State-of-the-art
Integration Platform as a Service (iPaaS) platforms do not enable users to utilize their own
artificial intelligence (AI) models (e.g., large language models or other
generative model). Disclosed embodiments enable users to bring your own model (BYOM) within an
integration platform. In particular, users may build or import their own AI model, and integrate that AI model into their integration processes in the same manner as any other integration step. This may involve dragging a shape, representing the AI model, from a virtual palette onto a virtual canvas, and configuring the corresponding AI step. During execution, the resulting integration process may automatically and dynamically, in real time, receive input data and retrieve contextual
metadata to enhance the input data with context. The combination of input data and contextual
metadata may be provided to the AI step to perform the desired task with improved accuracy.