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NewSME Barometer Europe Q2 2025 — PDF & deck downloads
Technology & Systems

The Adoption Era

Definition

An economic period where competitive advantage shifts from creating tools to the ability to turn an innovation into a work habit.

Explanation

AI has compressed the cost and timeline of creation — software, processes, documentation, agents. Building an MVP, internal ERP, or automation takes a fraction of the time it did five years ago.

Human adoption speed hasn't accelerated. The bottleneck has shifted: it's no longer technology, it's the organisation.

Relative Cost Theory: before AI, creating cost 100 and driving adoption cost 20. Today, creating costs 20 and adoption costs 100. The limiting factor has inverted.

Law of Adoption: as the cost of creation falls, the relative cost of adoption rises. Every innovation is eventually limited not by its ability to be created, but by the speed at which humans accept changing their habits.

Adoption pyramid: Create → Deploy → Drive usage → Drive preference → Habit → Standard. Most projects stop at deployment.

Rogers' curve describes diffusion in stable segments (2.5% / 13.5% / 34% / 34% / 16%). In a ten-person SME, 3 active users at six months often matches the normal curve — not failure. See the dedicated chapter in the full analysis.

This concept extends the Substitution Illusion: AI accelerates, it doesn't replace. Here, it accelerates creation so much that the gap with adoption becomes the limiting factor.

Examples

  • Internal ERP — 4 months to build, 12 months to adopt. The ratio has inverted.
  • Microsoft Teams — Licences paid long before real usage. The shift came from behaviours, not the product.
  • 10-person SME — 3 active users at 6 months: often the early majority waiting for proof, not failure.

Structural pattern

100 / 20 → 20 / 100
Relative cost inversion: creation vs adoption as the limiting factor.

Bruno's perspective

"The next decade will reward those who know how to drive adoption of what everyone is now capable of creating."

Read the full analysis: The Adoption Era →