. Per subject. Per teacher.
Practice must repeat. Teacher workload must not.
↓ The evidence
A student can follow every step of a proof on the board and still not reproduce it tomorrow. Watching is not the same as being able.
And to close this gap, the NCF asks for regular, deliberate practice because a capacity only counts once it is repeatable. Once a procedure runs without effort, the mind is free for the harder thinking above it.
Cognitive science adds that retrieval practice is among the most reliable ways to make learning last. Retrieving does not merely reveal what is stored. It changes what is stored.
Retrieval practice is itself a potent learning event. Soderstrom & Bjork, 2015
And such practice does not have to wait on a motivated student. A study following 1,478 children through Grades 1 to 4 found that:
Achievement predicted intrinsic motivation… However, intrinsic motivation did not predict achievement at any time. Garon-Carrier et al., 2016
Success is what produces the will to continue, which makes regular, achievable practice the entry point to engagement, not something that waits on it.
What moves outcomes, Middha notes, is the working-alone time. Students who study regularly after school perform 0.37 levels higher in reading and 0.23 higher in mathematics than those who never do. Direct parental help, checking notebooks and the like, shows only a weak effect. Middha, UCL, 2022
You've finished a class. You want to know what landed and what didn't; two independent questions for each student, every day. Imagine:
Ten students: twenty to set, twenty to grade. Forty students: eighty and
eighty.
Every teaching day.
Across some 200 working days, that is nearly 6,000.
You put in earnest effort in class every day. Wouldn't you want it to have had the most effect?
But which of it landed, you learn too late — a unit test arrives after the chapter has closed and the class has moved on. By then, the data is hindsight, not guidance.
What the practice reveals has to come back before the next lesson, without additional teacher work.
↓ The evidence
Information is only formative if it reaches the teacher while the lesson is still live. Later than that, it is a record rather than a decision.
Nor can it be read off the room. Coe calls visible activity and engagement poor proxies for learning — a class that follows along today is weak evidence of a class that will remember any of it tomorrow.
What we can observe and measure is performance. Soderstrom & Bjork, 2015
And performance is not learning.
So how well does a teacher know what their students can actually do?
Teachers correctly identified the reading level of about 55% of their students. Four in ten did worse than a coin toss. Wadmare et al., 2022 — 1,823 teachers, 16,360 children, 848 schools
Of the students they believed could read a simple story, more than 70% could not read even words.
This is not a handful of teachers, nor a handful of schools. The misjudgement is spread evenly right across the sample.
Nor is it explained by qualification, experience or salary — none of those predicted accuracy at all. What did was workload. Every additional grade a teacher taught made an accurate reading of their students 1.3 percentage points less likely.
The load is the variable, not the teacher.
Which settles what the answer cannot be. If load is what erodes a teacher's read of their class, then asking them to watch more closely only adds to the load.
What is needed is information that does not depend on noticing — gathered while the students work, and back in the teacher's hands before the next lesson.
Not a sharper eye. A shorter loop.
NEP 2020 asks for exactly this shift, from end-of-term judgment to continuous formative assessment. It has been asked for before.
CCE arrived with the RTE Act in 2009 and was abandoned in many states — defeated by administrative burden, large classes and an overloaded curriculum. The obstacles were never pedagogical.
So practice has to recur, and what it reveals has to come back while the teaching is still live. Neither is affordable by hand.
That leaves automation. The question is what kind.
↓ The evidence
The devices are already in the house.
85% of households own at least one smartphone. 72% of children have access to one. Bharat Survey for EdTech, 2023
But two-thirds of that access is shared, usually a parent's phone, and only 6% of children have a device of their own. Around half have intermittent internet — almost always because the recharge ran out.
Which rules out a great deal: no app to install, no video to stream, no login to remember.
WhatsApp is already the second most used learning tool in these households, at 62%, behind YouTube. The lower-tech options are not, in practice, alternatives: text messages 8%, television 7%, IVRS 7%.
The channel is already in their hands, and they already know how to work it.
Education has a long record of adopting novel tools that fail on contact with the classroom. The safer move is not a new thing to learn, but the thing already being used.
Not more work.
Three constraints, then.
PractEZ is built to that specification.
Click any step to watch it happen.
The next step is your classroom.
You already have all it takes: you teach Mathematics to Std VI, VII or VIII with the prescribed Maharashtra State Board textbook, and your students' households have a phone with WhatsApp.
Nothing to install, nothing extra to mark, no change to how you teach. Practice goes out daily, and the report is back before your next lesson.
Start with one class.
If you run a school, teach in one, or would just like to hear more — let's talk. If you know someone who does, do pass this along.