2Ai Applied Artificial Intelligence Laboratory

• Development of applied AI models for healthcare diagnosis and monitoring
• Industrial process optimisation using machine learning and sensor data
• Environmental and natural-hazards AI analytics for risk and resilience
• Research infrastructure and tools for image-tracking and computer vision
• Data acquisition and real-time analytics for smart systems
• Collaborative industry-academia projects for innovation transfer
• Custom AI solutions aligned with regional development and smart specialisation
• Applied robotics and AI integration for patient-specific medical devices
• Research-based AI tools for decision support and business outcomes
• Training and technology transfer for organisations wanting to adopt AI

2Ai – Applied Artificial Intelligence Laboratory is a research- and innovation-driven organization embedded within the Polytechnic Institute of Cávado and Ave (IPCA) in Portugal. Since its launch in early 2018 it has focused on delivering real-world artificial intelligence solutions across healthcare, industry, environment, and smart systems. The laboratory links academic research with industrial deployment to enable organisations to adopt machine learning, computer vision, robotics and data analytics technologies.

The lab specialises in model development and integration of AI to optimise processes such as medical image tracking, industrial sensor monitoring, natural hazard detection, and real-time decision support. It offers infrastructure, tools and domain expertise to turn raw data into actionable intelligence, enabling improved outcomes in efficiency, safety, and sustainability. Working within smart specialisation strategies, 2Ai partners with regional and European innovation programmes to deliver technology transfer and commercialisation of AI assets.

With a portfolio of projects ranging from medical robotics to environmental monitoring and industrial process optimisation, 2Ai provides a unique bridge between fundamental AI research and applied solutions. Organisations engaging with them gain access to tailored AI frameworks, expertise in deployment, and links to academic research for continuous improvement. Whether it is developing custom machine learning pipelines, integrating vision-based systems, or deploying analytics for new business models, 2Ai helps turn data into impact.

Given the increasing demand for AI across sectors, 2Ai brings together multidisciplinary teams to align AI development with business and societal goals—making it well suited for enterprises, research institutes, and public-sector organisations looking to adopt or scale AI responsibly.