Transparent Methodology
How Sarenica Works
No black-box AI. Every metric has a documented methodology. See exactly how your data is analyzed.
Core Principles
Deterministic
Reproducible results using documented algorithms, not LLM guessing
Pattern-Based
Detects patterns in YOUR behavior, not generic benchmarks
Quality-Adjusted
Sensor confidence penalties for accurate readings
Individual Analysis
Compare you to yourself over time, not population averages
Detailed Methodologies
Our Transparency Promise
We believe users deserve to know exactly how their data is analyzed. This page documents our core methodologies, but every Hydrogen agent command also includes a /methodology flag to explain specific calculations in detail.
- All algorithms are deterministic and reproducible
- Quality adjustments are transparent and documented
- Statistical methods include confidence intervals and significance tests
- Confounding factors are identified and reported
- Updates to methodologies are versioned and announced
Questions about our methodology? Email us at methodology@sarenica.com