Deterministic building intelligence

Follow the clues.
Reduce the uncertainty.

HouseSymptoms ranks likely causes from timing, location, weather and distinguishing evidence. The score is a transparent fit index—not a remote diagnosis.

21 diagnostic profiles31 failure fingerprints32 visual patterns
Active regional intelligenceGlobal baselineNo regional layer is active. Results use the global knowledge graph.
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Matched Visual Atlas pathways

See the routes behind this clue.

Language fit connects the description to explanatory diagrams and evidence worksheets. It is not a probability.

Active profile

Brown or yellow ceiling stain

Separate rain entry, plumbing leakage and cold-surface condensation by timing, position and moisture behavior.

See1evidence clues active
Evidence in this runAfter Rain ×Clear answers
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What is directly above it?

The vertical relationship changes the likely pathway.

Transparent cause ranking

What currently fits—and why

Fit index compares this profile’s evidence. It is not a probability and does not prove a hidden condition.

03
12fit index

Water escapes from a supply, drain, appliance connection or seal and appears away from the actual failure.

Evidence supporting it

No strong confirming clue has been added yet.

Evidence weakening it
  • Rain timing is less consistent with an internal plumbing source.
04
8fit index

Moist indoor air reaches a surface below its dew point and deposits liquid water.

Evidence supporting it

No strong confirming clue has been added yet.

Evidence weakening it
  • Direct rain correlation points toward liquid entry.
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