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Insights

Clear thinking for the next inspection workflow.

Educational perspectives on drone-assisted capture, human review, evidence traceability, computer vision, and the responsible development of inspection-intelligence software.

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Editorial approach

Evidence-safe by design.

These implementation drafts are educational and non-legal. They do not provide structural-safety advice, engineering certification, crack-cause diagnosis, standards interpretation, or repair-cost guidance.