Glossary
AI-native
What does AI-native mean?
An AI-native company designs its work around AI. Agents handle routine steps, people focus on judgment, review and improvement, and what works is captured as shared skills, SOPs and evals that keep getting better.
Why it matters
Buying AI licenses doesn’t change how work flows. The gains come when the work itself is redesigned and measured, step by step.
Example
Instead of six people rebuilding a weekly report by hand, an agent prepares it overnight, a person reviews the flagged conflicts in 15 minutes, and the skill behind it is shared with every region.