Click any cell to inspect its degradation forecast. Status reflects current State of Health and predicted remaining cycles.
| Cell | Chem | Age (cyc) | SOH | Pred. life | RUL | Status |
|---|
Solid = measured so far. Dashed = CellSight forecast with 1σ band. We commit to a remaining-life number from the early data on the left of the marker.
Prediction error vs. how many cycles you've observed. The earlier you can trust the number, the more money the decision is worth. This chart uses synthetic numbers shaped to illustrate that idea — not the real thesis results, which are unpublished pre-defense.
Median lead time CellSight buys you over waiting for a cell to visibly fade — time to rebalance, resell, or pull a pack before it fails.
A synthetic, illustrative comparison vs. a recurrent (GRU)-style baseline at ≤200 observed cycles — where the expensive decisions get made. Not the measured thesis result.
Watch / at-risk / replace cells surfaced now, while there's still resale value or warranty headroom to protect.