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Well integrity is essential for ensuring safe operations, compliance with environmental regulations, and maintaining productivity throughout a well’s lifespan. However, traditional approaches often encounter significant challenges, including complex workflows, collaboration difficulties, versioning conflict, resource restriction and the pressure for rapid delivery. To overcome these limitations, we developed a cloud-based platform that integrates real-time data streaming, advanced algorithms, interactive and collaborative tools for processing, review, and visualization. Combining with AI-driven and domain-driven automations of time-intensive work steps and workflows, this platform empowers users to deliver accurate and timely evaluations more efficiently.