The Brief Problem: Why Clean Data in the Wrong Context Is Just a Well-Labeled Mistake
Gartner names context engineering as the next critical PMO skill. Discover why clean data means nothing without the right strategic brief.
Only 14% of IT leaders say their data is properly governed for AI.
Most people read that as a data problem. I read it as a brief problem.
A good film director doesn't just hand the actor a script. They sit them down and brief them: character history, what the character wants, what they're hiding, and how this scene serves the story. The actor brings the raw skill. The director engineers the context that makes the skill land.
Context Engineering vs. Prompt Engineering
That's what Gartner just named as the next critical PMO skill: context engineering. * Not prompt engineering.
- Not simple automation.
Context engineering means designing the entire information environment your AI operates in: what it knows, what strategic constraints it follows, and what triggers an autonomous decision.
57% of CIOs say data readiness is a dealbreaker for AI value. But clean data in the wrong context is just a well-labeled mistake.
Does your PMO own the brief?