We build across applied AI and machine learning, data engineering, cybersecurity, cloud and full-stack development, IoT, blockchain, computer vision and NLP. Engagements fall into three kinds: commercial development for companies, research infrastructure for university groups, and declared co-development on academic work — where what we build and what the student builds is agreed in writing before anything starts.