Aionic Labs
@aioniclabs.ai
Every heartbeat, price tick, and sensor stream creates time series data. In contrast to text, image, and audio, frontier AI models did not understand time series data, until now.
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About Aionic Labs
Aionic Labs (Aionic AG) is a European frontier AI company proudly built and trained in Europe, pioneering a new AI modality: Time Series Language Models (TSLMs). While existing Time Series Foundation Models can perceive raw signals but cannot explain them, and LLMs can reason in natural language but cannot perceive time series, Aionic's TSLMs do both simultaneously — enabling direct reasoning, explanation, and forecasting over temporal sensor data in natural language. Its first model, OpenTSLM — accepted at ICML 2026 and released open source under the MIT licence — scores 99.
71 on the TSQA reasoning benchmark, compared to 59. 24 for GPT-4o. Applications span predictive maintenance, anomaly detection, forecasting, and optimization across healthcare, finance, industrials, energy, and telecommunications.
Supported by Next Frontier AI and SPRIND, Aionic Labs is building the temporal interface for AI — the universal layer connecting continuous real-world signals to intelligent decisions and autonomous agents
