Insights

Notes on systems, AI and growth.

Short pieces from my work as an AI and business systems consultant: where businesses lose time and money, how practical AI and connected systems help, and how growth work fits in. No theory for its own sake, just how the work actually gets done.

Leverage · 5 min read

The leverage of one operator

Bigger is assumed to mean more capable. For most work the opposite is true: every handoff between people is where the truth leaks out.

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For owners · 5 min read

You know your business better than any vendor

Technology breeds a quiet insecurity in owners. Do not let it. Domain knowledge is the scarce, valuable part, and it is yours.

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Points of truth · 5 min read

One source of truth, or none

Ask three people how the business did last month and you can get three answers. Conflicting numbers are worse than none, because the business stops trusting data and runs on opinion.

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Scaling · 5 min read

Scaling multiplies your leaks

Scaling is a multiplier, and a multiplier does not care whether what it multiplies is good or bad. Fix the single unit before you spend to scale it.

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Ads and scaling · 5 min read

Why more ad spend stops working

The instinct when ads are working is to spend more. It works, until it does not, and the moment it stops is rarely where anyone expects. The fix is usually economics, not budget.

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Efficiency · 5 min read

The cost of the work nobody books

The report rebuilt by hand, the numbers copied between tools, the spreadsheet only one person understands. It feels free because nobody invoices it. It is not.

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AI · 5 min read

AI is a lever, not a strategy

Every business is being told to use AI as if it were a destination. It is a lever, and a lever does nothing until it is attached to something worth moving.

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Business model · 5 min read

The retainer trap

The default way to buy services is a monthly fee for ongoing time. It feels safe, and it quietly points the incentives the wrong way.

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Growth · 5 min read

Why ROAS lies, and what to measure instead

Return on ad spend looks like profit and is nothing of the kind. It counts revenue, credits the wrong channel, and rewards spend that was never incremental.

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Method · 5 min read

Start with a diagnostic

Most agencies open with a free pitch. I open with a paid teardown that finds where the business is leaking. Why paid beats free, for both sides.

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Efficiency · 5 min read

Where businesses leak money they cannot see

Most waste is invisible, because the people who know the business cannot see the data, and the people who could build the view are not in the room.

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Method · 5 min read

First principles beat best practice

Best practice is the average of what everyone else does. It can buy you parity, never an edge, and it quietly imports their waste.

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AI · 6 min read

AI just made bespoke tools affordable

The build-versus-buy maths changed. Problems that never justified custom software suddenly do, especially for smaller and traditional businesses.

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