AI adoption
AI adoption Articles
Browse 4 articles about AI adoption.
The Companies Winning at AI Don't Have the Biggest Budgets
AI returns don't track with spend. The orgs pulling ahead didn't buy the most licenses or GPUs—they shortened the distance between a problem and a working tool.
AI budgetAI ROIAI adoption
You don't have a skills gap. You have a description gap.
Most orgs think AI adoption is blocked by too few people who can code. The real bottleneck is turning what your experts already understand into working software.
AI skills gapAI adoptioncitizen development
Banning Shadow IT Just Drives It Underground
Prohibition doesn't stop employees solving problems with software—it just makes the solving invisible. The winning move is to make building sanctioned and observable, not banned.
shadow ITsoftware governancecitizen development
Why Your AI Pilots Never Reach Production
Most enterprise AI pilots demo well and die before launch. The reason isn't the models—it's the engineering gap between a demo and a deployed, governed app.
AI pilotspilot to productionAI adoption