Observation log and referral tracker for preschool teachers, built on NCF-FS
TL;DR Preschoolog is a phone app for preschool teachers. They log short observations while children play and it turns those notes into the progress card the national framework asks for. If a pattern matches a public screening checklist then it prompts a talk with parents and tracks the referral. Private preschools pay per child.
A large PLOS Medicine study across five Indian regions found that 12% of children aged 2–9 had at least one neurodevelopmental disorder, and 9.2% of those under six[1]. Early help works best when someone notices early, and the adult who sees a three-year-old the most is often a preschool teacher.
The national framework for ages 3–8 already tells teachers how to do it. Observe children during play, keep work samples, write a narrative summary into a Holistic Progress Card and, with the family's agreement, refer a child they're worried about to a developmental paediatrician[2]. In a private preschool with one teacher and 20 children, that record-keeping rarely happens on paper. Concerns get mentioned once at a parent meeting and then lost.
What it does, in regulatory terms: teacher observation records and first-level screening flags only. Preschoolog does not diagnose, assess risk with an algorithm or recommend treatment. A flag means "talk to the parents and consider a referral", and only a qualified professional can decide what follows.
Here's how it works - teachers tap a child's name, pick the competency they saw (sharing toys, climbing steps, naming colours) and add a line or a photo. Prompts follow the observation method in the national framework. Each term the notes fill the progress card for parents. When several notes line up with items from PRASHAST, the government's first-level screening checklist[3], the app suggests a parent conversation and keeps a referral record until the family reports back.
I reframed the seed, which put sensors inside toys to track development. The framework says AI and machine learning "must be strictly avoided" for solutions that are child facing or child related[2], and continuous sensing of toddlers is a heavy consent burden under the data protection rules[4]. A teacher's trained eye, recorded properly, does the job with no hardware at all.
The preschool owner pays per enrolled child per year and presents the progress card to parents as part of the service. Parents use the reports but don't pay separately. Comparable screening tools are sold, not given away, and the best-known paid parent questionnaire is scored by teachers or home visitors[5]. I found no public Indian price for preschool assessment software. My assumption to test is ₹800–2,000 per child a year.
The framework for the foundational stage, released in October 2022, set observation, portfolios and progress cards as the way to assess children aged 3–8[2]. Preschools that follow it need a practical way to do the paperwork. The DPDP Rules notified in November 2025 make verifiable parental consent for children's data a clear, phased obligation[4], so any tool here has to be built for it from day one.
Nobody publishes a figure for spending on preschool assessment or observation tools in India. The narrowest signal is need. About one in eight children aged 2–9 has a neurodevelopmental disorder, and the authors call that estimate conservative[1]. The framework itself asks for screening tools and referral directories for teachers[2]. That's a stated public priority, but it doesn't tell you preschools will pay.
One Indian autism-care company offers a 10-minute screening questionnaire for children aged 1.5–5 and runs therapy centres across 12+ locations[6]. It's built for parents and clinics though, not daily classroom use. Paid parent questionnaires are the established screeners in the US[5]. PRASHAST is free from the Ministry of Education but it is a checklist for schools, not a daily log[3].
I found nothing that runs the framework's observation routine for a private preschool teacher.
| Difficulty | Moderate (38/100) |
| Starting capital | ₹45–80 L |
| Time to launch | 6–9 months |
The app is simple. The hard parts are getting busy teachers to log notes every single day, writing prompts a child-development expert will stand behind and keeping flags cautious enough that no parent ever hears "your child has a disorder" from an app.
There's no sector licence for preschool software, but child data and screening scope carry real duties.
Building this outside India? The categories above usually have a local equivalent, so check with your own regulator.
The national framework says AI must be strictly avoided for child-facing or child-related solutions[2], so keep it well away from the children's records. That still leaves useful work on the business side.
Don't let AI read, score or flag anything a teacher writes about a child. That's the teacher's judgement and the framework's line.
Want to work out the AI layer for Preschoolog? Talk to Yash →
Here's what can go south -
I like this for a founder with early-childhood or special-education training who can sell to preschool owners. If you want to build clever detection tech then it's the wrong idea. First prove that teachers in five preschools log at least three notes per child each week for a full term.
Plan for roughly ₹45–80 L, most of it on building the app, training teachers and selling to preschool owners in one city first.
No sector licence, but you need verifiable parental consent under the DPDP Act and you must stay inside the national framework, which rules out AI for child-related solutions.
Yes, though you'd rebuild the prompts around that country's early-years framework and follow its children's data law. Check with a local lawyer before you sign schools.
The free Preschoolog validation kit has the line-by-line capital breakdown, the effort scoring, the child data and screening-scope checklist, a 14-day validation sprint with pass/fail targets, a 90-day launch plan, 10 interview questions for preschool owners and teachers, and 5 assumptions to test. Download the kit →
Thinking about building Preschoolog or something close to it? The make-or-break work is a logging habit that teachers keep up after the first month, and that's the kind of habit problem I help founders test. If you need a hand, you know where to find me. Talk to Yash →
For illustration only. Names are fictional and ideas hypothetical; sourced facts are real but may be out of date. Nothing here is legal, financial or professional advice, and Yash Khatri is not personally liable for any use of it. Read the full disclaimer.