Turning chaotic supplier feeds into a coherent product graph that humans and agents can reason over.
SKU stability
99.2%
ID resolution
Defect rate
-41%
Post-normalization
Latency
120ms
p95 read path
Sources
180+
Integrated feeds
Hyperscale catalogs ingest millions of updates daily from overlapping sources. Without strong identity resolution and normalization, personalization and agentic retrieval amplify errors instead of value.
Entity resolution, attribute harmonization, taxonomy services, and enrichment pipelines with human-in-the-loop for edge cases. Downstream features consume stable IDs and versioned attributes rather than raw strings.
Improved coverage and consistency unlock safer agent answers and faster merchant tooling. Metrics focus on defect rate, time-to-publish, and downstream retrieval precision—not vanity accuracy.
Ingestion
Graph
Quality
AI