First featured in PES Solar Magazine, Issue 1, May 2025, by Karthik Yenduru, TGS Prediktor.

Abstract

As solar portfolios scale and diversify, asset performance management is under increasing pressure to deliver more, with less. In this PES Solar article, Karthik Yenduru explores how high-quality, contextualized data is central to overcoming common operational challenges like underperformance, manual reporting and reactive maintenance.

The piece outlines a shift in the industry: from fragmented data sources and legacy systems toward unified, real-time data infrastructure built on open standards. By focusing on interoperability and scalability, solar operators can unlock predictive analytics, streamline operations, and increase asset reliability, all while preparing for an AI-driven future.

At the heart of this transformation is Prediktor Data Gateway, which helps clean, standardize, and structure operational data across portfolios.

Explore the full article here and discover how energy leaders are rethinking performance, one data point at a time.