Best operational burden reduction tools in 2025

MongoDB Atlas

Cloud-based database designed for easy deployment and management.

Embedditor

Enhance vector search with intuitive editing for embeddings.

Jungle AI

Advanced analytics for optimizing machine performance and reducing downtime.

SvectorDB

Serverless vector database optimized for AWS environments.