Google has unveiled Veo 3, an upgraded AI model featuring enhanced real time visual recognition and deeper analytics capability targeting industrial automation, research acceleration and high volume data classification workloads. Analysts say Veo 3 represents a broader push toward applied vision model deployment at scale and not just benchmarking milestone pursuit. Industry watchers expect enterprise adoption cycles in logistics, security infrastructure, retail intelligence and complex manufacturing. For AI PMs this model release reinforces the shift toward highly optimised verticalised visual inference instead of pure generic multimodal brute force expansion.