Recent global outages affecting major internet infrastructure providers exposed a critical weakness in how many companies use AI. As soon as routing, DNS, or CDN layers went down, thousands of businesses relying on public AI APIs like ChatGPT experienced slowdowns, errors, or complete downtime—even if the AI providers themselves were fully operational.   These incidents […]

How to Get Started with a Private LLM Introduction Large Language Models (LLMs) like ChatGPT have transformed how businesses use artificial intelligence, offering powerful capabilities in content generation, customer support, and data analysis. However, reliance on public APIs comes with limitations—data privacy risks, lack of customization, and unpredictable costs. Private LLMs offer an alternative: language […]

Introduction: The Rise of Large Language Models in Business Large Language Models (LLMs) have quickly become essential tools for businesses across industries. From customer service automation to content creation, data analysis, and internal knowledge management, these AI systems are transforming how companies operate. Most people are familiar with ChatGPT, the popular AI chatbot developed by […]