Enterprise blockchains offer powerful and flexible solutions to a range of applications. However, they are complex systems with a large design space, whose behaviour is hard to predict. Thus, architecture design and engineering reliable deployments are difficult: they lack data and require expensive, time-consuming pilot studies. And these usually cover only a fraction of the available design space. Agreement Solutions’ high-fidelity, high-throughput data collection framework alleviates this pain, by providing detailed data on performance and behaviour for a wide range of design options, rare events and usage scenarios prior to development and release.