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    Builders & Champions

    Growing internal capability instead of buying tools.

    6 articles

    Builders & Champions·12 min

    AI roadmap case study: FinEdge's first 90 days

    How a 280-person fintech People team went from scattered ChatGPT use to nine production workflows in 90 days. The exact sequence…

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    Builders & Champions·11 min

    Coaching and feedback systems that actually compound

    Most performance systems run once a quarter and decay between cycles. The systems that compound are weekly, lightweight…

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    Builders & Champions·11 min

    The HR Architect: a new role inside the People function

    Every white-collar job is a sequence of clicks. AI is starting at the click layer and moving up. The roles that survive are the…

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    Builders & Champions·13 min

    Designing the AI-native People team

    Most People functions bolt AI onto the existing org chart. The ones pulling ahead redesign around it — different roles, different…

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    Builders & Champions·9 min

    The champion model

    You don't need engineers to build AI capability inside the People function. You need three or four champions, given air cover and…

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    Builders & Champions·12 min

    Leading the AI transformation in People

    AI in People Ops fails as a change programme more often than as a technology problem. Here is the operating playbook for leading…

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