Post by S. Shah

🔄 Most AI teams are stuck in an endless loop: building demos that never scale, pilots that never go live, and PoCs with no path to production. Start with customer problems, not cool tools. Test quickly. Track business value, not just model metrics. Kill what doesn't work. Scale what does. 📈 AI isn't failing because the technology is broken. It's failing because the approach is. Time for a leaner way forward. 🚀 #AI #MachineLearning #ProductManagement #LeanAI #AIStrategy