A useful platform starts with a defined purpose. Consulting an issue, simulating a process and planning an intervention require different data and criteria.
Manufacturing: relate processes and state
An equipment assessment depends on the process it supports. In construction, the parallel is to relate an element to its activity, location and stage rather than observe it in isolation.
Energy: traceability for interpreting risk
An indication concerning a critical asset needs provenance and context. The same principle applies to a site: consequential decisions require clear limits on the information available.
Cities: integrate different scales
Territory, building and infrastructure data have different sources and resolutions. A shared reference helps combine them, but each analysis still depends on suitable scale and quality.
Construction: preserve continuity between teams
Organizations and professionals change throughout a project. Connecting records, models and revisions supports handover without relying solely on participants' memory.
From reference to application
For Panpo, the practical goal is to support inspections, progress tracking and comparison with design. The platform should help locate evidence and retain decisions without suggesting that technology removes the need for review.
