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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

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R. Zegdane

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#artificial intelligence Nov 2026

Reinventing the Upstream Control Room: An Agentic AI Approach to Early Deviation Detection and Remediation

Abstract The upstream control room is where production, injection, chemical, and emissions performance are monitored against target, and where operational deviations must be detected and resolved before they compound into lost output, avoidable emissions, or safety exposure. In practice, this task is hindered by four r...

R. Zegdane, N. Philippe, T. Dhakshnamoorthi et al. · 0 citations

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