This webinar is designed for data governance, compliance, and risk professionals who need to ensure that the data entering their systems is not only complete, but defensible. The panel will explore how to manage ingestion across diverse channels—structured and unstructured—and how to validate, trace, and explain the data as it moves through your ecosystem.

From enabling confident regulatory reporting to supporting explainable AI, this webinar will break down what it takes to turn ingestion from a backend process into a strategic control.

Topics will include:

• What “data completeness” really means—and why it’s central to audits, AI oversight, and governance
• Trade-offs between ingestion performance, cost, and risk coverage
• How to capture and align data across varied formats and channels
• The role of ingestion in enabling explainability, lineage, and traceability
• What regulators expect—and how to show your work when it counts