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Decision support tools
Cassava
growers
Extension
worker
Cloud-based
prediction engine
Extrapolate recommendations
Predict response to intervention
Understand Agronomy × Environment
Printable guides / maps
Smartphone app
Short code messages
IVR
DB logging requests
: a digital service to provide tailored agronomic advice
Our DST formats
app printable
guides
Printable guides
Printable guides
• Simplified versions of the digital versions
• Less dynamic than the digital tools: some input variables are fixed
• Can be printed and taken home by the farmer
• Combines recommendations with accompanying instructions
• Higher retention and understanding of the logic of the tool
• Attractive for extension workers to use as training material
• Customizable for partners with logos and product brands
Accompanied by farmer’s worksheet
Black & white version to
simplify calculation of the
recommendations.
Can be completed by the
farmer with the help of an
extension worker.
Annexes: tables and maps
The AKILIMO app
Available for android on
google play store
The AKILIMO app
• Intended for use by trained extension workers
• Most complex version of the decision support tool, highest granularity and
fully tailored recommendations
• All variables are dynamic, some are compulsory, for others default values
are available
• All input data collected offline and queued, sent to an R server when
online, recommendations then calculated and returned
• Recommendations shown within the app, and/or sent by email in
a pdf report, or by SMS
• Refers to training videos for accompanying instructions
Higher granularity…
Higher granularity…
Cassava
growers
Extension
worker
Cloud-based
prediction engine
Extrapolate recommendations
Predict response to intervention
Understand Agronomy × Environment
Printable guides / maps
Smartphone app
DB logging requests
: a digital service to provide tailored agronomic advice
You have a job to do…
On a green card, note down what positively surprised you.
On a yellow card, note down suggestions for further improvement to the
modelling framework or the validation exercise setup.
On a red card, note down critical issues that need addressing.
Indicate whether your comment applies to a format / partner,
or is cross-cutting / applies to all formats / partners.

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AKILIMO app and paper decision support tools

  • 2. Cassava growers Extension worker Cloud-based prediction engine Extrapolate recommendations Predict response to intervention Understand Agronomy × Environment Printable guides / maps Smartphone app Short code messages IVR DB logging requests : a digital service to provide tailored agronomic advice
  • 3. Our DST formats app printable guides
  • 5. Printable guides • Simplified versions of the digital versions • Less dynamic than the digital tools: some input variables are fixed • Can be printed and taken home by the farmer • Combines recommendations with accompanying instructions • Higher retention and understanding of the logic of the tool • Attractive for extension workers to use as training material • Customizable for partners with logos and product brands
  • 6. Accompanied by farmer’s worksheet Black & white version to simplify calculation of the recommendations. Can be completed by the farmer with the help of an extension worker.
  • 8. The AKILIMO app Available for android on google play store
  • 9. The AKILIMO app • Intended for use by trained extension workers • Most complex version of the decision support tool, highest granularity and fully tailored recommendations • All variables are dynamic, some are compulsory, for others default values are available • All input data collected offline and queued, sent to an R server when online, recommendations then calculated and returned • Recommendations shown within the app, and/or sent by email in a pdf report, or by SMS • Refers to training videos for accompanying instructions
  • 12. Cassava growers Extension worker Cloud-based prediction engine Extrapolate recommendations Predict response to intervention Understand Agronomy × Environment Printable guides / maps Smartphone app DB logging requests : a digital service to provide tailored agronomic advice
  • 13. You have a job to do… On a green card, note down what positively surprised you. On a yellow card, note down suggestions for further improvement to the modelling framework or the validation exercise setup. On a red card, note down critical issues that need addressing. Indicate whether your comment applies to a format / partner, or is cross-cutting / applies to all formats / partners.