Mantias (mantias.ch)

Mantias (mantias.ch) — A network-science model of pharmaceutical production and supply, built to treat the supply chain as a system rather than a supplier list. It connects fragmented evidence into a single production graph — staged upstream-to-downstream production structure with handoffs and transfer signals between nodes — and derives system-level diagnostics per node and per network: system exposure, constraint, concentration, propagation and optionality. The stated differentiator is surfacing concentration and interdependence that supplier-by-supplier views miss, then reasoning forward t…

Mantias (mantias.ch) offers (Alternative, Supply Chain, Reference) — Not published — and the public demonstration is explicitly annotated 'Illustrative model · synthetic data only', so the visible figures are placeholders, not corpus size. The real graph's node and edge counts are unknown and are the first thing to establish: whether the production structure covers hundreds or tens of thousands of nodes, and over which product universe, determines whether this is a research artefact or a licensable dataset..

Pharmaceutical shortage early-warning and dependency-risk modelling; single-point-of-failure identification across API and formulation supply; scenario simulation of disruption propagation for continuity planning; regulatory and public-health policy analysis of supply concentration at national or bloc level; resilience benchmarking of procurement portfolios; insurance and credit underwriting on manufacturing exposure; and as training or validation data for graph-neural and cascade models on economic networks — the leverage-node counterfactual labels are a genuinely unusual supervision target.

Coverage spans Europe, US; Pharmaceuticals, Application Software; alternative, supply_chain, reference; equities.