Data Infrastructure
European data infrastructure has advanced rapidly, with Aiven providing managed PostgreSQL, Kafka, and Redis across EU-hosted clouds, and providers like Scaleway and Exoscale shipping their own managed database services. The main gap remains in fully managed analytics and data warehouse offerings — European alternatives to BigQuery, Snowflake, or Databricks are limited, leaving most teams dependent on US-headquartered platforms even when data stays in EU regions.