The New Edge AI Playbook: Why Training Models is Yesterday’s Challenge

We’re witnessing a continued expansion of artificial intelligence as it expands from cloud to edge computing environments. With the global edge computing market projected to reach $350 billion in 2027, organizations are rapidly transitioning from focusing on model training to solving the complex challenges of deployment. This shift toward edge computing, federated learning, and distributed inference is reshaping how AI delivers value in real-world applications.