Manufacturing Digitalization as a Substitute for Scale: How Data Compensates for Capital Scarcity

Anton Mironenko

Citation: Anton Mironenko, "Manufacturing Digitalization as a Substitute for Scale: How Data Compensates for Capital Scarcity", Universal Library of Business and Economics, Volume 03, Issue 01.

Copyright: This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

This article examines how small and medium-sized manufacturing firms can pursue growth through data-driven management when capital is scarce and scale-based competition is unattainable. The topic gains urgency as expansion via additional floor space, equipment, and headcount becomes increasingly costly, while firms face rising expectations for controllability, reliable lead times, and transparent unit economics. The study’s novelty lies in formalizing a digital-first manufacturing model in which managerial decisions rely on short data cycles rather than capacity-expansion investments. The paper describes an architecture of digital control, featuring ERP as the planning and accounting backbone, CRM as a channel for market and customer feedback, and KPI systems as instruments of operational steering, and explains how performance metrics and data governance rules can substitute for scale. It further analyzes practical patterns of rapid operational adjustment under resource constraints. The research uses analytical synthesis of recent studies and conceptual modeling to substantiate the mechanism by which data create scale-like effects without comparable capital outlays. The conclusion outlines managerial implications and conditions for applying the model in capital-intensive sectors.


Keywords: Manufacturing Digitalization, Data-Driven Management, Scale Substitution, Capital Constraints, ERP, CRM, KPI, MES, Operational Efficiency, Short Data Cycles.

Download doi https://doi.org/10.70315/uloap.ulbec.2026.0301009