UMM AI 
In focus
AI & Automation / Perspective
Should AI draft a customer reply or send it?
The important decision isn’t how quickly AI can respond. It’s knowing when a person should stay in the loop.
Explore the perspective
2 min read
The UMM Journal
Ideas / Perspectives / Possibilities
Perspectives on AI, engineering, experience and growth. For the decisions that move your business forward.
Find your next perspectiveIn focus
AI & Automation / Perspective
The important decision isn’t how quickly AI can respond. It’s knowing when a person should stay in the loop.
Explore the journal
A little curiosity goes a long way.
Try another topic or industry — a little curiosity goes a long way.
The way we see it
We connect the questions businesses are asking with the possibilities worth exploring. Clear thinking. Practical perspectives. Always a human point of view.
