Intelligence agencies today have to collect and analyse intelligence on numerous individuals, state and non-state actors in an environment of many complex hybrid threats and overlapping interests. Additionally, there is a glut of data from several sources that need to be processed quickly and accurately. Artificial Intelligence (AI) presents a viable way to maximise the value of the All-Source intelligence products. Despite all the promise AI holds for the Intelligence Community, the technology is far from perfect.