DCA group has built custom conversational Agents leveraging RAG and agentic retrieval with custom a chat UI. Careful curation and metadata tagging of the business knowledge sources ensure success. Tech stack includes Langchain4J and Microsoft Foundry.
Our team has implemented complex IT enabled business workflows, leveraging image classification and document text extraction, deployed as cloud services with exposed REST APIs. For instance, handwritten inspections received via email are extracted by an ESB app and passed to the AI model exposed as a REST Service for data extraction, followed by an update of the destination application.