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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

A. Gomaa

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Review

Innovative Computing Perspectives

This research contributes to the advancement of smart manufacturing by delivering a holistic roadmap for effective and scalable Industry 4.0 implementation, supporting cross-sector benchmarking, interdisciplinary collaboration, and strategic innovation to accelerate the transition of manufacturing enterprises toward digital maturity, operational excellence, and sustainable competitiveness.

A. Gomaa · 0 citations
Review Open access Aug 2026

AI-Driven Leadership in Manufacturing Supply Chains: A Systematic Literature Review, Research Gaps Analysis, and Exploratory Study of Egyptian Manufacturing Firms

This study conceptualizes AI-driven leadership as a higher-order dynamic capability through which leaders sense AI-enabled opportunities and threats, seize them through strategic resource orchestration and governance, and reconfigure organizational and supply-chain capabilities to enhance intelligence, resilience, agility, and adaptability.

A. Gomaa · 0 citations

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