The Problem

UPSC is a 0.1% selection rate exam. Over a million candidates attempt it each year, across three distinct stages, with 2+ years of preparation. The dominant prep model is still offline coaching concentrated in a handful of cities. Expensive, and the same for everyone.

PrepAiro's first vertical is here because the gap between what aspirants need and what the market offers is structural. Personalised, responsive guidance at scale is not possible without AI.

The AI Engine

UPSC prep is a 2+ year grind with almost no feedback loop. You read a chapter, make notes, attempt a few questions. But there's no system telling you what's sticking, where your reasoning breaks down, or which gaps are going to cost you marks. Traditional coaching gives you content. It doesn't give you a mirror.

PrepAiro's AI layer is that mirror. Five specialised agents cover how you explore, practice, and revise across the full syllabus. A conversational voice tutor responds in real time and adapts to follow-up questions. A structured question bank mapped to the syllabus gives you targeted practice, stage by stage.