AutoGain
Living Reliability Systems
Product Brochure
Magnus Quantify
The complete reliability statistics platform. 28 modules, 324 validated tests, 53 worked examples. Weibull, SPC, DOE, MSA, accelerated life testing, DVP&R — all in one browser-based tool.
Problems It Eliminates
- Fragmented toolchain: Minitab for SPC, Weibull++ for life data, Excel for everything else
- $5,000–$15,000/seat/year for commercial statistics software
- Statistical results trapped in spreadsheets, disconnected from FMEA
- Steep learning curve — Python, R, or command-line scripting required
28 Analysis Modules
| Category | Modules |
|---|---|
| Life Data | Weibull (2P/3P), Lognormal, Exponential, Distribution Comparison, Competing Risks |
| Quality | SPC Control Charts (I-MR, X̄/R, X̄/S, p/np/c/u), Process Capability, MSA/Gage R&R |
| Statistical Testing | Hypothesis Testing (t-test, Welch), ANOVA + Tukey, Linear Regression |
| Reliability | Reliability Growth (Crow-AMSAA), System RBD, Warranty Forecasting |
| Testing | Accelerated Life Testing (4 models), DVP&R, R90/C95 Demo, Data Analysis Flow |
| Learning | Model Cards, 53 Worked Examples, 80+ Term Glossary, Report Generator |
Accelerated Life Testing Models
🌡️ Arrhenius
Temperature acceleration. Activation energy, use-condition MTTF, reliability at different temperatures.
⚡ Inverse Power Law
Voltage/load stress. Power exponent, stress-life curves. AEC-Q100/JEDEC compliant.
🔄 Coffin-Manson
Thermal cycling fatigue. ΔT acceleration, solder joint life prediction.
🧪 Eyring
Multi-stress models combining temperature + humidity + voltage for complex physics.