what's in the public domain and it's in the models or historical track record that's why I think you know the likes of Stripe and and even and the card networks have been able to train these new AI models. RAMP has been doing a lot of progress on this. Um once you do have that rich data I I think you can build fundamentally new services and that telemetry I think is going to be extremely useful also because when you think about it when we can measure something not only we can actually automate it ironically you can't automate something that that you're not
what's in the public domain and it's in the models or historical track record that's why I think you know the likes of Stripe and and even and the card networks have been able to train these new AI models.