Core Capability
Every meaningful business outcome is shaped by multiple forces acting together.
Demand is influenced by pricing, promotions, seasonality, competition, and macroeconomic conditions. Customer behavior evolves based on experience, context, and external signals. Supply chain performance depends on logistics, inventory, and disruptions.
Capturing this complexity is the core challenge of forecasting.
Many models claim to support multiple inputs, but in practice they treat them as independent signals.
They may incorporate additional variables, but they do not fully model how those variables interact with each other or how their effects change over time. As a result, they miss the structure of the system.
FOUNT approaches this differently. It processes all inputs within a unified framework, allowing it to learn not just individual effects, but relationships between variables. It captures how inputs combine, how their influence evolves, and how changes in one part of the system affect the rest.
Effects that are not proportional to their inputs
Influences that unfold over time, not immediately
Variables that amplify each other when acting together
Separating true drivers from coincidental signals
Because FOUNT learns from large, diverse datasets, it develops an understanding of causal structures that extend beyond any single domain.
This allows it to perform in scenarios where traditional models struggle — such as forecasting for new products, new markets, or new geographies with limited historical data.
Instead of relying purely on past observations, it applies learned relationships to new contexts.
One of the most significant advantages of this approach is its stability over long prediction windows.
Pattern-based models
Degrade rapidly as they extrapolate further into the future
FOUNT
Relies on structural relationships that remain valid over time — forecasts degrade more gradually and remain usable for strategic planning
The value of multivariate forecasting is not just improved accuracy. It is improved understanding.
By modelling how different factors contribute to outcomes, FOUNT provides a clearer view of what is driving performance and where intervention can have the greatest impact.
See how external variables improve forecast accuracy in the interactive playground.
Open PlaygroundFree tier available. No credit card required. Multi-KPI and single-KPI forecasting - production-ready in minutes.