To help bring new resources and innovation to light, each year, Database Trends and Applications magazine presents the DBTA 100, a list of forward-thinking companies seeking to expand what’s possible with data for their customers. Spanning the wide range of established legacy technologies from MultiValue to cutting-edge breakthroughs such as the data lakehouse, data mesh, and data fabric, the DBTA 100 is a list of hardware, software, and service providers working to enable their customers’ data-driven future.