Exam CIS-DF Topic 2 Question 104 Discussion

In Data Foundations, "Ingest" is not limited to Discovery. It includes establishing reliable sources and mechanisms to populate and maintain CMDB attributes-especially those that Discovery cannot provide.
Warranty expiration dates are a classic example of non-discoverable data: they typically come from procurement systems, asset repositories, vendors, or contract tools rather than from device interrogation.
The correct approach is to maintain these attributes via a scheduled data import from an authoritative external source. This ensures ongoing accuracy and consistency at scale. A scheduled import allows you to define a repeatable integration pattern, apply data quality checks, and keep warranty data current as vendors and procurement records change-without relying on manual updates that inevitably drift over time.
Option A is incorrect because the CMDB Reconciliation Engine resolves conflicts between multiple data sources and applies precedence rules; it does not create the warranty values out of thin air. Reconciliation helps decide which source wins when updates occur, but you still need a source feed providing the warranty attribute values. Option B is also not recommended because creating a new CI class just to hold non- discoverable attributes fragments the model and complicates reporting and processes. Best practice is to keep the attributes on the appropriate hardware CI classes (or related normalized structures, when applicable) and manage them through governed ingestion from authoritative systems. Therefore, C is the best method.