Course provider: Technology park Ljubljana (TP LJ) ltd.
Instructors: Aleš Pevc (TP LJ), Matej Kirn (TP LJ)
The AI Demo Factory will function as a practical validation laboratory where companies test their own data within a secure high-performance computing (HPC) environment and obtain concrete analytical results. The workshop will serve as a bridge between concept and validation — transforming raw data into verified business value.
Participants will simulate real business scenarios, test AI-driven hypotheses, and evaluate the technical and economic feasibility of potential solutions. The session will provide structured guidance from data readiness assessment to interpretation of model outputs in a business context.
The AI Demo Factory will allow companies to experiment safely, validate assumptions, and make data-driven investment decisions without the risks associated with immediate production deployment.
Learning objective: To enable companies to validate AI solutions using their own data within a controlled HPC environment and to support informed decision-making regarding further implementation.
Key topics: The workshop will cover data readiness assessment, simulation scenario design, model execution on HPC infrastructure, business interpretation of analytical results, and evaluation of technical feasibility and return on investment.
Learning outcomes: Participants will gain a clear understanding of the technical and business feasibility of AI solutions applied to their own data. They will be able to assess implementation readiness, cost implications, and strategic impact before moving toward production deployment.