1. Initial Screening: Conducting thorough initial screening of different catalysts and reaction conditions can provide a wealth of preliminary data. 2. Literature Review: A comprehensive review of existing literature can help fill gaps in preliminary data, offering insights into similar catalytic systems. 3. Collaborative Research: Collaborating with other research groups or industry partners can provide access to data that might otherwise be unavailable.