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The Case for Dynamic AI-SaaS Security as Copilots Scale

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...
Microsoft's End of Support for Exchange 2016 and 2019: What IT Teams Must Do Now

Microsoft's End of Support for Exchange 2016 and 2019: What IT Teams Must Do Now

Feb 20, 2025 Microsoft 365 / Microsoft Exchange
For decades, Microsoft Exchange has been the backbone of business communications, powering emailing, scheduling and collaboration for organizations worldwide. Whether deployed on-premises or in hybrid environments, companies of all sizes rely on Exchange for seamless internal and external communication, often integrating it deeply with their workflows, compliance policies and security frameworks. However, Microsoft has officially announced that support for Exchange Server 2016 and Exchange Server 2019 will end on October 14, 2025. While this may seem like a distant concern, businesses and IT teams must start preparing now. The end of support means that Microsoft will no longer provide security patches, bug fixes or technical support, leaving organizations running on these versions exposed to security vulnerabilities, compliance risks and potential operational disruptions. So, what should businesses do now? In this article, we'll explore the impact of Microsoft's decision, the risks...
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