Fermly describes itself as a legal intelligence operating system for solo practitioners and small firms in South Africa. Search results state that it combines AI-powered document intelligence, practice management, and legal research, and that it uses a self-hosted case-law database with hybrid search and citation graph traversal. The platform is aimed at smaller legal practices seeking combined research and workflow tools.