Observed arrival · 2026-11-10
StockSense puts medicine stockout forecasts on the record
StockSense describes an open-source workflow for forecasting essential-medicine stockouts at primary health care facilities and planning resupply.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Health logistics officers managing essential-medicine resupply
- Worth noticing
- The sample outlook is labeled synthetic; the described workflow names DHIS2 or LMIS exports, LightGBM, and HiGHS.
Field notes
The described pipeline checks the stock-balance equation, reporting gaps, and outliers before forecasting; it also treats missed reports as a risk signal. Resupply quantities are ranked by risk and medicine criticality within a budget or truck-space constraint. The page names DHIS2 or LMIS exports as inputs and labels its displayed facility outlook synthetic, so the demonstration should not be read as evidence of live operational results.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
⊠LoginAccess appeared gated
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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