Enterprise GenAI: Definition, Challenges, and Solutions

Enterprise AI applies artificial intelligence to improve business efficiency using hyper-focused, task-specific models (TSMs). In contrast to general-purpose AI trained on vast internet data, enterprise AI utilizes internal company documents, leading to more reliable and contextually relevant results. This targeted approach mitigates the risk of hallucinations and inaccuracies while offering greater security and transparency. By focusing on specific, high-value use cases, organizations can achieve faster integration and a clearer return on investment.