Published February 28, 2026 | Version v1

Formal Specification Economics: Measuring ROI of Spec Investment

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  • 1. Odesa National Polytechnic University

Description

Formal specification practices in AI system development represent a significant upfront investment that enterprises must justify economically. This article presents a rigorous framework for measuring the return on investment (ROI) of specification-driven development.

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