What is the difference between AI software development and machine learning services?

Artificial intelligence software development covers a broad range of intelligent technologies including automation systems, computer vision, conversational AI, and generative models. Machine learning is a subset of AI that focuses specifically on training models to learn from data and improve predictive performance.

A dedicated machine learning development company for predictive analytics solutions builds algorithms for forecasting, recommendation systems, and fraud detection. Meanwhile, a full-scale AI software development company for enterprise automation may integrate these ML models with workflow automation, chatbot platforms, and cloud infrastructure to create end-to-end intelligent ecosystems.