The value of self-regulation, with Anna Roughley

Yeah, absolutely. I mean, we really encourage those open discussions with our registered firms.

And in fact, we have some forums where we bring together registered and non-registered firms to discuss things like that. And I think one of the things I just want to be clear on, as a self-regulatory body (and from what I understand of regulation) is that no one really wants to stifle innovation, but I know that it can be really hard.

I think we're seeing some really good use of data and EMI and whenever we move to using algorithms to try and predict customer behaviour, etc.