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APEX-Agents · GPT-5.4 mini · dual

Task_W135_Camille_Moingeon_2

3/3Pass

GPT-5.4 mini on APEX-Agents: Task_W135_Camille_Moingeon_2 (dual harness). Browse score, rubric, and public trace.

3/3 · Pass
Management Consulting
AI Agents for Cross-Border Regulatory Review
Management Consulting World 135

Grader rubric

Criteria verdict

  1. States that the implied operating profit in 2030 if Lumea were to perform at the midpoint of the industry operating margin range for premium players is $373M

  2. States that the absolute dollar delta between the implied operating profit and Lumea's actual 2030 operating profit target is $19M

  3. States the delta between the implied and target operating profit as a percentage of Lumea's 2030 revenue is 1.0%

Prompt excerpt

Task context

Can you take a look at Lumea's 2025 financial report and the global beauty market analysis and help me double check their margin target? Specifically: a) If Lumea were to reach the midpoint of the premium-player operating margin range (instead of their 2030 target), what would their operating profit be in 2030? b) What's the delta with Lumea's 2030 operating profit target? c) How big is that delta as a % of Lumea's 2030 revenue target? Provide all your answers directly to me here as a message. Round the dollars to the nearest million and % to one decimal.

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