interpret results and suggest optimizations in a feedback loop. Medra AI’s offering is aimed at life sciences research workflows where natural-language instructions can guide experiment setup and adaptive adjustments. The platform is used to generate detailed experimental data and support research partners in areas such as gene editing, antibody design and cell-based assays. Medra AI also provides tools and interfaces that connect with existing scientific workflows to scale experimentation and data collection.