An assistant that reads your own records
Planned: ask questions about your farm in English or Swahili and get answers grounded in your actual production, costs and sales — never generic advice.
“Wangari's AI assistant is planned to answer questions like 'Which flock is most profitable?' or 'How much feed should I order this week?' using the records the farmer has already kept. It is not switched on today. This page describes what it is being built to do, and it will say so here until it is genuinely live — we would rather show you an honest roadmap than a demo of something that does not work.”
Everything built for real farm conditions
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Grounded in your data
The design rule is that every answer cites the farmer's own records — their real costs and revenue, never industry averages. That is also the moat: records a competitor cannot retroactively collect.
Plain language, either way
Questions in English or Swahili, the way a farmer would actually say them. No commands, no menus, no jargon to learn first.
Shows its working
A number with no explanation is a rumour. Every answer is meant to show the records behind it, so the farmer can check the reasoning rather than trust a black box.
Advisory, never automatic
It proposes; the farmer decides. Automation that silently changes a farm's records is how you lose a user's trust permanently, so nothing gets written without them.
Costs money to run
AI is an expense per user, so cheap models go where they suffice and expensive ones only where the value is proven. It has to earn its keep per farm.
Honest when it does not know
Saying what is missing is the rule this product is built on. If the record does not support an answer, it says so rather than inventing one.
What a farmer would be able to do
Ask it the way you'd say it
'Why are my eggs smaller this month?' No commands, no menus — English or Swahili, at six in the morning.
It reads your records, not the internet
Feed batches, production trends, expenses and sales — and it shows you which records it used.
Follow-ups welcome
'Would charging 10 more shillings have hurt sales?' — checked against the price changes already in the records.
It flags rather than nags
A cost creeping up, a flock underperforming, a vaccination window closing. Surfaced in the action centre, reversible, and never acted on without you.
Why farmers choose Wangari
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