AI-Powered Personalised Preparation Mapping

We don't begin mentorship on Day 1 by handing out a generic plan. Instead, we start with understanding you first:

Initial Mapping

Every aspirant fills a short questionnaire, where we capture strengths, weaknesses, preparation stage, and expectations.

Validation Through Smart Testing

If you claim proficiency in any topic, it is verified through MCQs

AI-Driven Differentiation

The data from your questionnaire + MCQs test is processed by an in-house RAG-based AI engine

How It Looks

Inputs

Questionnaire + Diagnostic Test

Retrieval

AI retrieves validated UPSC prep guidance from a curated knowledge base

Generation

Personalized 1-Year Schedule

The Result:

No wasted effort. No cookie-cutter schedules. Every aspirant gets a differentiated, adaptive plan that evolves from their starting point-making preparation both efficient and personal.