Rising Kashmir
“farmers can directly interact with SKUAST-K experts”
Coverage of the e-Plant Health Clinic app’s inauguration at SKUAST-Kashmir.
Plant Health Clinic
Farmers send photos, symptoms, and voice notes from the field. Vizier drafts a diagnosis. A SKUAST-K expert reviews it and sends the advice.
- Product design
- Farmer app
- Expert workflow
Care, a little closer.
Farmers use the Android app to send a plant photo, voice note, and short symptom form. Plant pathologists at SKUAST-Kashmir review each case in a web dashboard, confirm the diagnosis, and send a treatment plan.
The Vice-Chancellor launched the system at the Directorate of Extension. It runs on Cloudflare, so the institution can handle cases without maintaining a server.
- Role
- Product + full-stack + AI
- Interfaces
- Farmer app and expert dashboard
- Institution
- SKUAST-Kashmir
- Public milestone
- App inaugurated · 18 May 2026
Take a closer look.
Open a capture to explore the complete interface.
Farmer home
A clear starting point for a farmer with a plant-health concern.
Open original capture
Report a problem
A focused interface for documenting the plant problem.
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Photo guidance
Photography guidance at the moment it is useful.
Open original captureHow it works.
Vizier uses SKUAST-K pathology material to prepare a draft.
SKUAST-K plant-pathology material is stored in one searchable library.
The system retrieves passages that match each case.
Vizier uses those passages to prepare the draft diagnosis.
Treatment suggestions are limited to approved or locally available chemicals.
Vizier is the AI component in this workflow. It retrieves relevant reference material and prepares a draft; SKUAST-K experts decide what advice is sent.
Inside the system.
The flows, sources and review points behind the interface.
The diagnostic loop
A field report becomes a reviewed advisory. The advice returns to the farmer; expert corrections return to the reference library.
- FarmerPhotos, audio and symptoms
- Case created
- VizierDraft diagnosis
- ExpertTriage and confirmation
- Official advisoryTreatment plan sent to the farmer
The reference loop keeps expert corrections connected to future drafts.
- ExpertCorrections
- SKUAST reference library
- VizierSources for the draft
Evidence used for a draft
The AI draft is prepared from the case and retrieved pathology material. The expert reviews the diagnosis and treatment plan before advice is sent.
- CaseImage and symptoms
- Retrieve evidenceSimilar cases and SKUAST advisories
- Reference librarySKUAST pathology in Vectorize
- Reason over evidenceMultimodal Vertex AI
- Draft diagnosisRegion-approved chemicals only
Built for the case and the expert.
Let the farmer show the problem.
Photos, voice notes and symptom details form one case. Photography guidance appears in the farmer app, while offline support and notifications are part of the Android workflow.
Keep the expert responsible for the advisory.
Vizier prepares a draft from the case and relevant SKUAST pathology material. A plant pathologist reviews the evidence, confirms the diagnosis and sends the treatment plan.
Keep corrections useful.
Expert corrections are retained for testing and connected to the reference loop. The review record remains part of the system, alongside the original field evidence.
Built around
the job.
Crop diagnosis system.
- Farmers can send images, audio, and symptom details
- Search SKUAST advisories and past cases
- Treatment suggestions use approved or locally available chemicals
- Each case includes a draft diagnosis for review
- Expert corrections are saved for testing
- The Android app works offline and sends push notifications
Technology
React 18 · TypeScript · Capacitor · Cloudflare Workers (Hono) · D1 · R2 · Vectorize · Vertex AI · Firebase Auth + FCM
In the news.
Coverage related to Plant Health Clinic.
From the product.
Actual farmer-app captures from the Plant Health Clinic review build, 20 September 2026. Medical and agricultural advice is not provided through this portfolio viewer.
