Azure Cognitive Services offer AI capabilities to developers without needing machine-learning expertise, allowing features like vision, speech, and decision-making to be integrated into applications via API calls. Specific APIs such as Custom Vision and Text Analytics enable image content analysis and sentiment detection, respectively. This accessibility makes it easier for developers to harness AI technologies.