Fractal Analytics delivers automated and production-grade solutions that work towards reducing human intervention. It is also capable to turn dark data, such as text, images, video, and speech, into structured data with human-caliber quality at machine-caliber scale. The analytical models also offer features such as ease of use (coding, debugging, and packaging), open source libraries and application programming interfaces (APIs), and graphical interfaces for visualization. Operationalizing analytics may typically involve assessing fault tolerance and automated recovery of data processing jobs, setting standardized parameters such as dates and strings across platforms, seamless scheduling of jobs, logging, and monitoring.