Entrepreneur Mukesh Bansal and technology executive Peeyush Ranjan have launched Fermi, an AI-first learning platform aimed at strengthening conceptual understanding in high-school students in India and the United States. The startup positions itself as a next-generation edtech product that uses AI to guide learning rather than to deliver ready-made answers.
A fresh vision for AI in education
Fermi’s founders argue that many generative AI tools encourage shortcut-driven learning, eroding deep understanding—especially in science and mathematics. The platform adopts a “guided struggle” approach, prompting learners through each step of problem solving so they grasp underlying logic instead of memorising outcomes.
Focus on STEM and a natural learning interface
At launch, Fermi is concentrating on core STEM disciplines—mathematics, physics and chemistry—areas that underpin school curricula and competitive examinations. The platform mimics a pen-and-paper experience with a handwriting-friendly smart canvas, allowing students to work naturally while AI analyses steps in real time and provides contextual hints, prompts and corrective guidance.
Tools for teachers and alignment with curricula
Beyond student-facing features, Fermi includes diagnostic analytics for teachers. By examining how students approach problems, the system highlights conceptual gaps and learning patterns, enabling targeted interventions. Content is mapped to major Indian and global academic frameworks to ease adoption across different education systems.
Early pilot and product availability
In a limited pilot, the company analysed thousands of concept-based assessments and reported measurable improvement among students who initially struggled, suggesting gains in retention and problem-solving. Fermi is currently available free during its testing phase, with monetisation planned after further product refinement and scaling.
Expansion roadmap and market context
The founders plan to broaden subject coverage over time—adding biology for medical-entrance preparation and later exploring engineering fundamentals, data science and professional streams such as accounting. Fermi’s launch arrives amid widespread debate about AI’s role in education; by emphasising reasoning and mastery, the startup aims to offer a responsible alternative to answer-focused tools.
