Generative AI to Enhance Situational Awareness and Collaboration: A Co-Worker for Tech Support in Enterprise Environments

Generative AI (GenAl) is revolutionizing enterprise operations by enhancing Situational Awareness (SA) and decision-making. This paper integrates insights from the OODA Loop and the Agent Teaming Situation Awareness (ATSA) framework to explore human-AI team (HAT) collaboration in tech support. Key themes include Shared Situational Awareness (SSA), Shared Mental Models (SMMs), Belief-Desire-Intention (BDI), and Explainable AI (XAI). Emphasizing trust and transparency, the paper proposes a hybrid system to address challenges in achieving trust in AI systems. Findings demonstrate how GenAl improves productivity while fostering adaptability and trust in dynamic enterprise environments.

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Publication Details

Published
2025-05-05
DOI
https://doi.org/10.1109/cai64502.2025.00250
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Generative AI to Enhance Situational Awareness and Collaboration: A Co-Worker for Tech Support in Enterprise Environments

Hüseyin Doğan, Gözde Sarsar, Stephen Giff, Yasemin Karaca
Big Data and Business Intelligence
article

Generative AI to Enhance Situational Awareness and Collaboration: A Co-Worker for Tech Support in Enterprise Environments

Hüseyin Doğan, Gözde Sarsar, Stephen Giff, Yasemin Karaca
article en

Abstract

Generative AI (GenAl) is revolutionizing enterprise operations by enhancing Situational Awareness (SA) and decision-making. This paper integrates insights from the OODA Loop and the Agent Teaming Situation Awareness (ATSA) framework to explore human-AI team (HAT) collaboration in tech support. Key themes include Shared Situational Awareness (SSA), Shared Mental Models (SMMs), Belief-Desire-Intention (BDI), and Explainable AI (XAI). Emphasizing trust and transparency, the paper proposes a hybrid system to address challenges in achieving trust in AI systems. Findings demonstrate how GenAl improves productivity while fostering adaptability and trust in dynamic enterprise environments.

Google (United States) (US), Bournemouth University (GB)
Openalex Percentile: Top 72%
Big Data and Business Intelligence
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