25,000 leads in new industrial domains: method

25,000 leads, composed not written. 50 industrial domains × 25 techniques developed in this programme × 20 failure modes = 25,000. This project is deliberately different from the other two: the domains are new industrial and process areas, and the operator is one of our own screening techniques rather than a generic question. None of the 25,000 has been tested; the tests that were run are on page 14.

1. The composition

A lead reads: "in domain, apply the technique to separate artifact from the reported bulk behaviour". The structure encodes what this programme has actually learned: the useful question is rarely "what is the property" but "which confounder is being inferred through".

2. Domains (50)

DomainLeads
automotive paint500
blow moulding500
cable glands500
capacitor ageing500
casting500
connector contacts500
extrusion500
fastener galvanic couples500
filter media500
forging500
gasket creep500
inductor cores500
injection moulding500
pump cavitation500
relay switching500
valve packing500
EV charging hardware500
PCB reliability500
battery pack thermal500
brake friction500
cleanroom air500
composite layup500
crane wire500
elevator ropes500
fire suppression500
heat-treat furnaces500
honeycomb panels500
marine coatings500
mineral flotation500
mining comminution500
pipeline integrity500
rail track500
smoke detection500
solder joints500
thin-film deposition500
transformer oil500
tyre compounds500
wind turbine blades500
LNG storage500
aerospace structures500
cryogenic hardware500
geothermal wells500
offshore moorings500
oilfield cement500
pressure vessels500
satellite thermal control500
semiconductor lithography500
switchgear insulation500
tidal turbines500
wafer polishing500

3. Techniques (25)

TechniqueLeads
blind reanalysis1,000
derived-variable check1,000
digit audit1,000
dimensional audit1,000
endpoint consistency1,000
free-coefficient count1,000
group-split validation1,000
parity screen1,000
spread criterion1,000
truncation correction1,000
blank as sample1,000
cross-instrument transfer1,000
derived-column detector1,000
distribution not mean1,000
hysteresis cycle1,000
negative control arm1,000
order-of-operations test1,000
reference-ratio reporting1,000
sample-history audit1,000
saturation sweep1,000
second-condition replicate1,000
three-estimator agreement1,000
threshold-stability sweep1,000
time-zero control1,000
two-condition identifiability1,000

4. Failure modes (20)

Failure modeLeads
ESD damage1,250
UV embrittlement1,250
cavitation erosion1,250
creep relaxation1,250
delamination1,250
fretting1,250
galvanic couple current1,250
hydrogen embrittlement1,250
ionic contamination1,250
microbial corrosion1,250
misalignment1,250
moisture ingress1,250
outgassing1,250
particulate contamination1,250
process residue1,250
solder voiding1,250
stress-corrosion cracking1,250
thermal-cycle fatigue1,250
vibration loosening1,250
whisker growth1,250

5. Scoring

Practicality = 6 − domain cost tier. Testability = 6 − technique cost, where reanalysis and audit techniques score higher than those needing new apparatus. Total 2–10; the catalogue is ordered by it.

6. What is deliberately different from the other two projects

Project 1Project 2This project
Domainsscience and metrologypractical consumer and processheavy industry and manufacturing
Operatora disagreement between modelsa generic measurement trapone of our own screening techniques
Unita testable claima questionan audit to run on an existing record

7. Limits


Incoprea Research · third project, 25,000 leads · 3 November 2026. Composition plus the programme's own techniques. No experiment performed.