Proactive analytics uses historical inspection data, AI, and condition monitoring to deliver critical insights, which allows O&M teams to schedule repairs during planned maintenance windows instead of reacting to breakdowns. By tracking defect progression over time using digital twins, operators can prioritize the turbines at highest risk and allocate resources accordingly, reducing both cost and operational risk across the portfolio.