The project addresses AI forensic data mining - a new SW platform for detecting objects of interest based on complex spatio-temporal relationships with object attributes and indexed relationships. It will enable AI training directly in the forensic environment using semi-automatic and weakly supervised learning.The lack and accessibility of training data will be considered. An interface for querying and evaluating answers corresponding to the needs of forensic practice will be included. The platform will allow the evaluation of effectiveness with respect to practical limitations.The development will be based on user feedback. Set of test videosequences according to user scenarios and a research report addressing the ethics, legal framework and human rights issues of AI use will be created.