Getting AI operational readiness right means making sure your AI systems are reliable and responsible from day one. It's like tuning an engine before a long race—testing for bias, ensuring data quality, and setting up governance so the AI doesn't go off the rails. I've seen teams rush to deploy without this, only to scramble later when outputs start drifting or compliance flags pop up. Proper readiness saves that headache. ai operational readiness 9