Our company currently uses Scylla for our products since we are in the process of migration from Postgres.

Our company is reimplementing the user data pipeline and needs faster results. We found Scylla to be preferable for our use case from the alternatives we evaluated.

Scylla is used as a cache. Once the data is ingested into the product during the initial load, a version of it is stored in Scylla DB, and this is then used by the other transformation services to query and make updates during ongoing loads. That is, it is being queried by other services to make the updates whenever deletes occur.