The Importance of Quality Data in Decision Making

I'm not sure that I could do it just this as Martin did but um yeah I think fundamentally that is great by the way you need good quality data don't you know fundamental way to be able to to drive these decisions. We found some we found some APIs that were giving up dodgy data as well so yeah we had some quality issuesYeah and Um it's that pacing in terms of time it's back to the return of investment in terms of you risk indicators keepUm in the KPI's uh would you literally be evidence in the return of Investment of I don't know a specific control or a set of controls in that data? It depends right because return on investment can mean