Northwind Group / Teams
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Product

Lead: Lena Fischer · 6 people

Watch
ROI status: Watch. High yield at a low cost per accepted unit.
AI spend €1,662, of which 61% produced kept output. Efficiency saved €64 vs last month. €763 is recoverable waste.
Total AI spend
€1,662
0% vs prior period
25.2M tokens · 292 runs
Yield rate
61%
Share of spend that produced kept output
Cost per accepted unit
€8.83
3% vs prior period
Leverage vs last month
0.97
Paying more for the same output
Efficiency gain
€64
vs last month's cost per accepted unit
Spend at risk
€853
People with yield below team median
Recoverable waste
€763
Abandoned, rejected and overspend
AI ROI
Locked
Enter the value of one accepted unit to unlock

Weekly AI spend vs spend that produced kept output

Spend concentration

38%

of spend comes from the top 2 spenders, who turn 65% of it into kept output.

Top waste signals

View all
  • Spend on output that gets rejected€145
    1 people involved
  • Abandoned runs that never produce a result€127
    2 people involved
  • Premium model used for trivial tasks€74
    1 people involved

People in Product

Recommendation
LF
Lena Fischer
Head of Product · Product
€31871%€6.580.79
72
Good
Review what changed vs last month (new model, new task type).
VS
Viktor Simek
Data Analyst · Product
€31658%€15.921.11
51
Watch
Compare this person's model mix to top performers on the team.
LK
Laura Keller
Product Manager · Product
€29243%€13.641.17
47
Watch
Compare this person's model mix to top performers on the team.
FN
Filip Nemec
UX Researcher · Product
€26977%€5.290.90
80
Good
Review what changed vs last month (new model, new task type).
CD
Chloe Dubois
Product Analyst · Product
€24547%€23.511.29
44
Watch
Compare this person's model mix to top performers on the team.
AV
Adam Vesely
Product Manager · Product
€22272%€5.961.02
79
Good
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