Cloud Embeddings vs. Local Sovereign Memory: AI Agent Memory Layer Compared (2026)

The AI industry is experiencing a significant split in agent infrastructure concerning memory layers: cloud-native embedding services versus local sovereign memory. This choice is crucial as it determines data ownership and an agent's intelligence, moving from demos to production.