Innodisk told attendees at the 2026 AI EXPO that effective AI deployment requires more than raw computing power; it depends on tight integration between software and hardware, and on selecting components tailored to specific environments. The company argued that edge AI has progressed from image recognition and language models to autonomous learning and decision-making.