International Journal of Management Science and Application
Vol. 5 No. 1 (2026): IJMSA

The Enterprise Lingua Franca: A Foundational Framework for Semantic Interoperability and Cross-Functional Cognition

Simon Suwanzy Dzreke (Federal Aviation Administration, AHR, Career and Leadership Development, Washington, DC, US)
Semefa Elikplim Dzreke (Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia)



Article Info

Publish Date
03 Jan 2026

Abstract

Digital transformation often fails at the conceptual level: Seventy-three percent of cross-functional initiatives fail because the functional mental models don't match up, making it impossible to solve difficult problems like making sustainability profitable. This research identifies a significant deficiency in enterprise interoperability, wherein disparate departmental epistemologies manifested in conflicting interpretations of fundamental constructs such as "customer" or "value" among Marketing, Finance, and Operations—result in strategic incoherence despite technological integration. Technological solutions are inadequate in addressing these profound philosophical gaps. This paper introduces the Enterprise Lingua Franca, a new cognitive framework created through design science research that combines case studies, ontology engineering, and cognitive task analysis to make organizational intelligence more cohesive. It creates the first theory of Cross-Functional Cognition and gives tangible steps for semantic alignment that turn conceptual fragmentation into strategic coherence, which opens up new ways to solve problems.

Copyrights © 2026






Journal Info

Abbrev

ijmsa

Publisher

Subject

Decision Sciences, Operations Research & Management Economics, Econometrics & Finance

Description

The aim is to publish empirical research that advances management theory by testing, improving, or augmenting it. All empirical techniques, such as mixed methods, meta-analytical techniques, field, laboratory, and qualitative and quantitative techniques, are welcome. Research should provide ...