Experiment management is increasingly seen as a necessity rather than a custom-built solution, with many data scientists preferring to utilize existing tools rather than create their own. As the industry matures, companies are faced with the dilemma of whether to continue supporting their in-house solutions or adopt open-source alternatives. The future likely holds a shift towards integrating existing tools rather than building new infrastructure, except for major players like Google or Facebook.
