Inputs
Identity, operating context, charge, heat, information, and physical characterization.
YANTI Battery OS / platform
The persistent operating record around the physical battery.
YANTI turns expert battery knowledge into a guided, repeatable operating layer—so evidence, decisions, and history remain connected as the battery moves through its lifecycle.
Mechanism / decision layer
Evidence is only useful when its sufficiency changes an action.
YANTI connects battery identity, operating context, charge, heat, information, and physical characterization. It records what is known, what is uncertain, and what should happen next.
Sufficiency
A visible boundary between evidence that supports action and evidence that requires escalation.
Actions
Continue, Revive, Redeploy, Replace, or Retire—with the reasoning attached.
Record
Evidence, decisions, uncertainty, and outcomes remain linked to the physical battery.
Continuity / not just a screen
A longitudinal record that travels with the battery.
Identity
The physical battery has a persistent starting point.
Uncertainty
Missing or conflicting evidence stays visible.
Decision
The next action and its reasoning are recorded.
Outcome
Future decisions begin with prior context.
Boundary / what YANTI does not claim
A governed decision layer, not a replacement for the systems around it.
Not a BMS replacementNot a one-time diagnosticNot a certification claimNot a substitute for qualified judgment