Which solution aggregates logs for visibility into all data traffic?

The correct answer is Panorama, as it serves as a centralized management platform that provides visibility into network traffic and log data from multiple Palo Alto Networks firewalls. With Panorama, users can aggregate logs from different devices, enabling them to analyze and monitor network traffic patterns efficiently. This aggregated view is crucial for security operations, as it allows for more effective detection of threats and facilitates compliance reporting.

Panorama not only streamlines log management but also provides powerful visualization tools, allowing users to drill down into specific data and gain insights that would be difficult to obtain when examining logs from individual devices in isolation. This level of centralized visibility is essential for maintaining security across an organization's entire infrastructure.

The other options serve specific functions but do not provide the holistic aggregation of logs as effectively as Panorama does. For instance, Cortex Data Lake is focused on the storage and analysis of large volumes of threat intelligence data, while the Application Command Center offers application usage visibility and reporting but does not aggregate logs across multiple devices. Dedicated Log Collectors can gather logs from various sources but do not offer the centralized management and visibility that Panorama provides, making it the superior choice for comprehensive log aggregation and analysis.