Recovery curve forecast Rate at which sites and patients return to pre-COVID activities Forecast site reopen dates • By country and region • By US state • By therapeutic area Forecast patient activity • Early: screening and randomization activities • Late: post randomization Managing recovery with timely, adaptable Forecast site reopen at a study-site level forecasting powered by machine learning Scenario planning simulations on shifting peak dates (5, 10, 15 days) and government regulations scenarios (none; mild; strict) IQVIA Global Executive Briefing: COVID-19 June 2020; Copyright 2020 IQVIA. 18