The company's machine learning-based collaboration platform collects information and maps employee skills within the natural work environment. By analyzing the collective experience of software developers, developer operations, system admins, and other IT workers, the platform helps eliminate repeated mistakes, accelerate learning, and connect people who can assist each other. Collokia's AI-driven software improves knowledge management and collaboration in organizations, enabling clients to better leverage unknown skills and access relevant colleagues, research, solutions, and sources of knowledge when needed.