Solution group
Analytical Validation, Provenance & Trust
Establish whether a structured-data interaction is trustworthy by validating semantic grounding, queries and results; applying verified examples, data-quality and fitness signals; tracing provenance and lineage; and checking explanation faithfulness and unsupported claims.