AIManagement
Unit of Work: The AI Productivity Metric That Actually Maps to ROI
Your AI vendor sells you tokens. Your business runs on completed work. If you cannot translate between those two units, who is actually winning the deal?
Defining: Unit of Work
AIManagement
Manager
When your AI vendor calls their product an autonomous agent, they are telling you — without using these words — that they are selling you a manager. Not a tool. A manager. That agent will direct subo…
Defining: Manager
ManagementAI
What AI Slop Really Means
Before AI, a bad idea had to survive an implicit conversation with its own cost. You would sit with it for a week. You would ask someone you trusted. You would walk around knowing you might be wrong…
Defining: AI Slop