Intelligence Brief 01 — Economics
Scale profits.
Not headcount.
Every salary added is hundreds of subscribers you need to find first. The AI Lab model inverts this — costs stay fixed as revenue compounds.
£9,400
Saved / month vs headcount
Working Hypothesis
“We want to model differently so you grow profits as you scale — versus rising operating costs.”
The Headcount Trap vs The AI Lab Model
Without AI — Full Headcount
Social media editor
£2,500 / mo
Community manager
£2,000 / mo
£10,500 / month= 2,100 subs just to break even
With AI Lab
Social Content Engine
£500 / mo
Knowledge Database
£300 / mo
AI Video Editing
£200 / mo
Back-Office Automation
£100 / mo
£1,100 / month= 220 subs to break even
Save £9,400 / month · Retain human creativity · Remove the donkey work
Subscriber Economics
1,000 paid subs
£50,000 ARR
2,500 paid subs
£125,000 ARR
5,000 paid subs
£250,000 ARR
10,000 paid subs
£500,000 ARR
Founding tier:£250 / year · Annual:£50 / year · Monthly:£5 / month · Comparable benchmarks: Dan Jones (100k+ subs), Lucy Worsley, Adam Tooze — all historian-presenter Substacks at similar pricing.
Survey validation (765 responses, Jul 2026):Average household income £62,942 · 80% homeowners · £2,130 annual travel spend · 72% have recommended the brand in the last 6 months. This is not a projection — it’s a validated commercial base.