Part 3 of The Hidden Margin Framework: Teams & Throughput
In Part 1, I wrote about infrastructure waste.
In Part 2, I covered subscription and tool sprawl.
(You can find both on my profile.)
Now the harder layer: teams.
AI has dramatically increased developer leverage.
Which makes one thing very clear:
Coordination cost now scales faster than output.
Most companies don’t have a talent problem.
They have a throughput problem.
Too many parallel initiatives.
Too much shared ownership.
Too many meetings.
Too much context switching.
Large teams optimized for coordination rarely outperform small senior teams optimized for execution.
In today’s environment, two strong developers leveraging AI can deliver what once required much larger groups.
But only if:
- Ownership is clear
- Scope is tight
- Work is measured
- Output is reviewed against estimates
The goal isn’t ritual.
It’s predictable delivery.
Lean doesn’t mean under-resourced.
It means high leverage.
Before asking, “Do we need more engineers?”
Ask, “Are we structured for speed and accountability?”
Hidden margin often hides in throughput inefficiency.
Curious – how large is your dev team, and how is it organized?
If you want to review your delivery model through this lens, you can book time here: