All in one platforms means your data is much more neatly correlated and together, however they often come with their own custom ingestion formats to master, as well as bespoke query languages to learn and become proficient in. This means migration as well as continued usage have a high learning curve and are difficult to move away from. They also come with a very hefty price tag a lot of scaling companies cannot afford.