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WARA AI-TRICS Time Series TS2026 Challenge aims to bring real-world time series problems to the academic community, recognizing their cross-domain relevance in modern industrial, telecommunication, and financial systems. To foster methodological innovation and build a sustained research community around time series, we present the first WARA AI-TRICS Time Series TS2026 Challenge for researchers in Sweden, with the intention of establishing the challenge as a recurring annual event.