Final Judge Evidence Pack
One safe path through what was built, what evidence exists, what to click, and which claims remain intentionally outside scope.
Synthetic-onlyAdvisory-onlyStdlib runtimeGPU required: falseExternal service required: falseDeterministic rules authoritative
171,000trainingRows
38faultPrototypeCount
19featureWeightCount
95.51%neuralFaultAccuracy
99.52%neuralBehaviorAccuracy
77.25%distilledFaultAccuracy
94.06%distilledBehaviorAccuracy
Top evidence routes
Command CenterProduct home screen and safety posture.Algorithm ConsoleTraining, distillation, features, coverage, and weaknesses.Algorithm InsightsHeadline metrics and priority inspection targets.Behavior PredictorFourteen transparent distilled predictions.Inspection EngineLikely root causes and human inspection plans.Case WalkthroughsSix end-to-end narrative evidence paths.Large-Scale Data LabDeterministic high-volume data profiles.Fault AtlasThirty-eight synthetic fault prototypes.Demo FlowGuided presentation order.Production Gap AnalysisExplicit limits and future work.Final ValidationCommitted local validation evidence.
Evidence highlights
- synthetic sensor evidence
- data quality pipeline
- consensus guardrails
- SERS advisory risk
- STBL behavior prediction
- root cause inspection
- algorithm console
- command center integration
- partner/API readiness
- production gap honesty
Claims boundary
- synthetic-only
- no external-world validation
- no operational disposition
- no regulated or compliance claim
- no real customer integration
Demo path
Start at the command center, open algorithm evidence, follow one case walkthrough, and close with the production gap analysis.