Project Overview

The Project Overview is the landing page of a project in Robust Intelligence. It provides a summary for all testing failure events and information about the production model.

Project Overview breakdown

Events Table

The Events table displays a list of all events associated with tests failures in the project.

  • Clicking on an event, navigates you to further details about the testing failure.

  • Clicking Resolve on the Event removes that Event from the table.

  • The table can be filtered or sorted by Severity or Risk Category Type to prioritize displaying specific events.

Project Information

The Project Info provides high level information about the project. This project information can be edited via the Project Settings tab in the left sidebar. The project information contains:

  • Project Description

  • Model tasks associated with project

  • Project Owner

Production Model

The Production Model info provides high level information about the production model. This cannot be edited. The production model information contains:

  • Model Task

  • Model Owner

  • Created Date

  • Last Model Output - the date-timestamp of the model’s last prediction

  • Reference Dataset - the dataset the production model was trained on

  • Model Cards - navigates to model card builder for production model

Operational Risk

The Operational Risk can be Passing, Warning, Alert. It also provides the underlying cause of the risk:

  • Abnormal Inputs

  • Drift

  • Model Performance

  • Subset Performance Degradation

Ethical Risk

The Ethical Risk can be Passing, Warning, Alert. It also provides the underlying cause of the risk:

  • Bias and Ethical Risk

Security Risk

The Security Risk can be Passing, Warning, Alert. It also provides the underlying cause of the risk:

  • Data Poisoning Detection

  • Evasion Attack Detection