B
NARRATIVE VALUE
Certainty
●●○ medium
ABCDEFG
There is no confirmed −; independently verified + decide the position (B). No unreachable strike-through.= non-additive meter
As of: 2026-Q4Status: ActiveCeiling reason: No confirmed −
History2026-Q4BHistory grows each quarter
Jokalante: Farming information by voice, for people who cannot read. The letter is B; certainty is medium. Unconfirmed concerns are placed under “Watching.” (As of 2026-Q4; estimate based on public information.)
Main narrative
In rural Senegal the season can pass before the farming information arrives. Many people find reading and writing difficult, so neither paper nor the internet reaches them. Jokalante, founded by Ndèye Amy Kébé, fills that gap with the voice.
It broadcasts in seven languages - Wolof, Serer, Pulaar, Jola, Mandinka, French and English - sending weather, planting times and pest information by voice message and SMS. An interactive voice response line means advice can be had by telephone without the internet. And it is not one-way: farmers send questions, report difficulties, and share what they have seen in the field. In 2024 it launched "Nafoore", a voice chatbot built on generative AI that tailors its answers to weather, soil type and crop. In 2025 it received the Impact prize at Challenge+ Dakar, run by HEC Paris.
One person’s story (N1)
+ A single story
The benefit appears collectively. Even if you cannot read, advice comes back in your own language when you telephone. Weather, planting times and pest information go out by voice message and SMS in seven languages - Wolof, Serer, Pulaar, Jola, Mandinka, French and English - and the interactive voice line needs no internet. Farmers send questions, report difficulties and share what they have seen in the field. Since 2024 a generative-AI voice chatbot has also been running. Nature of sources: independent (African technology media and an agricultural network).
Source nature: We Are Tech Africa / Inter-réseaux / T2 industry media. Positive effects are not used to offset negatives.
Positive / negative effects
+ effects
- The positive side of this assessment rests on the single story (N1) above and its source. A per-item ledger of positive effects has not yet been compiled for this organization.T2 industry media
Watching (unconfirmed; not counted in the assessment)- No independent verification of reach or effect
- traceability and EUDR claims uncorroborated by third parties
Looking ahead (not included in the assessment)- Expanding traceability services and the crops and regions covered by the voice AI.
A second look
No independent material could be found on how many farmers are reached, or on how the advice affects harvests or incomes. The traceability services the company advertises - producer enrolment, pre-season contracting, EUDR compliance - rest at present on its own description with no third-party corroboration. Nor is there published verification of the accuracy of the voice AI's advice.
Sources
+N1We Are Tech Africa / Inter-réseaux｜Ndeye Amy Kebe simplifie l'accès aux informations agricoles / La Sénégalaise qui envoie de bonnes ondes aux paysans｜2026｜🔗
How to read this assessment
A Independently verified +, with no confirmed −
B Leans +, with independent backing
C Mixed. A confirmed − sets the ceiling, or much is unverified
D A serious confirmed − sets the ceiling
E A serious − reaches the core of the organization
F Serious and systemic, with little redeeming +
G Only extreme cases
Out of scope An entity whose core purpose is illegal
On hold Independent evidence is scarce on both + and −
- Reachable upper bound (ceiling): a confirmed − sets the ceiling, and independently verified + decide the position within it. + do not cancel out −.
- The weight of evidence is not symmetric: only confirmed − are counted; the volume of disputes or allegations goes under “Watching.” + are counted from independent evidence, while an organization’s own PR is treated as “reference.”
- Size is not value: scale is not used in the assessment. Matters that stay within money or competition—investors, shareholders, sanctions, trade secrets—are also excluded.
- The letter (assessment) and certainty (how reliable the information is) are separate axes.
This is a translation; the Japanese version is authoritative. The assessments here are generated automatically by AI based on published criteria. The operator does not alter individual results. Because they are AI-generated they may contain errors, and they are opinion and commentary, not statements of fact. Where evidence is insufficient, the entry is marked “On hold.” Requests for correction are accepted via the form.
Terms: Narrative Value = an assessment (A–G) of the distance between the narrative an organization tells and its reality / Ceiling meter = a visualization of the reachable upper bound / Watching = unconfirmed matters not counted / Protected stakeholders = people, animals, nature, and future generations. | Generated by: AI | As of: 2026-Q4 | Back to top