GreenBio – Multi-channel AI Chatbot for Agricultural Consulting
How GreenBio transformed agricultural consulting with a 3-layer AI solution: technical advice, sales conversion, and post-purchase customer care across Messenger and Zalo.
Key results
What this business measured.
These are results this business measured in its own context — scale, data, sales channels and rollout all differ. The figures are there to show the kind of change that is possible, not a commitment for any other project.
The transformation
From challenge to result.
Step 1
Challenge
Background
GreenBio (greenbio.vn) specialises in biological agricultural products, serving farmers and agricultural users across Vietnam. Their customers often need real-time, context-specific advice for a range of farming situations.
Key challenges
- Complex technical inquiries: Farmers ask about specific plant diseases and cultivation problems — yellowing leaves, rice diseases, crop growth issues — that require expert knowledge.
- Visual diagnosis needs: Users frequently send photos of plant problems that need image-based assessment.
- A multi-stage customer journey: Customers need support from technical consultation through to purchase and post-sale usage guidance.
- Multi-channel presence: Customers interact through several platforms, requiring a consistent experience across Messenger and Zalo OA.
Step 2
Solution
The 3-layer AI solution
InCard deployed a comprehensive 3-layer AI system built specifically for agriculture:
Layer 1: technical and expert advice
- A question-and-answer system on plant diseases and cultivation problems
- Contextual answers on yellowing leaves, rice diseases and crop growth issues
- Image recognition to assess plants from photographs
Layer 2: sales advice
- A move from technical advice to product suggestions
- Products recommended on the basis of the problem identified
- Relevant promotions surfaced to help close the sale
Layer 3: post-purchase customer care
- Continuous support while the product is being used
- Care and maintenance guidance
- Upsell and cross-sell opportunities
Multi-channel integration
Deployed seamlessly across Messenger and Zalo OA for a consistent customer experience.
Step 3
Results
Business impact
The 3-layer AI rollout transformed how GreenBio engages customers and sells:
- Better advice: Professional technical advice 24/7, with contextual understanding.
- Higher conversion: A smooth move from technical advice to product suggestions improved the close rate.
- More repeat purchases: AI care after the purchase increased loyalty and repeat orders.
- Successful upselling: Intelligent product suggestions during the care phase generated extra revenue.
- Multi-channel reach: A consistent experience across Messenger and Zalo OA widened the customer touchpoints.
About the client
GreenBio
Next step
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