True or false: Data requirements are developed through a process of reverse engineering from the Propositions.

The statement that data requirements are developed through a process of reverse engineering from the Propositions is indeed true. This process involves analyzing Propositions—essentially, the offers or actions that a system can take based on specific conditions—and determining what data is necessary to support those Propositions effectively.

Reverse engineering in this context means looking at the desired outcomes and behaviors indicated by the Propositions and then identifying the specific data points required to facilitate those actions. Essentially, the Propositions act as a guide to understand which data needs to be captured, analyzed, and utilized so that the Decisioning system can operate optimally.

By starting with the Propositions, you can work backward to gather the necessary information, ensuring that the data requirements align precisely with business goals and decision-making strategies. This structured approach helps in creating a robust decision-making framework that is informed by the actual needs of the system rather than arbitrary data collection.