Cracks
Cracks after demolding, steam curing, handling, or installation.
Precast troubleshooting workspace
Start from symptoms, photos, or test context. AI creates a possible-cause report with missing evidence and human-review gates.
Diagnosis flow
AI does not produce final engineering conclusions; it structures what to verify.
Troubleshooting report draft
The first output is a cautious report with missing evidence and human-review gates.
Possible causes onlyVerify with engineerSource / photo needed
Honeycomb
Surface voids, compaction gaps, or formwork leakage to investigate.
Low strength
Early strength, curing cycle, cementitious materials, and testing context.
Demolding issue
Release timing, mold condition, lifting points, and surface damage.
Broken pile
Driving, transport, lifting, pile shoe, splice, and handling checks.
Surface defect
Color, laitance, bugholes, release agent, and finishing variation.