Part 7/13:
Acquiring Domain Metadata: Difficulties in collecting, standardizing, and maintaining metadata from diverse sources.
Data Relationships and Documentation Gaps: Missing linkages between data assets and lack of comprehensive documentation.
Coverage of Unstructured Data: Extracting insights from PDFs, PPTs, and multimedia formats requires sophisticated AI techniques.
Keeping Context Up-to-Date: Organizations are dynamic; policies, data, and structures evolve, demanding continuous updates.
Practical Solutions:
- Metadata Enrichment via Injection Frameworks: Using UI-driven registration, validation checks, and AI-assisted suggestions to streamline metadata collection.