Case study · Agriculture
Farm questions, answered by voice
A voice-enabled advisory assistant that guides farmers with personalized crop advice, pest control and treatment recommendations, drawn from FG’s own knowledge repository, in their native languages.
Ask out loud, in your own language, and get advice you can act on.
Farmer Advisory Assistant · The design goal
The case file
From challenge to outcome.
Step 01
The challenge
Advice depended on reaching an agronomist or field officer, written apps and documents didn’t suit every farmer, and general advice wasn’t tailored to the farmer’s crop.

Step 02
Our approach
A voice-first advisory engine. The farmer speaks a question, the assistant interprets it and draws on FG’s knowledge repository for crop, pest and treatment guidance.

Step 03
The solution
Personalized recommendations returned by voice, in the farmer’s native language, with no reading or typing needed.

Step 04
From waiting for advice to answers by voice
- 563Farmer queries answered by the assistant.
- VoiceFarmers ask out loud, in their native languages.
- PersonalCrop advice, pest control and treatment recommendations.

FAQ
Questions about Farmer Advisory Assistant.
The short answers, in the order teams usually ask them.
What is the Farmer Advisory Assistant?
A voice-enabled AI assistant that gives farmers personalized crop, pest and treatment advice.
Do farmers need to read or type?
No. They ask by voice in their native language.
Where does the advice come from?
FG’s own knowledge repository.
Does it replace agronomists?
No. It answers everyday questions instantly, so experts can focus on the cases that need them.
What has it delivered so far?
563 farmer queries answered.
How do we get started?
Pilot with one farming community.
Pilot the Farmer Advisory Assistant
with one farming community.
Bring the challenge. Bring the ambition.
We’ll show you what it looks like on your own data.


