Quellix Labs is an AI systems engineering studio in Bengaluru and Jaipur, India. We design and build production AI: agents, retrieval-augmented generation, document AI and LLM integrations, with evaluation, permissions and cost control built in. Our engineering notes are published first at quellixlabs.com/insights.