Electronic component obsolescence can derail product lifecycles, drive up costs, and create redesign bottlenecks. The 2025 Reliability Report shows how SiliconExpert’s Y-to-EOL (Years-to-End-of-Life) algorithm delivers 92.99% prediction accuracy, giving engineers the foresight to align part lifecycles with product lifespans. By combining predictive lifecycle analytics with a database of over one billion parts, SiliconExpert enables teams to anticipate risks, plan alternatives early, and avoid reliance on last-minute PCNs. This report highlights why proactive obsolescence management is critical and how advanced forecasting can protect quality, compliance, and profitability across industries.