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E210: The Dangers of Benchmarking: Don’t Let Others Define Your Success

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The installation process is designed to be agnostic, supporting deployment on local university servers (on-premise) or cloud infrastructure (AWS, Azure, Google Cloud). This paper outlines the standard deployment pipeline, ensuring IT departments can minimize downtime and maintain data integrity during the transition.

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For three years, the global education network had been crumbling. Universities operated in isolated digital silos, plagued by data breaches, outdated learning systems, and a growing distrust between faculty, students, and administration. Elara had watched her own institution—once a beacon of collaborative research—become a fortress of logins, permissions, and broken links. The installation process is designed to be agnostic,