Sales
Lead: Klara Novak · 6 people
Watch
ROI status: Watch. Efficiency is flat or down vs last month.
AI spend €834, of which 59% produced kept output. Efficiency cost €80 more vs last month. €446 is recoverable waste.
Total AI spend
€834
17% vs prior period
13.1M tokens · 265 runs
Yield rate
59%
Share of spend that produced kept output
Cost per accepted unit
€5.24
17% vs prior period
Leverage vs last month
0.86
Paying more for the same output
Efficiency gain
-€80
vs last month's cost per accepted unit
Spend at risk
€416
People with yield below team median
Recoverable waste
€446
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
43%
of spend comes from the top 2 spenders, who turn 58% of it into kept output.
- Klara Novak€180 · yield 80%
- Daniel Moreau€178 · yield 37%
Top waste signals
View all- Abandoned runs that never produce a result€1104 people involved
- Premium model used for trivial tasks€1012 people involved
- Spend on output that gets rejected€891 people involved
People in Sales
| Recommendation | ||||||
|---|---|---|---|---|---|---|
KN Klara Novak Head of Sales · Sales | €180 | 80% | €3.21 | 0.69 | 75 Good | Review what changed vs last month (new model, new task type). |
DM Daniel Moreau Account Executive · Sales | €178 | 37% | €7.17 | 1.02 | 45 Watch | Adopt the high-yield skill or MCP server and pair with a top user. |
JB Julia Berger Sales Ops Analyst · Sales | €154 | 63% | €6.29 | 1.08 | 65 Watch | Protect this workflow and share it as a team playbook. |
MK Martin Kral Sales Development Rep · Sales | €131 | 54% | €10.93 | 0.84 | 46 Watch | Compare this person's model mix to top performers on the team. |
ES Eva Svobodova Account Executive · Sales | €107 | 58% | €7.43 | 0.87 | 58 Watch | Review what changed vs last month (new model, new task type). |
TH Tomas Horak Account Executive · Sales | €84 | 67% | €3.08 | 0.94 | 79 Good | Review what changed vs last month (new model, new task type). |