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This is a Quantitative Study study.

An innovative approach in IT technologies of the suburban railway complex

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Observational analysis highlights digital technologies' impact on transportation systems, suggesting improved efficiency and service quality.

Digital innovative technologies significantly enhance the efficiency of suburban railway services.
The automated information system for managing transportation showcases improved customer service with digital solutions.
The introduction of wireless communication and artificial intelligence creates a more connected and efficient infrastructure.
The integration of digital platforms aligns with regulatory frameworks, prompting substantial advancements by Russian Railways.

Chebotarev et al. (2025) studied this question.

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Observational analysis highlights digital technologies' impact on transportation systems, suggesting improved efficiency and service quality.