Centralized data processing models have been traditional, involving data transmission from edge devices to central servers for analysis.While centralized processing offers benefits like streamlined data management, it also incurs hidden costs.Edge computing processes data closer to the source, reducing financial, environmental, and operational challenges.Challenges of centralized data processing include high bandwidth costs, storage expenses, and operational inefficiencies.Energy demands of centralized data centers contribute to substantial carbon footprints and environmental impact.Edge computing reduces energy consumption and latency by processing data locally, improving real-time capabilities.Edge computing has proven valuable in industries like manufacturing, healthcare, and smart cities for smarter operations.Volt Active Data exemplifies how edge intelligence can address inefficiencies in centralized architectures.By embracing edge intelligence platforms like Volt, businesses can reduce operational expenses and environmental footprint.Edge computing enables organizations to operate smarter, conserve resources, and align technology with sustainability goals.