Grid Analytics Platforms Steadily Displace Meter-Only Systems
Utilities across major East Asian and North American markets are increasingly specifying grid analytics and software platforms positioned against legacy meter-only deployments, responding to demand for accurate load forecasting that speeds renewable integration without maintaining separate manual grid planning teams at scale. This shift has required vendors to invest in machine learning model development and forecasting accuracy testing capability, a process that can take ten to sixteen months per platform generation given required utility certification. Utilities are increasingly treating analytics capability as a competitive prerequisite for new grid modernization programme launches, accelerating the transition considerably across the industry.
Market Impact: Adds 11 percent renewable-driven volume








