Deutsche Telekom, through its enterprise division T-Systems, is leveraging big data with innovative solutions like Hadoop to handle large volumes of data and improve cost efficiencies in data storage and processing. Key applications include value-driven services in industries such as telecommunications, real estate, connected cars, and smart homes. The document emphasizes the transformative potential of big data for driving business growth and operational improvements.