An operator’s letter
Revenue hides a lot.
Growing the revenue is one thing. Keeping the business healthy is another. This page is about the difference.
“I’ve worked with eight-figure sellers who couldn’t tell you why they weren’t profitable. The revenue was there. The operation wasn’t.”
Why this page exists. Watch what the revenue number is hiding —
The number everyone steers by. Clean, confident, growing. It is also the number that conceals the most.
After landed cost and fulfillment. Most businesses can’t produce this by SKU. The ones that can usually find products they’ve been scaling at a loss.
The number the growth plan actually lives on — and the one that quietly disappears from view as channels multiply.
At scale, the business stops telling you the truth about itself.
Growth and health stop being the same thing. The work is making them the same thing again.
Illustrative · an eight-figure composite
Growth doesn’t make a business easier to run. It makes it harder — and it rarely announces itself while it’s forming.
More channels, more people, more spreadsheets, more individual heroism — more cost per unit of output that doesn’t show up cleanly anywhere. Underneath it, something quieter: the financial visibility stops keeping up. Margin by SKU, economics by channel, real cost by order — the reporting that was clear at the last scale isn’t at this one. The decisions don’t stop. They just start getting made on information that no longer maps to what’s actually happening.
I’ve operated through every transition from six figures to nine — manufacturing, importing, DTC, Amazon, Walmart, retail, all channels at once. The work is the same every time: make the economics visible, build the operational layer underneath the growth, then scale acquisition into the infrastructure instead of against it.
Which is the version of scale most operators have been trying to build the whole time.
— David, DDM Growth
Years inside product businesses — manufacturing, importing, ecommerce, multi-channel scaling.
Ecommerce revenue across owned and operated brands. Operator, not observer.
Figures — every transition walked, not studied. The pattern recognition comes from having run each stage.
Scaling breaks in the handoff between two kinds of work. So I hold both.
Growth
- Ecommerce strategy
- Marketplace expansion
- Channel economics
- Conversion infrastructure
- Product positioning
The acquisition side. The work most operators expect when they bring in a growth partner.
Infrastructure
- Systems integration
- Automation architecture
- Financial visibility
- Operational analytics
- AI workflows
The side most operators have been carrying alone, or hiring around piecemeal.
Both sides held by the same person — because the handoff between them is where scaling most often quietly breaks.
If the search for an operations leader has stalled — or the revenue is growing faster than your confidence in the numbers underneath it — start here.
Six questions. I read every one personally and reply in writing within 48 hours — my reading of where the operations stand and what needs to move first. No automation, no pitch deck.