Cloud native data replication
The technical insight for Arcion.io came when one of the Founder, Raj, was working on few POCs where there was a need to replicate data from Oracle (single node old architecture) to a MemSQL (distributed architecture) and customers were frustrated with using existing legacy products like GoldenGate to achieve that.
That was the time when most database technologies (OLTP and OLAP) were moving from old architecture to new cloud-native distributed architecture and Raj had the insight that data replication at scale also needed a new cloud native product. They saw business and market opportunity as enterprises were looking to deploy AI/ML at scale and were stuck with old data architecture, brittle, time consuming and not scalable ETL tools.
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