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Itron Inspire

Grid Edge Intelligence as the Next Reliability Architecture

October 15, 2026

The next reliability architecture connects intelligence at the grid edge with cloud-scale data, AI and operational workflows. Itron provides high-resolution sensing, distributed intelligence, utility-domain context, and the operating foundation needed to operationalize Grid Edge Intelligence. Microsoft Fabric and Microsoft Foundry extend that intelligence across analytics, enterprise systems, and human-centered workflows. This combination matters because many of the most consequential changes are highly localized. An electric-vehicle charging cluster can strain a single transformer, rooftop solar can alter voltage on one circuit, a storm can interrupt part of a feeder and a large new load can emerge faster than traditional planning cycles anticipated. There is an immediate need for higher-resolution, integrated and scenario-based forecasting that accounts for where and when demand appears rather than relying on siloed planning models.

Traditional advanced metering infrastructure (AMI) created enormous value by automating meter reading and connecting utilities to millions of endpoints. The next evolution is to transform those endpoints into an operational sensing and intelligence layer that helps utilities understand changing grid conditions and convert awareness into action with greater speed and precision. Itron’s Grid Edge Intelligence portfolio advances evolution by combining AMI, intelligent connectivity and distributed intelligence to process high-resolution information closer to where it is created. Its capabilities help utilities monitor transformer load and voltage, understand meter-to-transformer relationships and phase connectivity, identify EV and solar activity, detect outages and integrate insights with ADMS and DERMS platforms.

The opportunity for Itron and Microsoft goes well beyond moving more meter data to the cloud. Together, the companies can create an edge-to-cloud operational intelligence architecture that applies intelligence where it delivers the greatest value: at the edge for timely, localized action and in the cloud for integrated analytics, AI, enterprise coordination and decision support. The result is a more responsive foundation for grid reliability that helps utilities anticipate change, act sooner, make more informed decisions and operate with greater resilience.
 

By Akilan Kapilan


Microsoft, Director Industry Advisor, Energy and Resources


Akilan Kapilan is a Director Industry Advisor at Microsoft, where he works closely with energy, utilities, and resources organisations to drive large‑scale digital transformation and AI‑led innovation. He advises senior executives on applying cloud, data, and artificial intelligence technologies to improve operational performance, accelerate decision‑making, and unlock new business value. With deep expertise in Azure cloud platforms, AI operationalisation and governance, industry‑specific analytics, and generative AI solutions, Akilan helps organisations translate advanced technology capabilities into practical, scalable use cases. His work spans areas such as predictive analytics, enterprise AI adoption, data integration, and executive‑level solution design.


advanced metering infrastructure