AVL Corporate Online Session: Advanced AI in Industrial Time-Series Data

Artificial Intelligence is rapidly transforming industrial operations by enabling organisations to extract deeper insights from complex engineering and sensor data, optimise system performance and improve predictive decision-making. As industries increasingly adopt AI-driven solutions, there is growing demand for innovative technologies capable of identifying hidden operational patterns, detecting anomalies and supporting intelligent industrial automation.

As part of the Eureka Investment Readiness Programme (IRP), Eureka will host an AVL Corporate Online Session to introduce startups and innovation-driven companies to AVL's latest global scouting campaign focused on Advanced AI in Industrial Time-Series Data.

The session forms part of Eureka's ongoing collaboration with AVL to strengthen connections between innovative startups and established industry leaders while creating opportunities for technology commercialisation, corporate partnerships and international market engagement.

During the online session, Lisbora Likaj (Project Manager) and Kevin Grebien (Business Development Manager) from AVL will present the scouting challenge, outline the technological capabilities being sought and explain how startups can engage with AVL's innovation ecosystem.

The scouting campaign is seeking innovative organisations developing next-generation Artificial Intelligence solutions capable of analysing large-scale industrial time-series data. Areas of interest include technologies focused on:

• Anomaly detection
• Behavioural pattern discovery
• Representation learning
• Unsupervised machine learning
• Self-supervised learning
• Probabilistic machine learning
• Scientific machine learning
• AI solutions for industrial sensor and engineering datasets

AVL is particularly interested in solutions capable of identifying operational states, hidden patterns and anomalies without relying on predefined rules or manually labelled datasets, helping industries improve operational efficiency, predictive maintenance and intelligent decision-making.

Participants will gain valuable insights into:

• The objectives of AVL's Advanced AI scouting campaign.
• The innovation challenges AVL is seeking to solve.
• The ideal startup profile for collaboration.
• Opportunities to engage with AVL through corporate innovation initiatives.
• Potential pathways for strategic partnerships and technology collaboration.

The session presents an excellent opportunity for deep-tech startups, university spin-offs, AI innovators and research-driven companies to showcase their capabilities while exploring collaboration opportunities with one of the world's leading engineering and mobility technology companies.

The Investment Readiness Programme (IRP) forms part of the European Partnership on Innovative SMEs and is co-funded by the European Union through Horizon Europe, supporting innovative companies in strengthening their investment readiness and international commercialisation potential.

Click HERE to visit the official website.