Abstract: According to some embodiments, an artificial intelligence orchestration platform may automatically determine an intent of an electronic record (e.g., an email message, text, translated voice channel request, etc.) associated with a request (e.g., by communicating with a classification platform service or analyzing the electronic record). Based on an indication of intent, an entity extraction platform may extract at least one requisite entity identifier from the electronic record in accordance with a transaction requirement. A robotic automation platform may then process the request utilizing the indication of intent and the extracted requisite entity identifier. For example, the robotic automation platform may transmit a complete response to the request, pre-populate data in a template provided to a human knowledge worker, determine additional information associated with the request, etc.