Iris.ai

Iris.ai helps researchers conduct systematic literature reviews by mapping the scientific knowledge landscape around a topic. You input a research question or paper, and Iris finds relevant papers, clusters them by theme, and visualizes connections between concepts. The platform is particularly strong at discovering papers you might miss with keyword search — it understands semantic relationships and can find relevant work even when terminology differs. Iris also assists with systematic review protocols, helping track inclusion/exclusion criteria and document review decisions. The system requires a clear research question to work effectively. Overly broad or poorly defined queries produce overwhelming results. It's also focused on academic research, not industry or grey literature.