Question: Can you suggest a data integration platform that supports automated schema evolution and change data capture?

If you're looking for a data integration platform that can handle heavy-duty data integration with automated schema evolution and change data capture, Airbyte is a top contender. It can move data from more than 300 sources to more than 100 destinations and has features like automated schema evolution and creation of custom connectors with its Connector Builder. It's got strong security and can be deployed in cloud-hosted or self-managed configurations, so it can handle everything from small-scale data integration projects to large-scale ones.

Another strong contender is Estuary, which focuses on real-time data integration and change data capture. It's got more than 100 no-code connectors and features like stream-store-replay for storing data and replaying it. Estuary has automated pipelines and schema evolution, which makes it well suited for fast-moving DataOps environments where low-latency performance is important.

Fivetran is another all-purpose automated data integration tool, supporting more than 500 data sources and offering real-time analytics and operational efficiency. Its hybrid deployment options, including fully-managed SaaS and self-hosted options, mean it can handle data integration securely in a variety of environments. It also supports major compliance standards, so it's a good choice for companies with complex data integration needs.

If you're looking for a more lightweight approach, Peaka offers a federated query and streaming ingestion experience with immediate replication using Change Data Capture. It supports a broad range of data sources and services, with self-service integration through a variety of connectors, so data integration is easier and less expensive. Peaka's pricing plans are designed to scale with the number of users, from individuals to large enterprises.