Decoding the AI Software Landscape: A Guide to GenAI Categories

This article discusses insights from IDC on maximizing Generative AI (GenAI) deployments by utilizing LLM software platforms. It explores the current landscape of AI technology, comparing various categories of platforms and tools while highlighting the challenges faced by organizations in implementing GenAI projects. The article delves into different types of AI software such as Packaged Apps with AI Features, AI Augmented Business Application Platforms, AI Augmented Orchestration Applications, AI Augmented Data Platforms, Model Studios, Frameworks, and Model Libraries. It also discusses the role of Inference providers in delivering pre-trained AI models for specific tasks. The article concludes by recommending an end-to-end platform like Composable as the top choice for enterprise organizations due to its fine-grained security, scalability, governance, and observability features.