INQUINION LABS PRIVATE LIMITED

In their own words

Our startup is developing a proactive AI-powered tutor designed to transform engineering and science education by bridging the gap between abstract theory and real-world intuition. Current higher education systems are largely optimized for examination performance rather than decision quality, resulting in students who can solve structured textbook problems but struggle when constraints change. This gap stems from formula-centric and output-oriented tutoring that does not cultivate structured reasoning or systems thinking. To address this, we are building an AI tutor grounded in first-principles reasoning, system modeling, state-change analysis, and bottleneck identification. The platform guides learners through a structured cognitive loop—Concept → State Change → First Principle → System Model → Bottleneck → Real-World Scenario → Reflection—enabling them to reconstruct problems through constraints, invariants, trade-offs, and failure modes rather than memorizing formulas. This approach accelerates deep conceptual understanding and measurable problem-solving ability, demonstrating up to 2x improvement in novel problem transfer accuracy, 30% reduction in time to solve unfamiliar problems, and 50% higher long-term retention. Built on a scalable AI-driven digital architecture, the solution can serve large numbers of learners across institutions and geographies without proportional cost increases. Our long-term vision is to develop engineers who think like researchers and builders, thereby strengthening India’s deep-technology talent pipeline and contributing to innovation-led economic growth.

Written by the company on its public Startup India profile. Not verified by us.