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welcome to the third webinar in our metagenomics webinar series in todays webinar we are talking about clean label formulations and using metagenomics as an approach to help scientists with reformulations and clean label approaches my name is Joe heinzelman Im the director of business development for our food safety genomics services just a kind of recap of what the agenda is today so were gonna do a little bit of a recap on some of the metagenomics and how that will help you with different product formulations were gonna talk about experimental design and how the timelines and how you think about the experiment that you set up with a metagenomics shelf-life study is important and then were gonna go through an example of data and uncovering what its telling us and what would be in one of these reports if you havent seen the other two webinars we will recap briefly of some of the content that was in there theres the first one that was done was a case study for troubleshooting sp