DataCards: The AI Algorithm Warehouse for Digital Twins

DataCards 3.0 introduces the Algorithm Warehouse for BI and process optimization: a place to connect data and workflows, deploy analytics/AI, and turn insights into real decisions. Unlike classic dashboards, DataCards packages metrics, algorithms, assumptions, and actions into interactive decision cards. Teams can understand what is happening, discuss options, reuse proven logic, and move from data to coordinated action — faster, more transparently, and with less friction.

We built DataCards 3.0 because too many BI tools stop at dashboards. But in real organizations, the hard part is not just seeing data — it’s turning models, metrics, workflows, and expert knowledge into decisions people can trust. That’s why we call DataCards an Algorithm Warehouse: a place to connect data, deploy analytics/AI, document logic, and present insights as interactive decision cards. DataCards comes from our work at Cavorit with industry partners, but also from my academic work in interaction design and human-centered AI. Personally, I care a lot about making complex systems more understandable, collaborative, and useful. I’d love to hear your thoughts — especially from teams working with BI, process optimization, AI workflows, or decision support. Science based.