ALG - Algorithmica Srl (ALG) is an Italian SME that was founded in 2008 by Vittorio Amos Ziparo and Fabio Cottefoglie with the objective of producing innovative technology in several domains related to artificial intelligence. ALG is composed of a group of PhDs and computer engineers with a strong background in research and industry. As such, technology transfer is a primary activity in ALG and can rely on a united, yet heterogeneous, team that for various reasons have a long experience in building complex systems together. ALG is organized in two main divisions, namely the Software House and the Research and Development (R&D). These two divisions synergistically operate for developing products and services beyond the state of the art. The main activities of the R&D include research and development of software and hardware prototypes that implement research level technology. The research activities are aimed at overcoming the technological limitations encountered by the Software House when attempting to satisfy user needs. The R&D produces experimental prototypes implementing and benchmarking the most promising research technology. ALG stems from a group of former members of the research group in Artificial Intelligence at Sapienza University of Rome. As such, ALG personnel has participated in the past in many research projects and has a broad expertise in a number of related topics, including Human-Computer Interfaces, Artificial Intelligence, Robotics and Machine Learning. The focus of their research has been on experimental systems, that were evaluated against the state of the art. Overall, their research resulted in over 60 peer reviewed scientific publications and the systems they developed collected various international awards.