Amira Haddad
Head of Support · Customer Support
AH
ROI score
42Watch
Cost per accepted unit is above the team median.
Recommendation
Compare this person's model mix to top performers on the team.
AI spend
€463
11% vs prior period
Yield rate
43%
Team average 61%
Cost per accepted unit
€5.71
Team average €3.44
Leverage vs last month
0.83
187 runs · 81 accepted · 7.5M tokens
Weekly AI spend
Human loops
Accepted47%
Rejected 53% · team 73% accepted
Guidance levelHigh
Runs without result7%
Waste€312
ROI score breakdown
Yield 30%
43
Cost efficiency 25%
29
Trend 20%
37
Model fit 10%
75
Capability use 15%
47
Each component is scored 0–100; 50 means on par with the team median or flat vs last month. Good ≥ 70, Watch 40–69, Bad < 40.
Model mix: spend share vs token share
Premium reasoning model46% spend · 16% tokens
Standard model41% spend · 33% tokens
Fast small model14% spend · 51% tokens
Top skills used
- Meeting notes
- Research synthesis
- Translation
Agents and MCP usage
- Calendar MCP136 runs
- Docs MCP57 runs