Financial analytics is a research field and methodological approach concerned with the systematic application of quantitative techniques to analyze financial data. It employs statistical modeling, data mining, machine learning, and computational methods to understand, predict, and optimize financial outcomes, inform strategic decision-making, manage risk, and evaluate performance within financial markets and organizations.