Orchestra estimates a battery's State of Health and Remaining Useful Life by routing telemetry through four zones: input, a multi-agent council, uncertainty-aware aggregation, and a single unified output. Every number the council produces has already been peer-reviewed.
Cycle index, capacity, voltage and pack temperature are read every cycle and projected through a small transformer encoder into a 768-dimensional feature space before reaching the agent council.
SOH and RUL each have their own group of independent agents. A Risk module and an Uncertainty module sit alongside them, all feeding a shared consensus core. Click any orb or monolith for detail.
The council's votes collapse into a single unified estimate — ready for downstream decision-making and application allocation.
A single estimator has no way to know when its own input has gone bad. A council can — the other members simply outvote it.