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.
- Jonas Weber€321 · yield 68%
- Mia Schulz€319 · yield 79%
Top waste signals
View all- Abandoned runs that never produce a result€1773 people involved
- Premium model used for trivial tasks€1743 people involved
People in Marketing
| Recommendation | ||||||
|---|---|---|---|---|---|---|
JW Jonas Weber Head of Marketing · Marketing | €321 | 68% | €9.11 | 0.78 | 59 Watch | Compare this person's model mix to top performers on the team. |
MS Mia Schulz SEO Specialist · Marketing | €319 | 79% | €6.45 | 0.87 | 66 Watch | Review what changed vs last month (new model, new task type). |
OB Oliver Brown Copywriter · Marketing | €296 | 46% | €29.16 | 1.20 | 39 Bad | Compare this person's model mix to top performers on the team. |
HP Hana Prochazkova Designer · Marketing | €272 | 73% | €7.59 | 0.88 | 62 Watch | Review what changed vs last month (new model, new task type). |
LM Lucas Martin Growth Marketer · Marketing | €248 | 72% | €5.27 | 0.94 | 72 Good | Review what changed vs last month (new model, new task type). |
NH Nina Hoffmann Content Lead · Marketing | €225 | 85% | €3.79 | 0.97 | 83 Good | Review what changed vs last month (new model, new task type). |