TechAgent replaced MySQL, MongoDB, ElasticSearch, Faiss, and ClickHouse with a single MatrixOne instance, cutting customer delivery time from 2 months to 1 week.
TechAgent is an industrial chain intelligence data provider whose platform relied on MySQL, MongoDB, ElasticSearch, Faiss, and ClickHouse — a complex multi-database architecture.
Private deployment for enterprise clients required weeks of database setup, pushing total delivery timelines to 2 months. The small team struggled to maintain multiple database components.
MatrixOne replaced all five databases: HTAP capabilities cover MySQL + ClickHouse workloads, native JSON and vector types replace MongoDB + Faiss, and inverted indexes replace ElasticSearch.
Designed for K8s from the ground up, MatrixOne enables containerized rapid delivery with flexible workload isolation for business safety.
Total delivery time reduced from 2 months to 1 week. End-to-end data processing improved from hours to minutes.
The complex multi-database architecture was simplified to a single-database setup as clean as standalone MySQL, dramatically lowering the onboarding barrier for new engineers.