VC Nest的动态

Attended an insightful session on Building Reliable AI Agents: From POC to Production, hosted by RagaAI Inc in partnership with VC Nest and IIT Bay Area Alumni Association. Key Takeaways: 1. Everyone is still figuring out agentic workflows, but with rapid advancements in foundational models, adoption will accelerate. The question is no longer if but when businesses will integrate AI agents to enhance efficiency and customer experience. 2. Agentic frameworks are making it easier to experiment and build quickly, but the real challenge lies in taking a POC to production. Every POC needs customer feedback to determine whether it’s a painkiller or a vitamin. 3. Four key areas to focus on when building AI agents: - Usage & relevance – Define clear use cases and validate conversational accuracy with end users. - Safety & guardrails – Ensuring reliability in complex environments. - Cost & efficiency – Measuring affordability and performance. - Scalability – Making agentic workflows production-ready. One interesting theme across discussions: everyone in this space is facing similar challenges. There’s massive room for new, innovative products to simplify and accelerate the development of AI agents in complex ecosystems. Thanks to all the speakers: Pradeep Javangula, Unmesh Kulkarni, Mayank Kumar, Davit Buniatyan, and Gaurav Agarwal for sharing their insights. Looking forward to more such conversations. To all the speakers—let’s continue the discussion on Product Unfiltered podcast and share more insights with our product community to build better products for the world. . . . #AI #ArtificialIntelligence #AgenticAI #LLM #MachineLearning #Automation #AIAgents #TechInnovation #POCtoProduction #ProductManagement #StartupLife #FutureOfAI #Innovation #DeepTech #EnterpriseAI #AITools #AIWorkflows #Scalability #ProductDevelopment #TechTrends #EmergingTech #AIForBusiness #AIInnovation #DigitalTransformation #ConversationalAI #AICommunity #Networking #TechEvents #Leadership #VC #Founders