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Scientific programme · Doctoral-level research in development

Agent-Based Cooperative and Integrative Systems of Enterprises

What changes when software agents become involved in practical cooperation between independent businesses?

The investigation connects digital actions to management, authorisation, a firm's own business context, accountability and measurable economic outcomes.

  • Enterprises
  • Business processes
  • Digital action
  • Accountability
  • Economic outcome

Current work: practical examination and expansion of the empirical evidence base. No defended doctoral dissertation is claimed.

§ 01

The scale of the research problem

Digital systems used to record information, calculate indicators and support individual operations. Software agents add the possibility of preparing business actions: an application, document, supplier interaction, process status or a proposed decision. This makes accountability, permission and quality of context central economic questions.

The question is no longer confined to automating isolated tasks. It concerns how independent enterprises may organise joint economic action in a digital environment.

FIVE LINKS IN THE RESEARCH PROBLEM

Enterprise

The bearer of economic interest, risk, responsibility and an independent business context. It is an organisation that must retain control of its decisions, not merely a node in someone else's platform.

  • K.01

    Coordination

    How independent organisations agree on actions and produce a shared result without losing their autonomy.

  • K.02

    Context

    What information, rules, history and restrictions a digital actor needs before it can act correctly.

  • K.03

    Accountability

    How business decisions, the permission to act and control mechanisms remain connected.

  • K.04

    Efficiency

    How to measure changes in cost, speed, quality and risk rather than count automated operations alone.

§ 02 · Scientific continuity

From the virtual logistics operator to agent-based inter-firm cooperation

The doctoral programme follows an earlier line of research into the virtual logistics operator. The subject has expanded from coordination within supply chains to business processes, operator models and controlled digital action among independent enterprises.

Agent-based cooperative and integrative systems of enterprises

The current work brings together the theoretical concept, a proposed methodology of formation and preparation for wider practical and empirical testing. The doctoral study remains in development.

Stage 5 of 5

This research line moves from coordinating a logistics chain through an information operator towards examining digital action across wider networks of enterprises.

§ 03 · Research structure

Five chapters of one research programme

The investigation moves from defining the object of study to proposing a concept, a repeatable methodology and its assessment through practical evidence. The map is a research plan, not a declaration that all chapters have passed academic evaluation.

Chapter 01 of 05

Theoretical foundations

Guiding question

How are the forms of coordination between enterprises changing in the digital economy?

The chapter examines markets, hierarchies, networks, supply chains, platforms and digital agency. It establishes the economic basis for studying a proposed new class of cooperative systems.

  1. Theory →
  2. Prerequisites →
  3. Concept →
  4. Methodology →
  5. Practical evaluation
§ 04 · Research field

Six questions define the investigation

The programme connects organisation theory, process management, inter-firm cooperation, digital platforms, data economics and the governance of digital action. The questions, rather than settled answers, define the present research field.

QUESTION 01 OF 06

How do digital agents change the boundaries of enterprises and inter-firm cooperation?

A digital environment can bring external software functions close to the everyday processes of legally independent organisations. Which boundaries remain essential?

§ 05 · Practical connection

The practical setting of the research

The scientific programme develops alongside applied digital projects. They offer opportunities to observe enterprise tasks, data requirements, repeatability and organisational limits. This material may help refine questions and broaden the empirical base; it does not by itself establish that the proposed methodology has been validated.

The investigation stands where economic theory, organisational design and real digital processes meet.

Diagnostic and analytical projects

These projects examine management situations, business problems, initial conditions and alternative courses of action. They help define questions for further investigation.

Research setting 1 of 3

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§ 06 · Current status

Moving from methodology towards extended practical examination

The theoretical framework and methodology have been developed. The programme currently focuses on practical assessment, accumulating empirical material and preparing publications. This public description is not evidence of completed doctoral defence or final validation.

  1. 01

    Scientific problem

    Formulated

  2. 02

    Theoretical foundation

    Formulated

  3. 03

    Conceptual structure

    Developed

  4. 04

    Methodology

    Developed

  5. 05

    Practical setting

    In development

  6. 06

    Empirical evidence

    Being extended

  7. 07

    Publication cycle

    Materials being prepared

The research object, its development and the present stage are recorded here; further empirical work remains open.

§ 07 · Authorship

Sergey Sergeevich Shatokhin

Candidate of Economic Sciences, researcher and author of projects in logistics, inter-firm cooperation, digital management systems and organisational-economic models.

Author's doctoral research programme

Agent-Based Cooperative and Integrative Systems of Enterprises

Public research presentation, 2026 · Doctoral-level work in progress.

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