And afterwards the flip facet is what details can float out and go into the subsequent phase or publish-event cycle there? So if you are not considering All those other tools, you might be slicing yourself off. I'd say the massive detail, and Rach and I equally stated this previously, https://warpbay.com/blogs/ai-in-events-future-technology-engagement/