“The pressure to do more with less is not new. It is the expectation that AI can 10x productivity that is killing me,” lamented a CMO from a PE-backed SaaS company. Yikes.
10x Pressure Is The New Problem
The mandate to do more with less has been around forever. What feels different now is the assumption that AI makes 10x productivity not just possible, but mandatory. That is a heavy lift.
Before AI, I would have said a leader has three fundamental jobs:
- Set the vision
- Build the team
- Allocate resources
Those jobs have not changed. But the speed and scale at which decisions compound absolutely have. AI enables teams to produce, analyze, and experiment faster. It reduces friction in starting projects and lowers the cost of iteration. That sounds like pure upside.
Until the time saved simply gets filled with more work.
Geoff Woods, in his book The AI-Driven Leader, makes a bold claim in Chapter 12 that leaders can indeed 10x the impact of every employee. I (hesitantly) agree with the spirit of it. Leaders should absolutely understand these tools well enough to unlock step function gains.
10x Impact Is Not 10x Output
If every marketer produces 10x more content, does the brand get 10x stronger? If every team runs 10x more campaigns, does revenue grow 10x faster? Or do we just create 10x more slop?
This is where leadership gets real.
When AI creates capacity, leaders make a choice. Do we increase volume, increase quality, increase experimentation, increase learning, cut staff, or as unlikely as it sounds, just create breathing room? Many organizations default to volume.
That is how AI leverage quietly turns into AI exhaustion.
The goal should not be 10x labor. It should be 10x leverage. Faster insight to decision. Sharper positioning. More strategic focus. Better judgment applied to the right problems. That requires restraint.
The Leadership Challenge Now
For CMOs, especially, AI makes it easier to push stuff into the market. More content. More touchpoints. More “activity.” Maybe even more products. The danger is not doing too little. It is flooding the market and your team with too much. When everything accelerates, clarity erodes.
Acceleration without clarity is a recipe for burnout.
Leadership has not fundamentally changed. But leaders now have to design how humans and machines work together. They have to decide what stops, not just what starts.
That is the uncomfortable part.
I will be digging into this with Geoff Woods on Friday, February 27 at 1 pm ET. We will explore what 10x impact really means, what it does not mean, and how leaders can unlock AI without crushing their teams.
If you would like an invite, send an email to SUPPORT AT CMOHUDDLES dotcom with the subject line: AI-Driven Leader.
This conversation is not theoretical anymore.
Are you seeing AI create leverage in your organization, or just more work?
Written by Drew Neisser