The extra work and cost of running AI tools across a company.
Adding AI tools can feel like hiring ten new interns. First, someone must give each one a badge and a job.
Teams need clear rules for access, work, and blame. Without them, more AI can mean more mess.
Agent Sprawl
More agents create more work to coordinate and watch.
Shadow AI
Hidden AI tools create gaps in control and safety.
AI Governance
AI Governance sets rules for access, duties, and use.
AI productivity paradox
Extra management work can eat some time saved by AI.