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context-aware forecasting

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papersTODAY 04:00 UTC

arXiv Paper Proposes Human-Supervised Architecture for Pharma Sales Forecasting

A new arXiv preprint introduces Phorecaster365, a reference architecture that combines automated forecasting with human oversight for pharmaceutical sales and planning decisions. The work argues that forecast interpretation depends on context such as inventory levels, transaction semantics, product lifecycle stage, and the information available at the time each forecast was made. It is positioned as a decision-support design rather than a deployed commercial system.

forecasting/pharma/decision-support/arxiv