Fig. 3.

Illustration of DynamoField’s flexibility in accommodating data from multiple CROs across different years. DynamoField utilizes a composite key structure allowing seamless incorporation of new data each year without modifying the database structure. In contrast, relational databases require updating the schema and creating new tables for each CRO to accommodate varying data formats and types, such as boolean, integer, and categorical data.