Playbook

The growth machine, end to end

The whole picture first: the four parts of a growth engine, how they connect, and why most teams only ever build one of them.

Playbook

The whole picture first: the four parts of a growth engine, how they connect, and why most teams only ever build one of them.

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Introduction

Growth is not a pile of tactics you bolt onto a business until something sticks. It is a single machine with four connected chambers, and the machine is only ever as strong as its weakest joint. Most founders optimise channels in isolation, pour a budget into the top, and then watch leads leak out of every seam below, never quite seeing that the holes are the product they should have been building all along.

The reframe that runs through this entire playbook is simple and, once you hold it, hard to unsee: stop hiring tactics, build one machine, and treat every gap between two stages as the real work. A B2B growth machine has four chambers, demand and lead generation, lead activation, sales pipeline, and revenue per client, sitting on a spine of growth operations and growth leadership. They are joined, which means your end-to-end result is the product of every stage, not the sum of your favourite channels.

For a lean operator, this changes everything about what a growth function even is. The machine is no longer a team you staff and manage; it is a system you wire, with AI agents running the chambers and you minding the joints. A solo founder running agents spends roughly 127 USD a month on AI where a single contractor costs upwards of 6,000 USD a month, and AI-augmented founders are far likelier to reach 100K ARR inside twelve months, 28 percent against 11 percent. The economics are not a rounding error; they are the whole reason this model exists.

By the end of this guide you will be able to draw your own machine, run the compounding maths on it, find the single joint where you are losing the most, instrument speed-to-lead and the CAC and LTV gauge board, and decide which work an agent runs and which work stays on your desk because it carries trust. You will leave with a build-maintain-optimise-manage plan for your first ninety days, not a list of channels to try.

Chapters

Articles

  • Article

    Growth without guardrails burns cash. Set the CAC to LTV ratio and payback period that determines how aggressively you can scale and what constraints your growth engines need to operate within.

  • Article

    Replace your original assumptions with real revenue data and recalculate whether your growth model is financially sustainable.

  • Article

    Small improvements across 12 metrics multiply into exponential growth. Learn how engines connect, why improvements compound, and where leverage lives.

  • Article

    Sarah runs fewer experiments but wins anyway. She aligns 12 metrics across 4 engines. See how systematic leverage creates exponential results.

  • Article

    Random tactics scatter your focus and burn you out. Systems compound effort into sustainable growth. See why working without structure leads to chaos.

  • Article

    Deep channel expertise doubles revenue but still hits a ceiling. Mastering one engine isn't enough. See why system thinking beats specialisation.

All 66 articles under Growth machine design
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