Doxel's product presentation describes a workflow combining BIM, 360-degree video and computer vision to track installed work by trade and stage. This is an external reference, not a verified Panpo capability.
Case reference: Doxel — apresentação do produto ↗
Capture consistently
Comparisons depend on consistent coverage. Obstructions, changed routes and concealed elements must be considered. An object missing from a capture is not necessarily missing from the site.
Connect observations to work packages
To support planning, a record must relate to the correct location and activity. That connection provides a verifiable basis for discussing progress instead of relying only on reports.
Separate assistance from approval
Automated classifications and estimates need acceptance criteria and review. Detecting a component in an image is not sufficient to confirm its completion or quality.
Evaluate value in the project's context
Assessment should consider review time, coverage and usefulness in meetings. Results from other projects should not be transferred automatically to a new site.
From reference to application
The lesson for Geminarium is to organize captures, history and review in one context. Automation should be introduced according to data quality and each application's validated scope.



