12 Best AI data security platforms [2026 Review]

This report is a buyer’s guide to AI data security platforms for large enterprises: it explains AI-specific data risks (discovery, classification, model integrity, runtime I/O, governance), compares vendor offerings (e.g., Cyera, CrowdStrike, Varonis, Darktrace, Palo Alto), and provides evaluation criteria and community sentiment; it is a high-level product and best-practices overview rather than a technical incident or threat intelligence disclosure.