Pilot projects are not intended merely to confirm existing assumptions.
Unexpected observations frequently provide the most valuable engineering insights.
Every pilot should therefore contribute to refining:
- installation methodology
- material selection
- analytical models
- sensor placement
- communication strategies
- decision-support algorithms
Engineering progress depends upon learning from both successful and unsuccessful outcomes.
For this reason, every validated observation should become part of the permanent engineering knowledge maintained by the project.