Question: I'm looking for a data mapping tool that can convert and transform data between various formats, such as XML, JSON, and PDF.

If you need a powerful data mapping tool that can convert and transform data from one format to another, such as XML, JSON and PDF, Altova is a good option. Its MapForce tool lets you create a graphical data transformation from XML, JSON, database data, PDF and other sources, and it's a good tool for data integration. Altova also offers XMLSpy for professional XML and JSON editing and StyleVision for generating reports and forms based on XML and relational database data.

Another tool worth considering is Lume, an AI-powered data mapping automation tool that can be embedded directly into systems to avoid manual data processing. It can handle new schema changes and has features for reviewing and editing mapping logic, which makes it a good fit for industries like financial services, e-commerce and manufacturing where data consistency and accuracy are important. Lume offers both a no-code interface for creating and managing data mappers and an API for direct integration into systems.

Flatfile is also worth a look, especially if you need to import data from a variety of file types, including CSV, XLS, XLSX and PDF. It has features like AI-assisted column matching, collaborative data onboarding and customizable workflows that can help you handle complex data imports and clean data more efficiently. The tool is designed to help businesses reduce data errors and improve data quality.

If you need a wide range of deployment options and secure data integration, Fivetran is worth a look. It automates data integration from more than 500 sources and supports real-time analytics and compliance with major standards. With a range of deployment options including fully-managed SaaS, hybrid and self-hosted, Fivetran offers secure data integration across on-premise, cloud and hybrid environments.