We know it is eight years. We are three years in.

The AI transition is not a forecast. It is a clock that has already started running. Eighty years for mechanisation. Forty-five for electrification. Twenty for computing. Twelve for the internet. The current transition will reach normalisation in five to eight years, on the same curve every prior transition followed. The first three years are already behind us. The countdown started in late 2022 and most organisations did not set a watch.

The data since that date has confirmed the prediction the historical record made. Twenty-two percent of jobs will be structurally transformed by 2030. Net employment will shift by close to eighty million roles. The wage premium for AI-exposed work has more than doubled in twelve months. Roughly thirty percent of work hours in the developed world are automatable inside the decade. The transition is no longer something senior leaders are preparing for. It is something their organisations are already inside. The earliest stage is over.

The architecture most organisations are using to absorb the next five years is the architecture they built before the curve became visible. That is not a strategic position. It is a default. Superworker exists as the layer that converts a five-year window into a sequence of quarters that actually move the workforce. Without that layer, the eight-year clock runs without the company on it.

What did the last three years of your capability strategy actually produce, and what will you do in the next five? Superworker.co

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