Airbyte is an open-source data integration platform that can move data efficiently from more than 300 structured and unstructured sources to many destinations. It's got a Connector Builder for custom connectors, automatic schema changes and security controls. With deployment options ranging from a cloud service to a self-hosted installation and a Python library or user interface for managing pipelines, Airbyte can handle everything from small-scale to large-scale data integration.
Another top contender is Matillion, a unified platform for creating and managing data pipelines. It's got no-code ELT abilities, AI for handling unstructured data and a range of connectors to sources like Amazon S3, PostgreSQL and Salesforce. Matillion's cloud-native design and automation abilities make it a good choice for increasing productivity and protecting data.
If you need data integration to happen in real time, Estuary has a platform geared for change data capture, ETL and streaming pipelines. It's got more than 100 no-code connectors, stream-store-replay for storing and replaying data, and materialization for loading data into destinations. Estuary is designed for reliability and low latency, making it a good fit for fast-moving DataOps environments.
Last, Fivetran is an automated data integration service that can integrate data from more than 500 sources, including SaaS apps and databases. It's got fully managed SaaS, hybrid and self-hosted deployment options and support for major standards. Fivetran streamlines data operations and helps organizations make better decisions with complex data integration.