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Access to data is critical for SaaS companies to understand the state of their applications, and how that state affects customer experience. However, most companies use multiple applications, all of which generate their own independent data. This leads to data silos, or a group of raw data that is accessible to one stakeholder or department and not another. Data silos also prevent information from different sources from being blended together to gain a more accurate picture of what's happening in your application.

In many companies, analytics begins with a sense of chaos. Data is scattered across ERP, CRM, Excel, and marketing platforms. The numbers don't match, duplicates appear, and the answers to simple management questions vary each time. The business sees the metrics but doesn't understand which ones to rely on.

The US business landscape has become increasingly competitive as consumers interact with brands across multiple digital channels. To keep pace, companies are turning to data-driven marketing to make smarter decisions and improve performance. Rather than relying on assumptions or outdated tactics, businesses now use real-time data to understand customer behavior, measure campaign success, and refine strategies. Data-driven marketing allows organizations to adapt quickly, reduce wasted spend, and deliver more relevant experiences.

Your users face sluggish performance and spotty connections daily. Hybrid cloud paths, SaaS platforms, SD-WAN routes, and Wi-Fi networks all contribute to this frustration. Microsoft recently revealed they handled a 2.4 Tbps DDoS attack on Azure, proving how enormous network events quietly erode application quality without causing total blackouts.