Operating Intel

    Field Notes.

    Unvarnished observations on transformation, AI, and the messy reality of scaling teams.

    When AI changes the work, it changes the worker too. These posts look at the workforce side of AI adoption: reskilling, role shifts, team structure changes, and the human questions that technology alone cannot answer.

    Team in a modern office, some engaged with screens, some disconnected from work
    AI workforce transformationJun 22, 2026

    AI Is Splitting the Workforce in Two. Which Side Are You Building Toward?

    PwC analyzed over a billion job ads across six continents and found AI is creating a two-track labour market. The divide isn't human versus machine. It's the people using AI to multiply their output versus the people being replaced by the smaller team of those who do.

    Read Essay 6 MIN READ