Custom AI Solutions

Custom AI Solutions by deepset is a framework and service offering for designing, building, and deploying domain-specific AI systems, including agents and LLM-powered applications. Its primary purpose is to help organizations solve complex information, decision-making, and workflow challenges with a high degree of transparency, control, and alignment to business requirements. The platform focuses on production-grade implementations rather than generic demos, ensuring that AI systems can be monitored, iterated, and governed over time.

Custom AI Solutions provides modular building blocks for retrieval-augmented generation (RAG), multi-step AI agents, and workflow orchestration across existing data sources and tools. It supports integration with proprietary knowledge bases, APIs, and enterprise systems, enabling context-aware assistants, search experiences, and decision-support tools. The solution emphasizes observability and evaluation, offering tools to track model behavior, measure answer quality, and debug failures at the component level. Additionally, it provides options to choose and mix different foundation models, maintain data residency, and enforce security and access controls suitable for regulated environments.