Enterprise blockchains offer powerful and flexible solutions to a range of applications. At the same time, they are complex systems with a large design space, whose behaviour is hard to predict. Architecture design and engineering reliable deployments are therefore challenging tasks and profit from collecting performance data. However, sourcing data from pilot studies is expensive and time-consuming. Also, they often cover only a fraction of the available design space. Agreement Solutions’ high-fidelity, high-throughput data collection framework alleviates this pain, by efficiently generating and collecting data for a wide range of design options, rare events and usage scenarios prior to development and release.