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#decision-support

2 curated events
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
papersTODAY 04:00 UTC

arXiv Paper Proposes Public-Data Toolchain for Venture Lifecycle Decisions

A new arXiv preprint describes a decision-support toolchain built from publicly available data to help founders evaluate ideas before launching and choose operating moves and investors afterward. The system combines time-bounded proposal profiling with market and momentum analysis across stages of a startup's life. It is presented as an academic paper rather than a released product.

arxiv/startups/decision-support/public-data