you know,

there were days when people spoke about having sign off from the testing teams, right? So, which was like, okay, if you tick all these boxes, it was like a set of rules you have to follow.

If you tick all these boxes, then you are giving the authority to the testing team or the test manager or whoever is controlling that, the authority to actually stop a release.

It happened for quite some time until people realized, oh, no, release management has to be a separate function and it can work hand in hand, but But things changed.

Now, jump to 2026.

Things have changed because AI has come to the mix.

Now, people are not just talking about governance around quality.

So now with your inquiry and with whatever it is that you're pursuing, whatever it is that the change that you wish to make in the space, how do you plan to proceed here? How do you plan to proceed?