
← The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations7 Sept · 10 min
How Data Teams Measure ROI Beyond Accuracy
We explore the hidden gap between model accuracy and actual business value, using a specific case where a retail giant’s high-precision inventory model failed to move product. Lucas and Luna break down why optimizing for F1 scores can lead to zero return on investment, and how leading data teams are shifting toward causal inference and marginal lift modeling to prove true economic impact. This is not about better algorithms, it is about better accounting.
#DataScience #MachineLearning #BusinessROI #ModelImpact #CausalInference #LiftModeling #RetailAnalytics #SupplyChainOptimization #LucasAndLuna #FexingoBusiness #BusinessPodcast #TechTrends2026 #DataStrategy #EconomicValue #PredictiveAnalytics #OperationalEfficiency #DecisionScience #DataLeadership
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