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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: April 2026
Volume 11 | Issue 4
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 119
Article Submitted : 23355
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Total Authors : 23952
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| Paper Title: | AI-DRIVEN SCALABLE ADVISORY PLATFORMS FOR SMALLHOLDER FARMERS: A MULTI-COUNTRY INDUSTRY CASE STUDY |
| Authors Name: | Javed Ahmed |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_211474
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| Published Paper Id: | IJRTI2604134 |
| Published In: | Volume 11 Issue 4, April-2026 |
| DOI: | |
| Abstract: | Smallholder farmers often receive fragmented, infrequent and high-cost agronomic support through field-intensive advisory models. This paper presents a multi-country industry case study of AI-driven digital advisory platforms implemented across India, Indonesia and the Philippines between 2023 and 2025. The interventions combined mobile advisory, conversational AI and crop-based personalization to deliver crop-stage guidance, problem diagnosis support and locally relevant agronomic nudges at scale. Across the portfolio, the platforms lowered service delivery cost to less than one-tenth of the prior physical model, reduced average query-resolution time by around 80 percent in conversational use cases, and expanded support to hundreds of thousands of farmers. The paper argues that scalable digital advisory succeeds when technical design is combined with local language content, agronomic workflow mapping, and country-specific adoption design. The findings contribute practical evidence for industry-led digital extension models in emerging agricultural markets. |
| Keywords: | digital agriculture, smallholder farmers, AI advisory, chatbot, agronomic extension, industry case study |
| Cite Article: | "AI-DRIVEN SCALABLE ADVISORY PLATFORMS FOR SMALLHOLDER FARMERS: A MULTI-COUNTRY INDUSTRY CASE STUDY", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 4, page no.b10-b12, April-2026, Available :http://www.ijrti.org/papers/IJRTI2604134.pdf |
| Downloads: | 00048 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2604134
Registration ID:211474
Published In: Volume 11 Issue 4, April-2026
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Page No: b10-b12 Country: Singapore, Singapore, Singapore Research Area: Other Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2604134 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2604134 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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