Multi-modal AI models are expected to have a major impact on businesses in the near future. However, implementing them represents an IT challenge in that they tend to be more complex than their single-modal counterparts due to the need to process diverse types of data. IT must be able to manage the increased complexity while maintaining scalability and efficiency.