Manually inspect the data, classify it based on existing categories, and manually enter metadata.

Automate the data inspection using scripts, classify it using predefined rules, and automate metadata entry.

Ignore classification and metadata for real-time data; simply store the data in the catalog.

Outsource the task to a third-party vendor who specializes in data classification and metadata management.