Data Minimalism in Theory and in Practice
Originally Presented in August 2026 for Apra Data Science Now
by Vered Siegel • August 17, 2026
Data minimalism is now an operational necessity. As AI, wealth screening, and integrated CRMs increase capability and risk, many organizations still lack retention standards and governance due to a combination of structural, cultural, and technical barriers.
We offer core principles, a simple five-question framework, and practical tools to improve data discipline and discernment.
If you’re looking for private workshops or trainings around data minimalism, please reach out. We’re always open to discussing a project if it’s a good mutual fit and can be done responsibly alongside our current commitments.
