Which element is NOT typically included in a TELUS data platform concept?

• A. Centralized data catalogs
• B. Real-time data streams
• C. Ready-to-use analytics sandboxes
• D. Manual, per-project data silos without governance.

Answer: (D)

The idea being tested is how a TELUS data platform is designed to enable scalable, governed analytics across the organization. In such a platform, centralized data catalogs are essential because they provide a single, searchable map of data assets, their owners, quality, and lineage, which supports discoverability, governance, and compliance. Real-time data streams are important for delivering up-to-date insights and enabling timely decisioning in customer experiences and AI-driven applications. Ready-to-use analytics sandboxes give teams a safe, standardized environment with pre-configured data access and tooling, accelerating experimentation while preserving governance and reproducibility.

Manual, per-project data silos without governance, by contrast, break that cohesive approach. They create fragmentation, hinder data sharing and consistency, complicate security and compliance, and slow down analytics and AI initiatives. A TELUS data platform is typically designed to avoid such silos in favor of integrated, governed, scalable data infrastructure.

So the element not typically included is the manual, per-project data silos without governance.