UNDP Digital X (2022) Report (multilateral / development partner)

Digital X Solution: Ignitia

United Nations Development Programme

Ref: SRC-002-MLI-003

https://digitalx.undp.org/catalogs/ignitia.html

Accessed: 3/23/2026

Summary

UNDP Digital X catalog entry describing Ignitia as providing climate-smart decision-making through accurate weather forecasts and agricultural advisory delivered via SMS. Confirms operations in Mali and seven other West African countries. Details the physics-based modeling approach with parameterisation schemes and ensemble methodology tailored for tropical conditions, and a 7-keyword SMS design developed after 120 trials.

View Harvard reference

United Nations Development Programme (UNDP) (n.d.). Digital X Solution: Ignitia. UNDP Digital X. Available at: https://digitalx.undp.org/catalogs/ignitia.html (Accessed 23 Mar 2026).

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Linked Cases (1)

MLI-003 MLI Operational Deployment (Limited Rollout)

Ignitia Climate Advisory (SMS weather advice for smallholders).

Social assistance Classical ML