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Pattern Note

Services are becoming the new AI software

Julien Bek argues that the next major AI companies may look like services firms: instead of selling tools to professionals, they sell completed work directly to buyers.

AI ServicesAutopilotSell WorkB2B

What caught my attention

This is worth saving because it flips the usual AI startup question. Instead of asking what tool to build, it asks which work budget can be replaced by an AI-native service.

What happened / what I noticed

In the X article "Services: The New Software", Julien Bek writes that the next large company may be a software company masquerading as a services firm. He contrasts copilots, which sell tools, with autopilots, which sell the work itself. His suggested wedge is outsourced, intelligence-heavy work where buyers already purchase outcomes from external vendors.

Money angle

existing outsourced work budget -> AI-native service provider -> completed work -> recurring service revenue

Reusable pattern

Sell the work, not the tool: start with outsourced tasks that are intelligence-heavy, well-scoped, and already have a budget line.

Tiny experiment

Pick one narrow outsourced task in a familiar niche, document the current manual workflow, then test whether AI can deliver one complete output that a buyer would normally pay a freelancer, agency, or vendor to produce.

Caveat

This is a strategic pattern, not a shortcut. Many service categories still require judgement, trust, liability coverage, compliance, human review, and distribution. The best wedge is usually smaller than the market map suggests.

Sources / evidence