Everything on Data-Driven Innovation

Coca-Cola's use of Freestyle machines as real-time data collection tools enables rapid product iteration and trend identification. This data-driven approach supports margin expansion by optimizing product mix and reducing reliance on traditional forecasting.

Impact: Leveraging point-of-sale data for product development provides a competitive advantage in consumer goods, allowing for faster response to changing consumer preferences.

— from Tesla, VW, Xiaomi: Strategic Shifts in Auto & Tech · OHNE AKTIEN WIRD SCHWER - Tägliche Börsen-News· Sep 07, 2026

The company is actively mining Phase 3 data to improve its antigen selection algorithm, aiming to address the 20% of patients who do not respond to the current version. This iterative approach ensures continuous improvement in efficacy.

Impact: Enhances long-term product value and patient outcomes, differentiating Moderna's platform through ongoing optimization and data utilization.

— from Moderna's Personalized mRNA Cancer Vaccine Breakthrough · a16z Podcast· Sep 02, 2026