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Writing Better | How Healthcare Engineering Managers Use Prompts to Produce Audit-Ready FDA/GxP Validation Reports | Enterprise Prompt 101
Unlock the power of enterprise prompt engineering with Gen AI to automate compliance workflows and deliver FDA/GxP-grade validation reports in days instead of weeks. This blog shows how enterprise prompts designed for engineering managers can transform validation processes, enforce regulatory guardrails, and produce audit-ready documentation at scale. Learn why enterprise Gen AI for engineering managers is the next frontier in regulated industries, and how mastering enterpris
Gokul Rangarajan
Sep 2825 min read


Krysta Svore: Pioneering the Future of Quantum Computing and Microsoft Azure Quantum Cloud Services | Quantum 100
Krysta Marie Svore, Technical Fellow & VP at Microsoft Azure Quantum, is shaping the future of scalable fault-tolerant quantum computing. From Q# programming to Azure Quantum cloud, her leadership bridges algorithms, error correction, and hybrid models. Featured in the Quantum 100 report, Svore’s vision is transforming quantum computers from theory into enterprise-ready reality. #QuantumComputing #Quantum100
Gokul Rangarajan
Sep 2712 min read


Hartmut Neven | engineering the quantum leap from lab curiosity to industrial roadmap | Quantum100
From coining Neven’s Law to leading Google’s 2019 quantum supremacy milestone, Hartmut Neven has defined the pace of the quantum revolution. As founder of Google’s Quantum AI Lab, he reframed quantum computing as an engineering roadmap — not just a physics dream — and pushed experiments from error correction to time crystals and wormholes. His leadership has transformed how enterprises, investors, and scientists plan for quantum’s future. This is part of Quantum100
Gokul Rangarajan
Sep 176 min read


20+ Use Cases of Generative AI in HEMV Technical Documentation — And Why It’s a Game-Changer
Generative AI is transforming technical documentation across the HEMV (Heavy Earth-Moving Vehicle) lifecycle—from CAD models and BoMs to SOPs and compliance reports. This blog explores 20+ use cases where GenAI reduces documentation time by over 60%, improves accuracy, and enables real-time updates across PLM and ERP systems. Discover how engineering, manufacturing, and quality teams can streamline operations, reduce errors, and drive cost efficiency using AI-powered workflow
Gokul Rangarajan
Jul 19 min read


Gen AI in Drug Optimization: Accelerating Precision in Drug Discovery
Generative AI is transforming drug optimization by accelerating analog design, improving ADMET predictions, and automating synthesis planning. Traditionally taking 12–24 months, this phase can now be shortened by up to 50%, with cost savings of 30–40%. From analog generation to compound prioritization, Gen AI enables faster, smarter decisions—empowering teams and reshaping the future of drug development.
Gokul Rangarajan
Jun 248 min read


From Molecules to Models Part 2: Auto-Generated Docking Reports In Silico Compound Screening
This blog explores how Docking Reports are generated during in silico compound screening—who uses them, when they’re needed, and why they’re critical. It covers the shift from manual workflows to Gen AI-powered automation, detailing how Agentic AI handles parsing, summarizing, and visualizing results. By integrating with tools like AutoDock and Glide, it ensures fast, compliant, and explainable report generation.
Gokul Rangarajan
Jun 2211 min read


From Molecules to Models: How Gen AI is Transforming In Silico Compound Screening Part 1 : Molecular Docking
In silico screening powered by Gen AI is transforming drug discovery by enabling rapid, cost-effective analysis of millions of compounds. Tools like Pitchworks’ Conversational Docking Assistant (CDA) streamline docking workflows, automate reporting, and enhance interpretability. With secure, compliant infrastructure, CDA reduces analysis time by 70%, supports HIPAA/FDA standards, and accelerates early-stage decision-making in pharma and biotech.
Gokul Rangarajan
Jun 2012 min read


Gen AI in Manufacturing Report 2025: The Strategic Blueprint for the AI-Powered Industrial Era
The Gen AI in Manufacturing Report 2025 by Pitchworks is a definitive industry blueprint, unlocking the power of generative AI to transform modern manufacturing. Authored by veteran technologist Murali Sundaram and backed by Pitchworks VC Studio’s $8M innovation commitment, this 80+ page report presents a bold, research-backed roadmap for deploying generative AI across product design, predictive maintenance, supply chain optimization, quality control, and autonomous systems.
Gokul Rangarajan
Jun 194 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


Unlock 10X Enterprise Growth: The Only GenAI Strategy Roadmap You’ll Ever Need
Many enterprises struggle with GenAI adoption due to vague use cases, weak leadership support, and poor change management. Pitchworks VC Studio offers a 9-stage GenAI Strategy Roadmap designed to solve this—starting from leadership alignment and AI training to use case mapping, implementation, and continuous upskilling. This framework ensures enterprises unlock ROI-driven, scalable, and sustainable AI impact across functions.
Gokul Rangarajan
Jun 125 min read


Meet Pitchworks VC Studio's Winter 2024 Co- pilot Batch
Launched Pitchworks' Co-Pilot Program to empower health tech startups in India through collaboration and co-building innovative solutions.
Gokul Rangarajan
Sep 20, 20242 min read


More Startups are closing down like never before | What's the Shift plan for founders?
254 startup closed in Q1 of 2024, more VC are continuing funding winter, CVC and Family funds are the way ahead
Gokul Rangarajan
Aug 21, 20246 min read


Decoding Health Tech Write-offs: Reasons Why 90% of Early stage Healthcare Technology Startup Founders Fail
Reasons for early stage health tech startup failures, Gain insights into common pitfalls, strategic missteps, and essential lessons to avoid
Gokul Rangarajan
Jun 24, 20249 min read


The Ultimate Guide to Setting up Market Research in Health Tech Part -1
How to effectively start market research in the health tech industry by defining objectives, crafting problem statements, selecting methods,
Gokul Rangarajan
Jun 17, 202410 min read
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