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    Best practices.

    Proven strategies from teams that have successfully scaled AI adoption with Uplift.

    Start with high-impact roles

    Focus initial rollout on roles that handle repetitive tasks-operations, customer support, and finance teams see the fastest ROI.

    Identify AI champions

    Find 2-3 enthusiastic early adopters per team. They'll help onboard colleagues and share wins that build momentum.

    Celebrate small wins

    Share quest completions and time-saved metrics in team channels. Visible progress drives adoption across the org.

    Track and iterate

    Use the manager dashboard to identify which workflows stick and which need adjustment. Data-driven rollout wins.