Every Platform Shift Follows the Same Arc.

I have lived this arc three times. In 1994 we put stock quotes in a web browser before most people trusted a browser with their money. The first commercial stock quote server on the internet ran on a borrowed IBM machine. That was the infrastructure phase. In late 1995 we agreed to sell Galt to Intuit. The sale closed the following year. That was consolidation. Then regulation caught up, and only then did online finance scale.

AI followed the same path. In the 1990s we called it personalization and filtering. It went through its own infrastructure years, then consolidation as the largest technology companies absorbed the talent and the tools. Today it is in a regulatory phase, with scale arriving at the same time. Digital assets are following the same arc.

Read the stage from the evidence

Nobody announces the transitions. You read them from the evidence, the way a crew reads its position from instruments rather than from the view out the canopy.

Infrastructure

The most talented people build tools for each other. Customers are enthusiasts. Outsiders call it a toy.

Consolidation

Incumbents announce strategies. Acquisitions pick up. Competitors start to look alike. Distribution matters more than invention.

Regulation

The lawyers arrive in force. Hearings are held. Compliance becomes a job title.

Scale

The technology becomes boring, in the best sense. People stop talking about it and simply use it.

Knowing where you are on the arc tells you what to build. In the infrastructure phase, build the rails. In consolidation, be the acquirer or the asset. In regulation, hold the licenses others lack. At scale, own distribution. Most failures come from building for the wrong phase.

An economist drew the same map

Carlota Perez reached a similar shape by studying five technological revolutions, from the first factories to information technology. In Technological Revolutions and Financial Capital she describes an installation period, when new infrastructure is laid down amid financial frenzy. A turning point follows, when institutions and new regulation are brought into line. Then comes deployment, when the whole economy is rewoven around the new way of working. Her installation is my infrastructure and consolidation. Her turning point is my regulation stage. Her deployment is my scale.

The stages overlap. One part of a market can consolidate while another still builds infrastructure. The point is not a perfect label. It is knowing which forces are acting on your company right now, so your strategy is aimed at the world as it is.

Place your company on the arc

1. Draw four boxesInfrastructure, Consolidation, Regulation, Scale. Write your market in the box where it sits today.
2. Write three pieces of evidenceUse the signals above. If you cannot place it with confidence, talk to people in your field until you can.
3. Name what the next stage demandsA buyer, a license, a standard or distribution. Start on it before the transition arrives.
4. Revisit every six monthsThe arc moves. Your placement should move with it.