How AI and automation are pushing small businesses out of viable work

Executive overview

AI and automation are raising the threshold for what counts as viable work — the same way outsourcing to Asia wiped out UK manufacturing in the 80s and 90s, but faster. Mid-tier professional services are next: legal, accounting, consulting, and similar factory-two jobs are being automated or offshored with AI co-pilots. The only safe position is factory one — high-value, globally accessible, IP-driven work.

If your business can't be run from anywhere and win clients anywhere, it is exposed.

The three-factory model

• Factory one — cutting-edge technology, elite consulting, AI research, entertainers with traction; earns 150k+, 30% margins, ~300k people; exports globally
• Factory two — professional services (accounting, legal, engineering, architecture), semi-complex manufacturing; earns 50k+, 20% margins, ~5m people
• Factory three — warehouse, logistics, call centres, basic manufacturing, manual labour; earns ~20k, 10% margins, ~15m people

How technology eliminates factory tiers

• Technology does three things to jobs: simplifies them, automates them, or enables remote delivery
• When the cost floor rises (e.g. minimum wage to £25k) and margins are thin (10%), factory-three jobs become unviable to employ domestically
• Asia absorbed factory-three manufacturing from the 1970s onward; AI is now doing the same to factory two
• Back-office firms in India already charge £5–10/hr for professional work, verified by AI co-pilots
• Amazon is automating warehouse workers; AI voice ordering is cutting McDonald's drive-through staff

Why factory two is now at risk

• Mid-level legal, audit, and consulting roles are being automated — not the elite tier, the volume tier
• The same displacement pattern that hit textiles now applies to professional services businesses
• A small business that essentially delivers factory-two work faces the same extinction risk as a 1980s UK textile firm

What getting into factory one requires

• Identify your intellectual property — the high-value thing you uniquely know how to do
• The five assets that define factory-one work: IP, data, media assets, software, finance
• Use AI to automate internal work and elevate your team's output, not to cut headcount
• Build a personal brand as a key person of influence — attract inbound, not chase outbound
• Think globally: design for a worldwide customer, not a local one
• You know you're in factory one when the business runs entirely from the cloud and geography is irrelevant

The tax and mobility trap

• Factory-one workers can operate from Dubai, Singapore, Hong Kong, Switzerland, or anywhere with fast internet
• As displaced workers demand more government support, the remaining tax base shrinks to factory-one earners
• If governments respond with punitive taxation, factory-one earners relocate — accelerating the downward spiral
• The correct government response is to move factory-two businesses up to factory one, and retrain factory-three workers — not redistribution

Defensive positioning

• Get the business to a point where it can operate from at least two other locations ("a smart rabbit has three burrows" — Ray Dalio)
• Lay foundations in banking and structuring before you need to move
• Build a brand that attracts clients globally, independent of where you are based
• The goal: inbound opportunities, a growing waitlist, and location-independent operations