The Work Signal Index 2026
Prompt wrangling, unread drafts, and the quiet labor that keeps assistants useful
Assistants now sit in nearly every office toolkit. Most staff lean on them often and report reclaiming real time each week. Still, few believe their company is delivering better results as a whole.
Where do those hours end up?
Into chores no one budgeted: writing long prompts, reviewing drafts, correcting errors and rewriting replies that read well but miss the point. The Acme Work Lab measures that unseen effort and what it costs teams.
What’s inside:
- Where reclaimed hours go.
Many employees spend more time steering and reviewing assistants than they spend on the output itself. - When review fatigue leads to risk.
A large share of respondents say they have sent drafts they never read closely or could not explain if asked. - Habits of the most effective users.
Top performers keep their own reasoning in charge, pick up skills along the way and skip the tool when it adds noise. - What companies can do about it.
Richer source material, sharper measures, sensible rules and rebuilt routines all shrink the time spent checking machines.
Measure the quiet effort behind every assistant.