International Journal of Electronics and Communications Systems
Vol. 6 No. 1 (2026): International Journal of Electronics and Communications System

A Structured Communication Protocol for Evidence-Grounded Human-GenAI Knowledge Exchange in SME Operational Contexts

Arief, Ikhwan (Unknown)
Hasan, Alizar (Unknown)
Putri, Nilda Tri (Unknown)
Rahman, Hafiz (Unknown)



Article Info

Publish Date
30 Sep 2026

Abstract

This structured review synthesizes evidence from 2021–2025 regarding Generative AI (GenAI) capabilities in SMEs, workplace and vocational learning, the Four-Component Instructional Design (4C/ID) model, and human-AI interdependence to formulate requirements for accountable communication protocols. A Scopus search using four keywords yielded 1,343 records; after screening 681 unique records from the review period, 55 were retained for theory-guided synthesis. The coding process consolidated 12 preliminary requirements into nine, each specifying the information, verification steps, or authorization conditions necessary for an accountable exchange, alongside observable compliance criteria. These requirements were mapped onto four layers derived from the 4C/ID model (whole-task communication, knowledge-encoding schemas, procedural protocols, and verification protocols) and a five-step sequence ranging from operational problem encoding to implementation authorization. The synthesis indicates that verification must rely on the quality of evidence and calibrated interdependence, rather than trust or response fluency, and that accountability necessitates a designated human decision-maker. As the protocol has not yet been tested with users or exchange records, its effectiveness remains to be determined

Copyrights © 2026






Journal Info

Abbrev

IJECS

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electronics and Communications System (IJECS) [e-ISSN: 2798-2610] is a medium communication for researchers, academicians, and practitioners from all over the world that covers issues such as the improvement about design and implementation of electronics devices, circuits, ...