Why Companies Are Moving Away from Elasticsearch

Ankush Why Companies Are Moving Away from Elasticsearch


Elasticsearch, once the default engine for search and log analytics, is beginning to lose favour. As modern workloads demand real-time insights and AI-native architectures, Elasticsearch’s indexing-heavy, denormalised model is showing its limits.

Initially adopted as a flexible full-text search solution, Elasticsearch is now being reconsidered in favour of systems that offer better write performance, integrated vector search, and lower operational complexity.

From large-scale observability to semantic search and AI-driven retrieval,…



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