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all right hello everyone Iamp;#39;m slow co-founder and CTO of actual data uh Iamp;#39;ve interacted with many of you before on community slack but believe it or not this is my first town hall presentation Iamp;#39;ve been kind of training for the last 18 months to meet the high standards set by Maggie so Iamp;#39;m finally ready um well today I am excited to share with you a preview of something that weamp;#39;ve been working on automatically detecting pii types to power compliance and other governance use cases uh as you all know annotating data sets and columns with the right pii types is important for many governance use cases like Access Control applying the right masking policies gdpr deletion and what have you uh data Hub already supports a very rich business glossary feature which Professor Collins has presented before um you know we allow separating pii types from compliance types and linking them which allows you to manage your compliance type separately however today yo