In an insightful session from the Apsara Conference 2025, Hubert Ng, Vice President, APAC at Squirro, breaks down what it truly takes to build enterprise-grade GenAI. He explains why success goes far beyond retrieval systems or chatbots, demanding security, scalability, and deep system intelligence. With nearly 95% of enterprise AI initiatives failing, Hubert sheds light on how Squirro is tackling core challenges like data access control, workflow integration, and legacy system compatibility. Discover how Squirro’s AI-driven knowledge management platform, powered by Alibaba Cloud’s robust scalability and data security, is redefining enterprise AI, moving beyond SaaS, beyond surface innovation. #Apsara2025 #AlibabaCloud #GenAI #EnterpriseAI #AIInnovation #KnowledgeManagement #CloudComputing #AIFuture