Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country

Marina Petukhova; Olga Agafonova

doi:10.55186/25876740_2026_69_2_185

UDC

338.012

VAK Russia

5.2.3

TECHNOLOGICAL ROADMAP FOR THE DIGITAL TRANSFORMATION OF AGRICULTURE: A UNIVERSAL APPROACH FROM THE FIELD TO THE COUNTRY Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country

АА Аа

Published in INTERNATIONAL AGRICULTURAL JOURNAL · Pages 185–190 · Rubric: Agrarian reform and forms of managing

DOI: https://doi.org/10.55186/25876740_2026_69_2_185

Received: 18.11.2025 Accepted: 24.12.2025 Published: 15.04.2026

Authors

Marina Petukhova

ORCID

Olga Agafonova

ORCID

Marina Petukhova

Academic degree: doctor of economic sciences

Siberian State University of Engineering and Biotechnology vice-rector for development · Russian Federation · Novosibirsk

ORCID

Olga Agafonova

Academic degree: candidate of economic sciences

Siberian State University of Engineering and Biotechnology acting director of the Institute of digital technologies · Russian Federation · Novosibirsk

ORCID

ABSTRACT

The article is devoted to the development of a comprehensive technology roadmap (TRM) for the digital transformation of Russian agriculture, proposing a universal multi-level approach. The research subject is the process of digital transformation of the agricultural sector at the micro- (farm), meso- (region), and macro-levels (country). The aim is to create a structured and adaptable strategic planning tool that synchronizes the efforts of all stakeholders. The methodology is based on a synthesis of international experience (analysis of TRMs from the Netherlands, Germany, the USA, and China) and domestic developments, primarily the foresight methodology of the HSE Foresight Centre, emphasizing the active participation of the expert community. The scientific novelty lies in the development of an original six-stage transformation model (specification, informatization, automation/robotization, digitization, digitalization, digital ecosystem), where each stage details key technologies, managerial decisions, a system of indicators, support tools, and an assessment of required resources for all three levels. The results include a universal template for choosing a transformation path, illustrated by a case study of a specific farm, and a unified matrix visually demonstrating the interconnection of stages and levels. The main conclusion is that successful digital transformation requires not just technology adoption, but systemic, synchronized changes in management, regulation, and workforce training at all levels. The developed TRM is positioned as a practical tool for agribusiness leaders and government authorities, aimed at minimizing risks, optimizing investments, and accelerating the industry's transition to data-driven management and digital ecosystems.

KEYWORDS

digital transformation, agriculture, technology roadmap, micro-level, meso-level, macro-level, stages of digital transformation

Funding

The study was funded by the Russian Science Foundation grant No. 24-78-00028.

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GOST

Petukhova M. S., Agafonova O. V. Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country // . 2026. pp. 185-190. DOI: https://doi.org/10.55186/25876740_2026_69_2_185. (Date of access 20.08.2026).

MLA

Marina Petukhova, Agafonova O. V.. "Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country." (2026): 185-190. DOI: https://doi.org/10.55186/25876740_2026_69_2_185.

APA

Petukhova M. S., Agafonova O. V. (2026). Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country. , 185-190. https://doi.org/10.55186/25876740_2026_69_2_185

Chicago

Marina Petukhova, Agafonova O. V.. "Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country." , no. (2026): 185-190. https://doi.org/10.55186/25876740_2026_69_2_185.

WIKI

{{cite journal | author = Petukhova M. S., Agafonova O. V. | title = Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country | journal = | year = 2026 | pages = 185-190 | doi = 10.55186/25876740_2026_69_2_185 }}

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TECHNOLOGICAL ROADMAP FOR THE DIGITAL TRANSFORMATION OF AGRICULTURE: A UNIVERSAL APPROACH FROM THE FIELD TO THE COUNTRY Technological roadmap for the digital transformation of agriculture: a universal approach from the field to the country

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