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LPM™ · Lifecycle Predictive Analytics

See the replacement year
before it sees you.

Post-MVP release · preview demo

LPM™ projects remaining useful life from real duty and charging behaviour — so capital planning runs on evidence, not guesswork. Move the sliders to see the curve and replacement timing shift.

LPM™ Lifecycle Predictive Analytics Pack · 350 kWh NMC

Operating profile

Average daily duty220 km
Fast-charge share35%
Avg depth-of-discharge60%
Remaining useful life
Est. replacement

Projected State-of-Health

Dashed line = 70% end-of-life threshold. Curve projects from current 91% SoH.

Illustrative demo. Vehicles, packs and figures are modeled, not field-verified — shown to demonstrate the module experience.