20250715 – Harnessing AI: From Systems of Record to Revolutionary Workflows
As AI shapes the future, its potential to transform data into ‘systems of record’ is pivotal, with platforms like Salesforce turning into indispensable memory vaults. Meanwhile, Prerna Kaul showcases AI’s disruptive potential by slashing FDA submission times, demonstrating how AI can streamline complex processes and spearhead innovations in medical advancements. Explore the evolving AI landscape, where tools transcend efficiency to establish new realities and accelerate breakthroughs.
1. Tools vs Truth
As AI advances, the key question is how our aggregated data, which serves as our personal and organizational memory, is owned, controlled, and protected. Successful platforms like Salesforce and Github have become indispensable by evolving into systems of record, where knowledge is stored and decisions are documented. The future of AI tools lies not just in efficiency but in creating shared memory systems that transform data into enduring sources of truth and collective knowledge.
Read more: https://www.usv.com/writing/2025/07/tools-vs-truth/
2. How this PM streamlines 60k-page FDA submissions and saves millions with Claude, Streamlit, and clever AI workflows | Prerna Kaul
Prerna Kaul has developed an AI system using Claude and Streamlit to automate the creation of 60,000-page FDA submissions, reducing the process from months to minutes and saving millions of dollars. This innovation not only cuts costs but also accelerates the delivery of life-saving vaccines and treatments to those in need. Additionally, the system includes features like detecting and redacting protected health information and creating user-friendly interfaces for non-technical users.
Read more: https://www.lennysnewsletter.com/p/how-this-pm-streamlines-fda-submissions-prerna-kaul
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