Financial ServicesRetrieval-Augmented GenerationGenerative AILarge Language Models
Deutsche Bank builds DB Lumina, a RAG research agent that saves analysts up to two hours per report
Deutsche Bank Research built DB Lumina, an AI research agent on Google Cloud (GKE, Vertex AI Gemini models, Cloud SQL pgvector, Discovery Engine RAG) that lets analysts chat with documents, use standardized prompt templates, and ground answers in enterprise knowledge with inline citations. Since going live in September 2024, DB Lumina has reached about 5,000 users across Deutsche Bank Research, saving analysts 30-45 minutes preparing earnings note templates and up to two hours writing research reports and roadshow updates, with one analyst increasing report analysis depth by 50%.
DBDeutsche BankGoogle Kubernetes Engine · Vertex AI · Cloud SQL +5
