I would consider ClickHouse. It is perfect for interactive analytical queries on large datasets.

the product competes in a geo-spatial market and loads GPS data from a large number of vehicles that are updating every 5-10 seconds

There are multiple companies from this field that are using ClickHouse: https://clickhouse.com/docs/en/introduction/adopters/