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Why Biotech Startups Are Betting Big on AI-Powered Molecular Simulations
Explore how Generative AI is reshaping molecular simulations in drug discovery—from accelerating virtual screening to designing novel drug compounds and predicting protein structures. With advanced tools like AlphaFold and DiffDock, and platforms like Kwapio, biotech teams can now reduce costs, increase speed, and bring AI-native clarity to in silico testing. Powered by Pitchworks VC Studio, this shift is driving faster, smarter, and more scalable drug development.
Gokul Rangarajan
7 days ago9 min read


How Gen AI Is Compressing Years of Lead Compound Identification Into Weeks
Generative AI is transforming drug discovery by reducing lead compound identification timelines from years to weeks. Platforms like Pitchworks' enable rapid molecule generation, multi-objective optimization (potency, ADMET, feasibility), and real-time feedback through active learning. This human-AI collaboration accelerates R&D, lowers costs, and boosts precision—making drug development faster, smarter, and more scalable than ever before.
Gokul Rangarajan
Jun 179 min read


Designing Drugs from Scratch: How AI could Re-Code Pharma’s Rulebook in the De Novo Molecular Generation
The Molecular Design Canvas is an AI-first interface that helps scientists design new drug molecules faster. It combines 3D visualization, property prediction, and agentic AI suggestions to optimize molecules for safety, efficacy, and synthesizability. With real-time feedback and generative tools, it transforms drug discovery into an intuitive, collaborative, and data-driven experience.
Gokul Rangarajan
Jun 157 min read
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