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Mid-level managers often create 'shadow systems' or revert to spreadsheets during digital transformations. This isn't resistance to change, but an effort to keep the business running by finding percei

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Views / houraverage velocity since it published
Peak velocitythe hottest sustained views/hr it ever hit
vs. their normalpace relative to this creator's own baseline
Engagementlikes per view — real engagement is hard to fake
Agehow early Slope caught this surge