Their diagnostic predictive algorithms improve the safety of lithium-ion and other battery types used in consumer electronics, electric vehicles, medical equipment, and aircraft by identifying markers that are more sensitive than competing systems to internally developing safety hazards in cells. Their solution provides advance warning prior to the cell reaching the threshold for a potential explosion, allowing consumers to take corrective action to avoid fires and mitigate risk to the person. ALGOLiON provides this solution B2B under license to the consumer electronics, e-cigarettes, aviation, and e-mobility markets, and has engaged with companies such as Ferrari, Bosch Automotive Electronics, Boeing, Airbus, Philip Morris International, and Sunwoda China. They are the only pure software solution for battery hazard prognosis, providing a week advance notice of premature cell degradation and internally developed safety events like fire, thermal runaway, and lithium plating.