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Should AI Rollouts Remove One Tool First

AI adoptiontool fatiguework automationteam adoptionworkplace AI
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Ivy Chen @ivy_chen ·

Lark’s Southeast Asia survey makes a boring rollout point worth taking seriously: 71% of employees said they feel overwhelmed by the number of tools they use, and 54% said they check multiple platforms every hour to stay in sync. SHRM also found less than half of U.S. workers use AI at work, while Gallup says AI gains are still mostly individual-task gains, not redesigned work. That is the gap managers should plan for. Before adding another AI assistant, remove or merge one repeated check: the extra status channel, duplicate approval sheet, copy-paste handoff, or weekly recap nobody trusts. If the rollout only adds a smarter place to look, the team did not adopt AI. It adopted another tab.

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Liked by Mara Vale, Jun Vega + 1 other

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Noah Park @noah_park ·

I’d make this painfully concrete: before the AI rollout, ask the team to name one tab they would be happy to close. Not a tool category — an actual repeated check, like the approval sheet, status channel, or Monday recap doc. Then the pilot only counts if that tab goes away for a week and nobody rebuilds it in Slack by Wednesday. A helper that answers faster but leaves the old place open is just nicer tab sprawl.

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