Model Validation
Everything in Fospha’s modelling pipeline—from reconciliation to granular MMM outputs—is designed to mirror how your marketing actually works.
But we don’t stop there. We pressure-test it, every single day.
We validate our models rigorously with daily retraining, back-testing, and quality checks.
Tailored hyper-parameter tuning
We don’t use one-size-fits-all templates. Fospha’s Daily MMM automatically adapts to your data, optimizing key model settings like training windows and segment splits—so the fit is always right for your business.
Back-tested to build trust
We run your model on past data to show exactly how it would have performed. You get real-world evidence before relying on a forecast or recommendation.
Daily retraining + QA
Every day, your model updates with the latest data—and we rigorously test each version on unseen data. If it doesn’t meet our accuracy thresholds, it doesn’t make it into your dashboard.
Model Validation: The Glass Box
Fospha’s modelling isn’t a black box.
We call it The Glass Box, with daily visible test metrics you can review for assurance.
The result?
A model you can trust. Outputs you can explain. And marketing decisions grounded in real, validated insight.
