Northwind Group / Teams
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Sales

Lead: Klara Novak · 6 people

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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.

Top waste signals

View all
  • Abandoned runs that never produce a result€110
    4 people involved
  • Premium model used for trivial tasks€101
    2 people involved
  • Spend on output that gets rejected€89
    1 people involved

People in Sales

Recommendation
KN
Klara Novak
Head of Sales · Sales
€18080%€3.210.69
75
Good
Review what changed vs last month (new model, new task type).
DM
Daniel Moreau
Account Executive · Sales
€17837%€7.171.02
45
Watch
Adopt the high-yield skill or MCP server and pair with a top user.
JB
Julia Berger
Sales Ops Analyst · Sales
€15463%€6.291.08
65
Watch
Protect this workflow and share it as a team playbook.
MK
Martin Kral
Sales Development Rep · Sales
€13154%€10.930.84
46
Watch
Compare this person's model mix to top performers on the team.
ES
Eva Svobodova
Account Executive · Sales
€10758%€7.430.87
58
Watch
Review what changed vs last month (new model, new task type).
TH
Tomas Horak
Account Executive · Sales
€8467%€3.080.94
79
Good
Review what changed vs last month (new model, new task type).