Data & business analytics
Project 06 · Corporate finance
Finance & scenarios
Income statement, budget vs. actuals, cash flow, working capital, and a scenario simulator to anticipate liquidity over the next 12 months.
Client: Cumbre Alimentos · fictitious, simulated data
Revenue (history, COP)
$ 542 mil M
EBITDA margin
18,5%
Projected minimum cash
$ 2.519 M

The challenge
Cumbre Alimentos’ finance team closed each month in Excel and answered two questions too late: why does margin miss budget, and is there enough cash if raw materials rise or customers pay later?
Python · Power Query · DAX (parámetros what-if) · Power BI
Key findings
- Revenue of COP 155,917 M (96.9% of budget) with a 19.9% EBITDA margin.
- Administration is the most over-spent cost center (108.6% of budget).
- The cash conversion cycle went from 53 to 57 days; every 5 extra days of receivables tie up about COP 3,145 M.
Capabilities shown
- What-if simulator: price, volume, raw materials, receivables
- 12-month cash projection
- Budget to date, excluding future months
- Waterfalls from revenue to profit
Dashboard tour
7 views. Click any view to enlarge it.
Live interactive dashboard
Use the filters and the navigation menu inside the dashboard, just as a manager would.
Data & business analytics
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