AIWatch.

With support from SPRIN-D’s Next Frontier AI initiative, we are building a frontier AI company at the heart of Europe’s leading AI ecosystem.

Clinicians decide when a patient needs intervention. Factory teams catch machine problems before production stops. Operators determine which alarms demand action.

These are some of the most consequential decisions in the physical economy, and they all depend on time-series data.

We are developing Time-Series Language Models (TSLMs) that can understand these signals, reason over them, predict what comes next, and suggest actions in natural language.

TSLMs connect sensor data with language experts use to make critical decisions.

Europe is the right place to build this technology. We have world-class research, top technical talent, and decades of industrial expertise and data.

Our team brings together former founders, frontier tech experience, and world-class researchers from Stanford, Harvard, ETH Agentic Systems Lab (@ETH_agent_lab), ETH AI Center (@ETH_AI_Center) and CDTM (@cdtm_munich). We have built companies, developed technology at scale, and advanced research at the frontier of AI.

Over the coming months, we will:

→ Launch selected TSLM pilots across manufacturing, healthcare, energy, logistics, telecom, insurance, and banking. → Build an open research community around OpenTSLM (@OpenTSLM) and TimeNet. → Enable trusted data partnerships across industries. → Accelerate the Time-Series AI community in Zurich and Europe.

From Zurich. For Europe. 🇨🇭🇪🇺

Join our mission and help build a Frontier AI Lab from day one. Career and pilot program links are in the comments.

Managing Directors: Robert Jakob (@robertjakob), Thomas Kaar (@thomaskaar) Supported by: SPRIN-D (@SPRIND) Photo: Felix Adler für SPRIND