This disclosure describes techniques to automatically populate paper forms. A scanned image of a paper form, e.g., obtained via a device camera of a user device is analyzed using a trained model to detect fields in the form. With user permission, stored user information is accessed to automatically populate the fields. The user is provided with options to edit the automatically filled in information. Confidential information is obtained and filled in upon specific user approval
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