Why is a 5-year data lake critical for network operations?

Extended 5-year retention enables long-term trend and encroachment analysis—such as identifying a 3-year gradual decline in microwave Radio Frequency (RF) signal strength due to tree growth, or tracking battery cell degradation over multiple seasonal cycles—which standard 30-day retention windows cannot detect.