What is MLOps?
Data and Artificial Intelligence (AI) can support almost any business process based on facts. Many companies are in the middle of a phase of professional assessment of the algorithms and technical testing of the corresponding technologies. MLOps describes the integration into the business process to leverage the full value of each algorithm. Agility in implementation and integration, combined with traceability and quality assurance of information, algorithms and processes are key for AI or AI to reach its potential.
Key challenges that MLOps overcome
Trust in data and the process behind it is key to the successful use of Artificial Intelligence. However, this poses numerous challenges for companies: