Author

Sarafudheen M. Tharayil

3 papers indexed here

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Sep 2026

Building Trust in AI for Project Controls: A Governance-Embedded Data Engineering Framework

Capital projects in the energy sector continue to experience systemic cost overruns and schedule delays. While AI-driven predictive analytics promise improved foresight, their effectiveness is often limited by fragmented data landscapes, inconsistent reporting practices, and weak governance. This paper introduces a d...

Fuad Shalan, Sarafudheen M. Tharayil, Rawabi Aldossary et al. · GOTECH · 0 citations

#generative ai Sep 2026

Agentic AI for Autonomous Fault Diagnosis and Root Cause Analysis in Industrial Maintenance

Results demonstrate that the agent successfully identifies multiple concurrent root causes, produces actionable maintenance steps, and generalizes to synthetic failures, establishing a scalable, explainable framework for intelligent industrial maintenance.

Sarafudheen M. Tharayil, Dalia A. Albuqytah, Fuad Shalaan et al. · GOTECH · 0 citations

#large language models Sep 2026

Metadata-Driven Automation of Corporate Business Intelligence Systems Using AI and Python Pipelines

A metadata-driven automation framework that leverages AI-assisted refactoring and Python-based pipelines to accelerate migration while maintaining functional correctness is presented, providing a scalable blueprint for enterprise-wide BI modernization.

Sarafudheen M. Tharayil, Nouf F. Alzahrani, Bala Koppuravuri et al. · GOTECH · 0 citations