Workplace Analytics, now part of Microsoft Viva Insights, is the solution designed to provide organizational-level insights into collaboration patterns. It uses aggregated, de-identified data from Microsoft 365 to help business leaders understand how work habits and collaboration impact productivity, workforce effectiveness, and employee engagement. This allows the company to analyze trends across the entire organization, which directly meets the requirement of understanding company-wide collaboration patterns.

A. MyAnalytics provides personalized, private productivity insights for individual employees, not aggregated data about company-wide collaboration patterns for leadership.

C. The Microsoft 365 admin center is used for tenant management, user administration, and service health monitoring, not for deep analysis of collaboration's impact on productivity.

D. Azure Analytics is a broad term for a suite of data platform services; it is not a specific, out-of-the-box solution for analyzing Microsoft 365 collaboration data.

---

1. Microsoft Learn. (2023). MS-900: Describe the business intelligence capabilities in Microsoft 365. "Workplace Analytics helps you understand how your organization collaborates and spends its time. It gives you a set of behavioral metrics that you can use to identify opportunities to improve productivity

effectiveness

and engagement."

2. Microsoft Docs. (2023). Introduction to Microsoft Viva Insights. "Advanced insights help business leaders address critical questions about organizational resiliency and culture... with insight into how work patterns affect wellbeing

productivity

and business performance." This functionality was formerly known as Workplace Analytics.

3. Microsoft Docs. (2023). Personal insights in Viva Insights. "Personal insights are for your use only... They help you explore your work habits and learn ways to work smarter." This functionality was formerly known as MyAnalytics.