Production AI rarely fails loudly. It degrades in six recognisable ways: confident wrong answers, inconsistent performance, no visibility, unhandled exceptions, outdated knowledge and...

AI operations is the ongoing work of keeping a deployed AI system reliable: monitoring, human validation, exception handling and knowledge maintenance. Here is...