Quality Issue Predictions
This project-level Insights tool displays the predicted quality issues likely to occur on a project based on historical project data, trade performance, industry benchmarks, and regional patterns, with supporting signals and examples. This insight is available to enrolled companies with access to the Insights, Observations, Punch List, and Inspections tools.
Note: Users with Admin-level permissions on the Observations or Punch List tools can view this insight. Additionally, those with "View Project Observation Insights" or "View Project Punch Item Insights" granular permissions also have access.
The Quality Issue Predictions insight highlights the top eight quality risks you are likely to encounter for a project. By analyzing your organization's historical projects, vendor performance, industry trends, and regional patterns, it identifies key focus areas—allowing project and quality leaders to align teams and workflows before problems compound. Using this insight data, you can:
Get early visibility into probable quality themes for your project, going beyond what has already been logged.
Understand why each topic matters by analyzing signals such as past project data, vendor track records, and common trends within your industry cohort and region.
Move from insight to action with direct links to explore quality data and reporting in context—such as reports and Observations, consistent with your permissions.
Note: Predictions are intended to support informed planning and should be validated against your project’s scope, contracts, and current conditions. Use them as a supplement to your established quality processes. You should verify for accuracy before operational or contractual decisions.
To view each issue information, click View Details in the corresponding section. Click View Quality Items on this Project to see quality related object details.