Key Opinion Leaders (KOLs) shape medical practice and define therapeutic areas. Identifying who to work with and how to engage with them is essential for pharma and biotech companies. Based on insights from more than 50 launches and 15 different therapy areas, we have co-created with pharma and biotech companies a smart, ai enhanced platform to identify the most important KOLs, engage strategically and with full compliance.