Why Most AI initiative never reach to production

88% of AI pilots never make it to production - and the reasons aren't what most teams think. In this video, I break down the data behind the failure rate (Gartner, MIT, BCG, IDC) and walk through the real, recurring root causes - from MLOps and infrastructure gaps to missing success metrics and late governance. I close with a practical 5-shift framework technology leaders can use to design AI projects for production from day one, not as an afterthought. If you're building, leading, or investing in AI initiatives, this one's for you. #AI #GenerativeAI #LLM #ArtificialIntelligence #OpenAI #ClaudeAI #GeminiAI #EnterpriseAI #AIArchitecture #AIGateway #RAG #RetrievalAugmentedGeneration #MachineLearning #AITechnology #AIEngineering #AITips #AIAgents #FutureOfAI #TechLeadership #SoftwareArchitecture #CloudArchitecture #DataEngineering #MLOps #DigitalTransformation #Innovation #AItechnicaldebt