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AI Value

Do people who use AI more do more? Usage cohorts sit beside the work they get merged or completed, and what each unit
of work costs in people time. Connect an AI tool and a work system to see whether people who use AI more do more.

Date range

–

Department

Review members →

AI value

Each department's change in cost per artifact, applied to that department's headcount cost, then added up. A lower cost per artifact is value.

NACost per output needs a department with artifacts in this period and the one before.

This period
ForecastA straight line through the AI value of recent periods, read one period ahead. It needs at least three periods with a value.
NA
Of headcount cost
NA
Against last month
NA
No comparable prior period

Cohort distribution

Who uses AI how often, so the next section can compare two bands.

How much each person uses AI

Heavy is 4 or more days, Moderate is 2 or 3 days, Light is 1 day, None has no sessions.
0 people out of 1 (0%)

  • HeavyA

    4+ days a week

    Hidden

  • Moderate

    2–3 days a week

    Hidden

  • Light

    1 day a week

    Hidden

  • NoneB

    No sessions

    Hidden

Compare cohorts

The same people, on the work they get done.

Pick two cohorts to compare

CompareA
WithB
Hidden · fewer than 3 people

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  1. Next steplow efforteffort

    Set an hourly cost per department

    NANo department with a PR count has an hourly cost in Settings → Members.per output

    Cost per output is department people cost divided by pull requests or tasks in the window.

    Open department cost →

Cost per outputAn artifact is the basic unit of relevant output for that team. The figure is HC cost / # of artifacts: how much it costs the company in human terms to produce one artifact.

Connect work systems →

Change in cost per completed artifact versus the previous period of the same length. General has no output yet, so it shows NA.

  • General

    NA

    NA vs previous period

Where the value comes from

Light blue marks gains and muted pink marks losses. Signs and values remain visible in every label. Bar labels include a plus or minus sign and the value.

Each department moves the AI value up or down. The last column is the total.

No departments to show for this view.