Conventional agitators and stirrers create a horizontal rotation of the liquid. The inertia of the rotating media hinders the vertical mass exchange. You could agitate for hours without the mixture becoming homogeneous. Dr. Hans-Joachim Jacob will give you some insights you've probably never heard before. Register here for free:

https://ystral.com/en/company/exhibitions-events/pci/