The unified brain — what it does and its limits
اقرأ Here is what this page is for بالعربية
In a real inspection evidence does not come from one instrument: a louder sound here, a different temperature there, moisture spreading, a meter turning. The unified brain gathers these readings when the technician records them with Kashf Pro tools and produces one estimate: where the leak most likely is, with what probability, and why. The result appears in the report with its confidence level.
How it works
- Each tool produces evidence with a position and strength (for example an acoustic peak at a point, a thermal signature along a route).
- Evidence is merged by explainable rules (no black box): agreement raises confidence, conflict lowers it and is stated.
- The output: a location range, an estimated probability, and the supporting and opposing evidence.
- When an AI service is connected it may be used to phrase the explanation, not to change the measurements.
Why it helps you
It makes the decision to open more accurate and explains “why here” instead of “trust us”. Every estimate is written in the report with the same confidence it was computed with.
Honest limits
- The estimate is not a final diagnosis; confirmation comes from opening and repair.
- Confidence is an estimate, not yet statistically calibrated, and is labelled as such.
- Estimate quality depends on reading quality and access to positions.
- It does not work without measuring instruments; it merges evidence, it does not replace it.
Frequently asked questions
Does it replace the technician?
No. The technician measures and decides; the unified brain organises and explains the evidence.
Do I see the result?
Yes, in the inspection report: range, probability and evidence.
On-site service is available in Saudi Arabia only. The online tools can be used anywhere.
We explain what the feature does and does not do. Estimated values (probabilities, indicators, estimates) support a decision and are not a final diagnosis; confirmation comes from an on-site inspection.