1. Enterprise AI

Multi-stage attacks leverage trusted repositories and automation to bypass existing AI guardrails.

The acquisition brings autonomous pipeline creation and verification into Snowflake’s platform as enterprises push to scale AI workloads faster.

Unified logs, metrics, and traces on Snowflake help teams spot anomalies sooner and keep AI applications running reliably at scale.

Apiiro's Guardian Agent embeds preventive application security directly into AI coding workflows, shifting from reactive scanning to real-time risk prevention.

WizExtend embeds security insights into CSP and VCS tools, aiming to reduce context switching and improve time-to-fix.

IBM’s Cost of a Data Breach Report 2025 reveals faster detection offsets rising AI-driven attacks, though US breach costs hit a record high.