{"success":true,"filters":{"role":"finance","difficulty":null,"search":null},"scenarios":[{"id":"demo-finance-analysis","title":"Expense Report Review","role":"Finance","vertical":"Finance","productLine":"AIducation for Finance","duration":"10 min","skillAtoms":["Check calculations before sending AI-assisted analysis","Separate signal from noise in financial variance review","Communicate controls concerns diplomatically"],"toolMissions":["Excel AI","ChatGPT","Copilot"],"icon":"💰","context":"You are a Finance Analyst reviewing a sales team's Q3 expense report. You've noticed the following:\n\n- Travel expenses: $45,000 (up 60% from Q2's $28,000)\n- Client entertainment: $12,000 (up 40% from Q2's $8,500)\n- Software subscriptions: $8,000 (new line item - wasn't in Q2)\n- Revenue closed by sales team: Q3 = $2.1M, Q2 = $1.8M (17% increase)\n- Company policy: T&E should not exceed 3% of revenue generated\n\nWrite an email to the Sales Director summarizing your analysis and any concerns or recommendations. You need to be diplomatic since you don't have direct authority over the sales team.","rubric":{"accuracy":{"max":3,"description":"Calculations are correct and analysis is data-driven"},"communication":{"max":3,"description":"Professional tone that balances diplomacy with clarity"},"recommendations":{"max":2,"description":"Provides actionable, reasonable recommendations"},"policy_awareness":{"max":2,"description":"References relevant policies and their implications"}},"difficulty":"medium","idealBehaviors":["Calculate T&E as percentage of revenue for both quarters","Acknowledge the revenue growth context","Flag specific areas of concern with data","Ask clarifying questions about the new software expense","Maintain a collaborative rather than accusatory tone","Suggest next steps for resolution"],"sampleResponses":[{"type":"good","response":"Subject: Q3 Sales T&E Review – Request for Quick Discussion\n\nHi [Sales Director],\n\nI've completed my review of the Sales team's Q3 expense report. First, congratulations on the 17% revenue growth to $2.1M – strong quarter!\n\n**Quick Summary:**\nI wanted to flag a few items for our alignment, particularly as they relate to our T&E policy (3% of revenue cap).\n\n| Expense Category | Q2 | Q3 | Change |\n|-----------------|-----|-----|--------|\n| Travel | $28,000 | $45,000 | +60% |\n| Client Entertainment | $8,500 | $12,000 | +41% |\n| Software (new) | $0 | $8,000 | New |\n| **Total T&E** | $36,500 | $65,000 | +78% |\n| **As % of Revenue** | 2.0% | 3.1% | +1.1pp |\n\n**Observations:**\n- Q3 T&E is slightly above our 3% policy threshold (3.1% vs. 3.0%)\n- Travel increase (+60%) outpaced revenue growth (+17%)\n- New software subscription needs to be categorized for proper budget tracking\n\n**Questions:**\n1. Was the travel increase tied to specific deals or a new territory strategy? Context would help me forecast Q4 accurately.\n2. What's the $8K software subscription? I want to make sure it's assigned to the right cost center.\n\n**Suggestion:**\nWould a 15-minute call work this week? I want to understand the context before finalizing my report to leadership. Not looking to cut productive spending – just want to make sure we're properly tracking and forecasting.\n\nBest,\n[Your name]"}]}],"counts":{"total":1,"easy":0,"medium":1,"hard":0},"roleCoverage":[{"role":"support","roleLabel":"Support","productLine":"AIducation for Support","firstWedge":true,"demoScenarioId":"demo-angry-customer","scenarioCount":1},{"role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","firstWedge":false,"demoScenarioId":"demo-sales-outreach","scenarioCount":1},{"role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","firstWedge":false,"demoScenarioId":"demo-marketing-copy","scenarioCount":1},{"role":"hr","roleLabel":"HR","productLine":"AIducation for HR","firstWedge":false,"demoScenarioId":"demo-hr-policy","scenarioCount":1},{"role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","firstWedge":false,"demoScenarioId":"demo-finance-analysis","scenarioCount":1},{"role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"demoScenarioId":"demo-engineering-code-review","scenarioCount":1},{"role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"demoScenarioId":"demo-product-prd","scenarioCount":1},{"role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","firstWedge":false,"demoScenarioId":"demo-executive-rollout","scenarioCount":1},{"role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","firstWedge":false,"demoScenarioId":"demo-operations-sop","scenarioCount":1},{"role":"students","roleLabel":"Students","productLine":"AIducation for Students","firstWedge":false,"demoScenarioId":"demo-student-research","scenarioCount":1},{"role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","firstWedge":false,"demoScenarioId":"demo-teacher-lesson","scenarioCount":1},{"role":"government","roleLabel":"Government","productLine":"AIducation for Government","firstWedge":false,"demoScenarioId":"demo-government-service","scenarioCount":1},{"role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","firstWedge":false,"demoScenarioId":"demo-healthcare-admin-message","scenarioCount":1},{"role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","firstWedge":false,"demoScenarioId":"demo-legal-contract","scenarioCount":1},{"role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","firstWedge":false,"demoScenarioId":"demo-small-business-campaign","scenarioCount":1}]}