Case Study: Sunrock replaces Excel models with a probabilistic financial twin with Blue Orange Digital

Sunrock simulates 10,000 financial scenarios with Blue Orange Digital

The customer, Sunrock, faced challenges with its financial forecasting due to relying on two separate and error-prone Excel models. This system provided only single-point answers and made it impossible to reliably reproduce past what-if scenarios. Blue Orange Digital was engaged to address these operational inefficiencies.

Blue Orange Digital merged the two models into a single, version-controlled probabilistic financial twin built with PyMC and deployed on Microsoft Fabric. This solution replaced deterministic numbers with thousands of Monte Carlo simulations per forecast run, providing a full probability range of outcomes. The results included consolidating two models into one, enabling the exact recall of past scenarios in minutes instead of days, and simulating 10,000 financial scenarios per forecast.

Sunrock