A computer system for controlling exchange of data between users sharing data of a green technology project on a digital platform may include a platform device, which may store profiles of the users in a platform structure that may include layers to which the user profiles may be assigned depending on a user type. The platform device may be configured to receive project data, project criteria and basic criteria of a user having a user profile assigned to a first layer from a first terminal device, transmit the received project criteria to terminal devices, receive, from a second terminal device, a request of another user to access the project data and permit said user to access the project data if a set of project criteria and basic criteria of said user match with a set of project criteria and basic criteria of the user assigned to the first layer.

A system for controlling access to equipment. The system establishes that a user of a mobile device has authorization to access an equipment and generates an encrypted digital key. The system sends the encrypted digital key to the mobile device. The system also sends an encrypted corresponding digital key to a controlling unit of the equipment. When a distance between the mobile device and the controlling unit is within a threshold, and the encrypted digital key transmitted by the mobile device is authenticated by the encrypted corresponding key on the controlling unit, the controlling unit unlocks the equipment so that the user of the mobile device takes control of the equipment in accordance with terms and conditions as set forth in a contract for operating the equipment between the user and an owner of the system.

This application relates to systems, methods, devices, and other techniques for a novel database schema change, recording and version control.

A method implements a punch item worker interface. The method includes receiving a task image from a worker interface. The task image depicts a worksite corresponding to a task of a checklist item presented in a checklist view. The method further includes updating the checklist item with a task thumbnail corresponding to the task image. The method further includes presenting the checklist view with a notification and with the checklist item updated to include a punch thumbnail of a punch image from a builder interface. The method further includes receiving a punch task image from the worker interface. The method further includes updating the checklist item with a punch task thumbnail corresponding to the punch task image.

A method implements a punch item builder interface. The method includes receiving a punch image from a builder interface. The punch image depicts a worksite corresponding to a task of a checklist item presented in a checklist view. The method further includes updating the checklist item with a punch thumbnail corresponding to the punch image. The method further includes presenting the checklist view with a notification and with the checklist item updated to include a punch review thumbnail of a punch review image from a trade interface. The method further includes presenting the punch review image from the trade interface responsive to the punch review thumbnail. The method further includes updating the checklist item with a punch review thumbnail corresponding to the punch review image.

A method implements a punch item trade interface. The method includes receiving a review image from a trade interface. The review image depicts a worksite corresponding to a task of a checklist item presented in a checklist view. The method further includes updating the checklist item with a review thumbnail corresponding to the review image. The method further includes presenting the checklist view with a notification and with the checklist item updated to include a punch thumbnail of a punch image from a builder interface. The method further includes receiving a punch review image from the trade interface. The method further includes updating the checklist item with a punch review thumbnail corresponding to the punch review image.

Disclosed are systems, methods, and non-transitory computer-readable storage media for managing projects in a content management system. For example, the content management system can create a project folder (e.g., shared folder) for managing data associated with a project. The project folder can be shared with content management system users (e.g., project members) who are contributors to the project. The content management system can store project data (e.g., content items, communications, comments, tasks, etc.) related to the project in the project folder. When the project folder is selected by a user, the content management system can generate a project folder view that presents the project data associated with the project folder and/or project in a convenient and easy to access graphical user interface. The content management system can aggregate project data from various content items associated with the project and present the project data in a single graphical user interface.

An industrial integrated development environment (IDE) includes a training component that improves the IDE's automated design tools over time based on analysis of aggregated project data submitted by developers over time. The industrial IDE can apply analytics (e.g., artificial intelligence, machine learning, etc.) to project data submitted by developers across multiple industrial enterprises to identify commonly used control code, visualizations, device configurations, or control system architectures that are frequently used for a given industrial function, machine, or application. This learned information can be encoded in a training module, which can be leveraged by the IDE to generate programming, visualization, or configuration recommendations. The IDE can automatically add suitable control code, visualizations, or configuration data to new control projects being developed based on an inference of the developer's design goals and knowledge of how these goals have been implemented by other developers.

Systems and methods are provided for managing organizational or corporate structures, including the employee roles or activities administered by human resources. A portion of the role datasets received within human resource records may be used to generate role tokens comprising unique datasets that have been truncated and deduped. Such tokens may be extracted based on assigned prioritization scores, and further assigned training labels representing categorical levels. Predictive labels may be assigned to a remaining portion of the extracted tokens via a logistic regression classifier, and a model organizational dataset may be generated based on the assigned training labels and the assigned predictive labels. The prediction certainty of the role tokens in the model organizational dataset may be used to map the identified role tokens to the roles represented in the human resource records.

A method inserting a first portion of a workpiece material between an upper layer and a lower layer of a workpiece support material. The method also includes folding a second portion of the workpiece material over and on top of the upper layer of the workpiece support material. The second portion is coupled to the first portion. The method further includes inserting the workpiece material and the workpiece support material into an electronic cutting machine.