The Importance of Partnership in Product Analytics

I think what it really comes down to is starting with that partnership relationship and so people never love to talk about ratios but we should think about it in terms of ratios. If the right ratio for your organization is half a data analyst per product manager depending on the domain then that's it. I would also love us like as an input into the sort of locally prioritized centrally reporting can we talk a little bit about just because we talked a lot about product analytics earlier in experimentation. Who should be involved in the planning process for feature releases now we're getting in the nitty-gritty? We need to make sure you are capturing telemetry as part of every release and that there's some