In Part 2 of this interview, Chief Executive Officer Francisco Nogueira discusses the practicalities of data capture, data management, and machine learning within the framework of Accumulus Synergy’s proposed global cloud-based platform for regulatory submissions. “In terms of enthusiasm and shifting to database- from dossier-based submissions, this work had started before Accumulus was even conceived,” he explains. “Many companies already have data lakes in how they gather and collect and house the data that they are working through today. What I'm seeing in the ecosystem, both our sponsors and nonsponsors, is a high level of enthusiasm and high level of engagement towards what we define as data-centricity.” Listen to Part 1 of this interview.