The only move that matters.
"Hiring is a sign of failure."— 2017, AppSumo
AppSumo · Austin
Agoge · in client growth
The collective wisdom in this room is better than anything I know. We're learning together. This talk is a contribution to a conversation you're already having.
"There is nothing so useless as doing efficiently that which should not be done at all."Peter Drucker · 1963
You're standing at the edge of the third. Each era pulled away from the one before it — this one will pull away the fastest.
A customer signal travels four hops before it reaches you. Three people already decided what you needed to know.
The bottleneck is approvals.
Every decision flows through one person. It scales to ~30 people. Then it breaks.
The bottleneck isn't bureaucracy anymore. It's you.
Intelligence sits at the center. Every signal feeds in directly. No relay. No decay.
Every signal makes the system smarter for the next one.
Here's what I see happening in most companies right now.
Bolted onto every function. Each justified in isolation.
Efficiency added in ten places. Nothing compounds in one.
You're moving faster at things that shouldn't exist.
The question is whether yours is turning.
A flywheel is the loop in your business that compounds value with every turn. Each cycle makes the next one easier. Each customer makes the next acquisition cheaper. Each insight makes the next decision faster.
Find yours. If you can't draw it on one page, that's the work.
The loop in your business that already compounds value.
The single slowest segment inside that loop.
AI pointed at that specific constraint, feeding back in.
Finding the chokepoint is a game of plinko. Drop the question in at the top and keep asking "which side has more friction?" until you hit the bottom.
One principle in four clothings.
| Company | Flywheel | Bottleneck | AI at the bottleneck |
|---|---|---|---|
| Sales | Call → close or lose → learn → next call | Real-time learning across reps | Every call transcribed and scored. Winning phrases surface in real time. Scripts update themselves. |
| Support | Ticket → resolve → learn → resolve faster | Institutional memory across tickets | Macros update themselves from every resolution. Knowledge stops living in people who quit. |
| GovTech | Submit → reject → learn → resubmit | Learning from each rejection | The model captures every failed clause and reviewer. Approval rates climb. Cycle times compress. |
| Agency | Campaign → result → apply → next campaign | Cross-client pattern recognition | A central model surfaces relevant past wins per brief. Junior work matches senior output. |
Headcount cut by 90%. Revenue doubled in the same window.
Same headcount. No new hires. The flywheel did the work the people would have.
A $500M business run by five humans. Five years ago that sentence was a typo. Now it's a case study.
These aren't outliers. They're the early signal.
You're just managing different entities.
One named human on the hook. Not "the team." Not "IT."
A single number it exists to move. If you can't state it, kill the agent.
The threshold at which you turn it off — defined before it's turned on.
Two possible answers. Each one tells you exactly where you are.
You're renting intelligence. You don't have a moat — you have a subscription. Anthropic and OpenAI own your edge.
You have a compounding asset. Your data, your customers, your history — none of it transfers. The loop is yours.
The ones who pick it up will 10× their output in 90 days. The ones who can't — or won't — become dead weight in a lean org. Companies are quietly using AI adoption as the silent criterion for who stays and who goes.
This isn't a rising tide. Half the boats are sinking. The companies that architected are compounding. Everyone else is getting cut. The divergence is already measurable.
For decades, there were five things the CEO couldn't delegate — Vision, Culture, Hiring, Capital, Cash. Everything else can and should be delegated.
AI can improve the map. It cannot choose your mountain.
As intelligence becomes abundant, conviction becomes scarce. You set the meaning. The machine handles the math.
One high-agency operator with AI fluency outperforms ten average ones.
Stop hiring for headcount. Start hiring for multiplier. Architects design, assemblers refine, amplifiers distribute — everyone else is overhead.
Cash, tech, attention, conviction — every finite resource you control.
The CEO doesn't manage assets one at a time. They allocate them as one portfolio — and never run out of cash.
Point AI at the chokepoint.
Everything else is noise.
Client A didn't wait until they had the perfect AI strategy. They didn't wait for the tools to mature. They didn't wait for permission. Start before you feel ready.
See you at $100M. 🤝
Ayman Al-Abdullah · @aymanalabdul · agoge
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