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
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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 65% of it into kept output.
- Lena Fischer€318 · yield 71%
- Viktor Simek€316 · yield 58%
Top waste signals
View all- Spend on output that gets rejected€1451 people involved
- Abandoned runs that never produce a result€1272 people involved
- Premium model used for trivial tasks€741 people involved
People in Product
| Recommendation | ||||||
|---|---|---|---|---|---|---|
LF Lena Fischer Head of Product · Product | €318 | 71% | €6.58 | 0.79 | 72 Good | Review what changed vs last month (new model, new task type). |
VS Viktor Simek Data Analyst · Product | €316 | 58% | €15.92 | 1.11 | 51 Watch | Compare this person's model mix to top performers on the team. |
LK Laura Keller Product Manager · Product | €292 | 43% | €13.64 | 1.17 | 47 Watch | Compare this person's model mix to top performers on the team. |
FN Filip Nemec UX Researcher · Product | €269 | 77% | €5.29 | 0.90 | 80 Good | Review what changed vs last month (new model, new task type). |
CD Chloe Dubois Product Analyst · Product | €245 | 47% | €23.51 | 1.29 | 44 Watch | Compare this person's model mix to top performers on the team. |
AV Adam Vesely Product Manager · Product | €222 | 72% | €5.96 | 1.02 | 79 Good | Protect this workflow and share it as a team playbook. |