The most important decisions are never about the present. They are about what will happen in three months, six months, or next year. Yet most companies still plan based on historical data and static assumptions, without a structured method for incorporating the signals the external environment is already sending.
Cristoforo develops estimates and projections for the external variables influencing business by combining structured data, historical series, and market dynamics with forecasting and machine learning models. These are not absolute predictions, but well-founded and methodologically sound inputs that allow decision-makers to reason based on concrete scenarios rather than intuition.
The result is tangible support for planning: understanding in advance where raw material prices are headed, how demand might evolve in a target market, which macroeconomic trends are taking shape, and how they could impact margins, costs, and opportunities.
Models are continuously trained and updated on available data, ensuring projections improve over time and remain anchored to business reality. Today’s signals transformed into quantitative inputs for tomorrow’s decisions.