Question: I need a tool that can integrate data from different formats, such as XML, JSON, and database data, into a single system.

If you're looking for a general-purpose data integration tool, Airbyte is worth a look. It can move data from more than 300 sources to more than 100 destinations, including XML, JSON and database data. Among its features are a Connector Builder for custom integration, automated schema evolution and strong security. It can be deployed in a variety of ways and can be controlled with an interface or Python libraries, making it good for small-scale and large-scale data integration projects.

Another contender is Altova, which offers a collection of software tools including MapForce for mapping and transforming data, XMLSpy for professional XML and JSON editing, and StyleVision for generating reports from different data sources. The collection is geared for customers who need XML and JSON editing power combined with a broad range of data integration tools.

TABLUM.IO is another contender, particularly if you need to transform raw data in different formats into analytics-ready SQL tables. It can handle CSV, XML, JSON and other formats and perform data cleansing and integration into live SQL databases. The tool's data pipelining and export abilities make it a good choice for customers who want to streamline data preparation and integration.

For customers looking for an automated data integration service, Fivetran is a good choice. It supports more than 500 sources and offers real-time analytics, and it's designed to integrate data securely across different environments. Its automated processes make data operations easier, which is why it's a good choice for companies that need data integration that's fast and that scales.