causing presentation of a user interface for training a select machine-learning model, the select machine-learning model being configured to extract values for one or more data points from electronic documents;

adding, by the user interface, a set of data points and a set of questions, the set of questions corresponding to the set of data points;

using the select machine-learning model to extract, from an uploaded electronic document, at least a set of values for the set of data points based on the set of questions;

causing presentation of the set of data points, the set of values, and the set of questions in the user interface;

receiving, by the user interface, user feedback with respect to one or more of the set of values;

performing a training process on the select machine-learning model to generate a custom machine-learning model from the select machine-learning model based on the user feedback and the uploaded electronic document;

publishing the custom machine-learning model as a database object on a data platform for use in extracting values for at least the set of data points from one or more electronic documents;

receiving a database command that generates a document information extraction pipeline based on the database object; and

in response to the database command, generating the document information extraction pipeline on the data platform based on the database object, the document information extraction pipeline comprising a software service that is continuously running on the data platform and that is configured to perform operations comprising: