What is Human in the Loop (HITL)?
Human in the Loop (HITL), in the context of Machine Learning (ML), is a model or programme that requires human interaction and intelligence to ensure the correct results. Humans aid the computer in making the right decisions, such as by providing the right data and context needed to provide the most accurate outcomes.
For Aveni, HITL is vital, as our aim is to enhance the way that humans work by empowering their resources with Artificial Intelligence (AI). From training and testing the programmes, to utilising AI in everyday operations people are guided and supported by the AI technology and, in turn, continue to power its accuracy and functionality. An excellent ecosystem.
Human in the Loop (HITL) in financial services
In financial services, human in the loop is often a governance requirement as much as a design choice: firms remain accountable for decisions, so a qualified person reviews, approves or can override AI outputs — especially where they affect customers, advice or regulatory records.