Institutional procurement is the most forecastable slice of pharma demand. Multilateral cycles recur, ministry tenders publish, and the trade record shows what actually cleared. PharmaDB tags institutional shipments at the warehouse layer and exposes them as a discovery surface for suppliers planning capacity against tender pull. The view is procurement_flows; the join is to molecules. Refresh cadence is weekly.