The global olive oil industry continues to face growing pressure to improve production efficiency, maintain product quality, and maximize profitability. As market competition intensifies and consumers demand higher-quality extra virgin olive oil (EVOO), producers can no longer rely solely on traditional laboratory testing methods to guide critical production decisions. Conventional analytical...