Quantitative analysis (QA) in finance utilizes mathematical and statistical methods to evaluate the value of financial assets, supported by advancements in computer technology. Professionals known as quants, often with scientific backgrounds, develop automated trading systems using various financial metrics for data-driven insights. The process involves careful analysis of financial ratios, projected earnings, and company performance to predict future revenue and financial health.