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Target's Guest Product Confidence platform team migrated search and discovery infrastructure to Spanner Graph, unifying transactional, graph, vector, and full-text data. The move cut database maintenance by 50% and powers the Gift Finder chat agent launched during the 2025 holiday season. Legacy Elasticsearch clusters were deprecated.
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