Settlement calculators and automated decision systems make catastrophically wrong liability assessments in insurance claims

Insurance companies and large logistics firms rely on algorithmic settlement calculators that systematically underestimate claim values and recommend rejecting settlements, leading to massive jury awards that dwarf the original settlement offers. Claims adjusters and risk managers have no reliable way to override or validate these automated recommendations, resulting in multi-million dollar losses when cases go to trial instead of settling at reasonable amounts.