Agrtech As a Service Model: Bridging Agricultural Constrains for Smallholder and Commercial Farmers

This paper examines Agritech as a Service (AaaS) model as a strategic response to the structural constraints confronting smallholder and commercial farmers. Drawing on secondary literature, industry reports and empirical case evidence, the analysis identifies the core logic of access-based service delivery and maps the principal business-model variants currently operating in low- and middle-income countries. Findings indicate that Technology as a Service, pay as you go, subscription, freemium and hybrid platforms lower capital barriers for smallholders while enabling data integration and operational optimisation for larger farms. Persistent challenges include demand density, digital literacy, working capital intensity and last mile reliability. The paper concludes that effective AaaS design must be scale differentiated and embedded within complementary finance, infrastructure and market systems if it is to contribute meaningfully to productivity, resource efficiency and climate resilience.

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Publication Details

Journal
Iconic Research and Engineering Journals
Published
2026-09-11
DOI
https://doi.org/10.64388/irev10i3-1723015
Primary Topic
ICT in Developing Communities
Type
article
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article

Agrtech As a Service Model: Bridging Agricultural Constrains for Smallholder and Commercial Farmers

Joseph Ojomugbo Bala, Mohammed Musa Saleh, Musa Garba Baba, Abubakar Umar Gachi
Iconic Research and Engineering Journals
ICT in Developing Communities
article

Agrtech As a Service Model: Bridging Agricultural Constrains for Smallholder and Commercial Farmers

Joseph Ojomugbo Bala, Mohammed Musa Saleh, Musa Garba Baba, Abubakar Umar Gachi
article en

Abstract

This paper examines Agritech as a Service (AaaS) model as a strategic response to the structural constraints confronting smallholder and commercial farmers. Drawing on secondary literature, industry reports and empirical case evidence, the analysis identifies the core logic of access-based service delivery and maps the principal business-model variants currently operating in low- and middle-income countries. Findings indicate that Technology as a Service, pay as you go, subscription, freemium and hybrid platforms lower capital barriers for smallholders while enabling data integration and operational optimisation for larger farms. Persistent challenges include demand density, digital literacy, working capital intensity and last mile reliability. The paper concludes that effective AaaS design must be scale differentiated and embedded within complementary finance, infrastructure and market systems if it is to contribute meaningfully to productivity, resource efficiency and climate resilience.

Iconic Research and Engineering JournalsVol. 10(3)
National Space Research and Development Agency (NG)
Openalex Percentile: Top 4%
ICT in Developing Communities
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Agrtech As a Service Model: Bridging Agricultural Constrains for Smallholder and Commercial Farmers — Joseph Ojomugbo Bala, Mohammed Musa Saleh, et al. · Iconic Research and Engineering Journals (2026) | TGRS Research Map | TGRS