Innovation portfolio

SPAI-DT

Three-tier system designed for smart, predictive maintenance of structures, combining sensors, AI, and Digital Twin technology.
Artificial intelligence ARTIST - Jari Järvi/Aalto University

Status:

Pre-business

SDGs:

Industry, innovation and infrastructure

Industry:

ICT

Impact:

Sustainable systems

Origin:

Research to Business

School:

School of Engineering

Established:

2025

SPAI-DT is an innovative, three-tier system designed for smart, predictive maintenance of structures, combining sensors, AI, and Digital Twin technology. The system uses smart sensors and cloud-based data processing to continuously monitor structures, detecting and assessing damage in real-time.

Digital Twin technology creates a virtual model of the structure, allowing for accurate simulations to assess the condition and predict future issues. AI-driven models then recommend proactive maintenance and retrofitting strategies, optimizing both cost (LCC) and environmental impact (LCA).

The system also includes an intelligent assistant powered by Generative AI, which provides users with clear recommendations for maintenance, considering the structure's current state and long-term sustainability. It even features an early warning system to alert users before critical failures occur, ensuring safety.

SPAI-DT offers a fully automated, user-friendly solution for maintaining infrastructure, delivering longer service life, reduced costs, and lower environmental impact—all without the need for major changes to existing operations. It is a pioneering approach in the field, bringing unmatched efficiency and ease to structural maintenance.

Read more about innovation services

Aalto University Innovation Services

Aalto Innovation Services manages the commercialization of inventions at Aalto University.

Researchers

Startup ecosystem

Interested in enterpreneurship, startups and innovations? Welcome to join our community.

A picture taken at the Arctic15 business summit, where the Aalto startup community is showcasing their innovations to stakeholders

Founder School

Aalto Founder School brings entrepreneurship closer to all students at Aalto through monthly Founder Talks, a new minor studies programme, and a tailor-made Founder Sprint for the most driven founders.  

Silhouetted people stand before a large screen displaying a vibrant gradient from blue to pink and orange.

Designs for a Cooler Planet 2025 exhibition

Aalto University’s biggest annual exhibition presents visionary cross-disciplinary work. Come explore prototypes, experiments and solutions.

Visitors at an exhibition exploring sustainable materials. Displays include furniture, small plants, and design elements.

News from innovation ecosystem

Aalto Creatives pre-incubator visual
Campus, Cooperation, Press releases Published:

Call for Applications: Aalto Creatives Pre-incubator Programme Spring 2026

Join the Aalto Creatives afterwork and info session on 20.1.2026 to find out more about the open call and meet the Aalto Creatives team.
A large audience watches the final presentation of Junction hackathon on stage, with '1st ApprenticeCircle+' on screen for Aalto University challenge.
Awards and Recognition, Cooperation Published:

Aalto students and researchers shape together how we age with AI at Junction hackathon 2025

The 'Aging with AI' hackathon challenge sparked a winning solution connecting generations over shared learning experiences, preserving cultural skills.
A small satellite with black panels and a red tag that reads 'REMOVE BEFORE FLIGHT' on a grey background.
Press releases, Research & Art Published:

Finland’s Foresail-1p science satellite successfully launched into space

The Finnish science satellite Foresail-1p was successfully launched into space after 8 PM Finnish time on Friday 28 November 2025, aboard the Transporter-15 mission from Vandenberg Space Force Base, California.
Aalto University Campus
Campus, Cooperation, Studies, University Published:

Aalto University establishes a professorship of practice position in data economy

The new professorship strengthens the collaboration between Aalto University and South-Eastern Finland University of Applied Sciences.
  • Updated:
  • Published:
Share
URL copied!