The Modern Data Stack Was Never Built To Make Decisions
HPCwire, Monday, April 20th, 2026
I was in a meeting recently with a VP of Data at a mid-size enterprise when she said something that stopped me. We were talking about her team's quarterly roadmap, and she paused and said, almost to herself: 'We have faster pipelines than we've ever had, and somehow decisions still take a week.'
She wasn't frustrated with her team. She was thinking out loud about something that didn't quite add up.
I've been having versions of that conversation a lot. The data infrastructure got better. The decision speed didn't. And the more time I spend inside these organizations, the more obvious the reason becomes. The stack was never designed to make decisions. It was designed to store and move data, and somewhere along the way, everyone assumed the rest would take care of itself.
It didn't.