The Mechanical Turk and the Illusion of Efficiency
Artificial intelligence is rapidly expanding what organizations can do. The harder question is what leaders should do with that capability, and whether greater efficiency, intelligence, and automation will make us wiser about what deserves our time, attention, and responsibility.
AI Strategy Is Not a List of Use Cases
A list of AI opportunities becomes a strategy only when leaders make choices. Learn how to prioritize investments, sequence shared capabilities, and decide what to fund, defer, or stop.
The Adoption Gap: Where Recurring-Revenue Strategies Go to Die
Recurring revenue is not secured at acquisition. It becomes durable when customers adopt the behaviors that create meaningful value, making adoption the critical bridge between activation, renewal, and expansion.
The Dashboard Is Not the Decision
Dashboards can clarify what is happening, but they cannot assign accountability or resolve tradeoffs. Value emerges when executive dashboards connect signals to owners, choices, action, and measurable outcomes.
Data Is Not an Asset Until It Changes a Decision
Organizations often call data an asset simply because they collect it. But data creates value only when it changes a decision, improves an outcome or reveals an opportunity the organization would otherwise miss.