For decades, pipeline integrity programs leaned heavily on scheduled inspection intervals and a single set of corrosion coupons installed at a handful of monitoring points. That is changing fast. Across crude, gas, and water gathering systems, operators are moving corrosion monitoring closer to the front line— deploying more coupons, adding electrical-resistance (ER) probes, and reading corrosion rates continuously rather than once per turnaround.