Enterprise before the AI ​​era: costs, security, and adaptive strategies

Original author：NemoNews

Original source：https://www.youtube.com/embed/u-jNPAS663E

AI is opening up opportunities to increase performance, but also pushing businesses into new problems: token costs are escalating, sensitive data is easily leaked, and AI strategies have to change every quarter. This episode goes straight into 3 vital axes: optimizing costs when using LLM/AI agents, defending against prompt injection and how to build a team to avoid being passively "AIized". If you're considering implementing the OpenAI API or any AI system into your product, here's a practical checklist to avoid paying exorbitant tuition. 🎧 Like the video, subscribe to NemoMedia channel and comment to share your experience deploying AI in your company. #aidoanhnghiep #chiphiAI #baomatAI #chienluocAI #promptinjection 00:00 AI shaping businesses: opportunities & challenges 00:48 LLM cost problem: token reduction, gateway 01:20 AI/RAG architecture & “agentic technical debt” 01:57 Security, ethics & impact on jobs 03:10 USD, interest rates & tech infrastructure for AI