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Analysis

Sales Forecasting for a SaaS Scale-Up Moving Upmarket

FreeVerified credential3 weeksAdvanced

Overview

What this challenge is about.

You are given historical MRR data, enterprise pipeline data (deal size, stage, probability), and churn rates. Your task is to build a dynamic Excel model that forecasts MRR using separate components: PLG growth (using a trend + seasonality model) and enterprise deals (using a probabilistic model). Implement a VBA macro to run a Monte Carlo simulation (at least 1000 iterations) that outputs a distribution of possible MRR outcomes. Success means the model produces a 90% confidence interval for MRR and identifies key drivers of uncertainty.

CredentialBlockchain-anchored
ShareableLinkedIn-ready
LanguageEnglish
PaceSelf-paced

The Brief

What you'll do, and what you'll demonstrate.

Develop a spreadsheet-based Monte Carlo simulation to forecast MRR for a SaaS company transitioning from PLG to enterprise sales.

Earning criteria — what you'll demonstrate

  • Build a multi-component forecasting model in Excel
  • Implement Monte Carlo simulation using VBA
  • Analyze uncertainty and sensitivity in business forecasts
  • Apply SaaS metrics (MRR, churn, LTV) in a spreadsheet model

Program Fit

Where this fits in your program.

Sharpens the same skills your degree expects you to demonstrate.

Skills

Skills you'll demonstrate.

Each one shows up on your verified credential.

Careers

Roles this prepares you for.

Real titles. Real skill bridges. Pick the one closest to your trajectory.

Career mappings coming soon.

One more thing

You can put a credential on your CV by Friday.

Sales Forecasting for a SaaS Scale-Up Moving Upmarket | Ewance Challenge