Northwind Group / Teams
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Marketing

Lead: Jonas Weber · 6 people

Watch
ROI status: Watch. Efficiency is flat or down vs last month.
AI spend €1,681, of which 70% produced kept output. Efficiency cost €106 more vs last month. €743 is recoverable waste.
Total AI spend
€1,681
6% vs prior period
27M tokens · 321 runs
Yield rate
70%
Share of spend that produced kept output
Cost per accepted unit
€7.09
9% vs prior period
Leverage vs last month
0.92
Paying more for the same output
Efficiency gain
-€106
vs last month's cost per accepted unit
Spend at risk
€865
People with yield below team median
Recoverable waste
€743
Abandoned, rejected and overspend
AI ROI
Locked
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Weekly AI spend vs spend that produced kept output

Spend concentration

38%

of spend comes from the top 2 spenders, who turn 73% of it into kept output.

Top waste signals

View all
  • Abandoned runs that never produce a result€177
    3 people involved
  • Premium model used for trivial tasks€174
    3 people involved

People in Marketing

Recommendation
JW
Jonas Weber
Head of Marketing · Marketing
€32168%€9.110.78
59
Watch
Compare this person's model mix to top performers on the team.
MS
Mia Schulz
SEO Specialist · Marketing
€31979%€6.450.87
66
Watch
Review what changed vs last month (new model, new task type).
OB
Oliver Brown
Copywriter · Marketing
€29646%€29.161.20
39
Bad
Compare this person's model mix to top performers on the team.
HP
Hana Prochazkova
Designer · Marketing
€27273%€7.590.88
62
Watch
Review what changed vs last month (new model, new task type).
LM
Lucas Martin
Growth Marketer · Marketing
€24872%€5.270.94
72
Good
Review what changed vs last month (new model, new task type).
NH
Nina Hoffmann
Content Lead · Marketing
€22585%€3.790.97
83
Good
Review what changed vs last month (new model, new task type).