Standards expert witnesses assess whether products, services, and organizational practices align with industry, safety, and quality benchmarks. They are often engineers, compliance officers, auditors, or quality managers who analyze procedures, documentation, and performance metrics to identify deviations, evaluate risk, and clarify expected levels of care.