Top players in the DSML platform sector consist of Alteryx, Amazon, Databricks, Dataiku, SAS, and Teradata. On April 7, 2026, in Miami, it was reported that the DSML platform industry is showing a tangible return on investment in the current year. This has been attributed to the increasing prominence of agentic AI and the transition towards actionable solutions.