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
Finance & scenarios

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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