Add and execute AutoML bridge step
The AutoML Bridge step enables the AutoML model execution with the Bridge Framework.
The AutoML Bridge step enables the AutoML model execution with the Bridge Framework.
Bot Tasks contain work to be done by WorkFusion's bots. In a Business Process (BP), the bots complete those steps that are more suited for automation than human labor. Bot Tasks can exist only as a Business Process step.
You can add a Manual Task (MT) to a Business Process (BP) using one of the following methods:
OCR Bridge is introduced to improve the following:
Designing a Business Process (BP) means creating and configuring a sequence of steps, such as Manual or Bot Tasks, nested processes, or rules, as required to accomplish a business goal.
A contract defines the input and output of a BP element, such as a bot step, connector, Manual Task, Model step, and so on. Only Business Processes of the schema-based design require setting up contracts.
Using the no-code Generic Connector, you can apply multiple configuration options to handle different connection scenarios and create custom connectors for the integration of external services into your automations.
When you design a Business Process (BP), you can apply rules that affect what path to follow in the BP depending on various conditions. Thus, you can end your BP early if some issue is detected or the data is not enough.
Templates are intended to simplify document ingestion by enabling automated information extraction from structured forms (for instance, ACORD). When a template is created, blank forms are annotated with labels. Based on these labels, data is then extracted from input documents.
This guide gives you a quick introduction to custom dashboards: how to create datasets and charts and organize them into a dashboard. Since WorkFusion Analytics is originally based on Superset, you can refer to the Superset official documentation for additional details.
The Task Designer Operation is the recommended method to design Manual Tasks (MT). It provides a no-code way to implement Manual Task forms: to generate them from a template or build manually in a drag-and-drop editor.
A dataset is a container for documents and all related meta information, such as:
To access a list of available Machine Learning (ML) models, select AutoML > Models. Control Tower updates the list every time a new model is deployed to your environment or you complete a training run.
To access a list of available pipelines (artifacts), select AutoML > Pipelines. Control Tower updates the list every time a new pipeline is deployed to your environment.
To access the lists of training and test runs and explore their details, select AutoML > Experiments. Control Tower updates the lists every time you start a training or a test accordingly.
If you have several Business Processes (BP) where one BP produces data for another, you can apply the event-based communication mechanism and easily configure data transfer between them. To do it, you can start a sub-process from another BP based on a specific event or initiate transaction processing from another transaction within a different BP.
To start a Business Process (BP) based on external events or scheduled polling of a source system, you can apply a special no-code Trigger start element when designing your BP.
The article illustrates how you can set up normalizers via AutoML UI to achieve a better-quality model output for a dataset.