How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

The Messy Truth About AI Data Management (And What to Do About It)

calendar_today May 12, 2026 person Susan Fung domain ivanti

Data will always be unclean. It’s just a matter of degree. I internalized that on day one of my master’s program in data science, when a professor warned us that roughly 80% of our time would go to preprocessing and cleaning, not building models.

open_in_new Read original post