The Case for Dynamic AI-SaaS Security as Copilots Scale
Dec 18, 2025
SaaS Security / Enterprise Security
Within the past year, artificial intelligence copilots and agents have quietly permeated the SaaS applications businesses use every day. Tools like Zoom, Slack, Microsoft 365, Salesforce, and ServiceNow now come with built-in AI assistants or agent-like features. Virtually every major SaaS vendor has rushed to embed AI into their offerings. The result is an explosion of AI capabilities across the SaaS stack, a phenomenon of AI sprawl where AI tools proliferate without centralized oversight. For security teams, this represents a shift. As these AI copilots scale up in use, they are changing how data moves through SaaS. An AI agent can connect multiple apps and automate tasks across them, effectively creating new integration pathways on the fly. An AI meeting assistant might automatically pull in documents from SharePoint to summarize in an email, or a sales AI might cross-reference CRM data with financial records in real time. These AI data connections form complex, dynamic pathways...
