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hi there and welcome back to the future of documents Iamp;#39;m Holt Skinner and Iamp;#39;m a developer advocate for Google Cloud previously we looked at document AI specialized processors and how they can provide intelligent insights into certain document types by providing consistent schemas and normalizing data to reduce the amount of pre and post processing you need to perform however Googleamp;#39;s pre-trained models only cover a finite set of document types what if you have a unique type of document and want to get the same detailed information or youamp;#39;re not getting the accuracy you need from a pre-trained processor well this is where document AI workbench comes in document AG workbench covers customized processors which is one of the key building blocks of document AI processors document AI offers the ability to uptrain existing processors or create new processors completely from scratch to get the most accurate information from any document type the good new