01
Find the failure
A foundational Indian system failing at national scale - where the cost is measured in millions of people, not market size. Education. The courts. The systems too big to quietly route around.
Research-driven AI studio Brisbane ↔ Bengaluru
We don’t pick markets. We pick broken systems and build the remedy.
We build Pragya, AI-native learning for Indian students - and, in private, an AI-native platform for India’s lawyers.
The method
First we prove the crisis.
Then we engineer the cure.
We don’t start from a market; we start from the evidence. Education and law are different worlds, chosen for the same reason: in each, the official data shows a foundational Indian system quietly failing millions. The failures are old. What’s new is the lever - modern AI, finally good enough to engineer into the workflow instead of bolting a chatbot on top.
02
Prove it with data
We verify the failure against primary sources - government surveys, court dashboards, the official record. If the data doesn’t show a crisis, we walk away. No crisis in the evidence, no product.
03
Build the remedy
Pragmatic AI engineered into how the work actually happens - built alongside the teachers and trial lawyers who live inside the problem. It solves the real thing, not a demo of it.
- Generic AI plateaus at the domain wall. The valuable problems live inside workflows nobody outside the industry sees.
- Indian industries deserve software built for them. Built natively for our boards, our courts, our practitioners - not localised from Silicon Valley.
Education
Domain 01India keeps children in school for years - and still loses them to a learning crisis.
By the government’s own surveys, millions can read the syllabus but not understand it - schooled, but not taught.
The crisis, in the government’s own surveys
The remedy
- Live
- Free to start at hipragya.ai
- 6–12
- Classes on CBSE and ICSE
- 11
- State boards for Classes 11–12 - Karnataka PUC and 10 more
- 24
- Learning tools, from a tutor on every page to 3D labs and past papers
Pragya
LiveAI-native learning for Indian students - CBSE, ICSE, ISC & NCERT-aligned state boards, Classes 6–12.
Rote teaching lets students move past what they never understood - and the deficit compounds: Indian STEM undergraduates gain no measurable critical-thinking skill across four years of university (Nature, 2021). Pragya rebuilds understanding from the ground up:
- ADEPT pedagogy - every concept five ways - analogy, diagram, example, plain-English, technical
- Always-on AI tutor - catches the exact gap a 40-student classroom can't, the moment you stall
- Built for critical thinking - the why first, then how to apply it - the higher-order skills NEP 2020 calls for
- Every topic, every way - virtual labs, three-tier solvers, mock exams, games and podcasts
2×learning gains vs a traditional classHarvard, 2024
Tutor · Solvers · Quizzes · Labs · AI Grading · Exams · Flashcards · Games · Progress · Arena · Community · Foundations · Resources · Reader
Law
Domain 02Indian courts file cases endlessly - and deliver justice almost never on time.
5.39 crore cases pending and three in four prisoners never convicted. By the courts' own data grid, delay isn't the exception - it's the system.
The crisis, in the official data grid
The remedy
In private build
The same method,
The same method,
pointed at the courts.
We’re applying it to the crisis above - building the remedy with working trial lawyers, in private. It’s early, and deliberately quiet. We’ll show it at launch.
Early access for trial lawyers & partnersThe team
A small team,
one shared engineering core.
We are a small team of engineers, designers and domain experts - Pravolve AI Labs Pty Ltd in Brisbane, Australia, working alongside Pravolve India LLP in Bengaluru, India. We keep our focus narrow and the engineering bar high - holding both is the discipline.
The same prism that refracts modern AI research into Pragya refracts it into our legal stack. One shared engineering core, held to one engineering bar.
Lakshya Nanjangud Founder & CEO
An engineer who has worked every layer of the stack - developer, solutions engineer, platform engineer, SRE and AI engineer - from the first line of code to running resilient AI systems at scale.
Get in touch
Get a demo, partner
with us, or just say hi.
Demos & partnershipshello@pravolve.ai
Where we workBrisbane, AU ↔ Bengaluru, IN