Sovereign AI is AI your organization can build, run, and evolve on your own terms, without being locked into a single vendor, model, or stack.

With deepset, sovereignty means control over what your AI knows, how it acts, where it runs, and how it performs. Use the Haystack Enterprise Platform to build production AI agents on an open, inspectable foundation, deploy them in the environment your organization requires, and keep your architecture portable as models, regulations, and business needs change.

Context engineering is the process of controlling what information, tools, memory, and instructions an AI system can use before it responds or acts.

In RAG and agentic AI, context quality often determines output quality. Haystack Enterprise Platform helps teams design and test how context is retrieved, filtered, ranked, routed, and passed into an AI workflow, so agents can make decisions based on the right information and reduce hallucination.

Haystack, the leading open-source framework for production-grade LLM orchestration, serves as the foundation of the Haystack Enterprise Platform. With the Enterprise Platform, teams can leverage development tools, managed infrastructure, and workflows for quickly ideating, testing, and refining prototypes into production-ready agents and applications. Together, they enable rapid delivery and implementation of mission-critical AI solutions at scale with maximum efficiency and agility.

‍

Haystack is deepset’s open-source AI orchestration framework for building production-ready AI agents, advanced RAG systems, multimodal applications, search, question answering, and other LLM-powered systems. It lets developers structure AI applications as explicit, modular pipelines made of retrievers, routers, memory layers, tools, evaluators, and generators, so each component can be tested, replaced, and improved independently, with full model and data flexibility.

Haystack is designed for a wide range of users, including AI engineers, developers, data scientists, and software developers seeking to build scalable, customizable AI solutions. It caters to technical experts who want fine-grained control over AI workflows and newcomers looking for an intuitive framework to get started with LLM-powered agents and applications.

deepset offers expert enterprise-grade services that combine tailored solutions, onboarding, customer success, and ongoing support to ensure smooth integration, measurable outcomes, and long-term success. Customers praise the Professional Services teams for their expertise, responsiveness, and transparent communication, enabling faster time-to-market and securing impactful results.

‍

The Haystack Enterprise Platform provides role-based access control at two levels, organization and workspace, with preset roles and custom workspace roles for precise control over who can build and access what. Logs are enabled for every pipeline and index by default, supporting audit and troubleshooting. Combined with the open-source foundation, regulated buyers can audit the code itself and demonstrate to a reviewer that the system is under institutional control. The platform is GDPR and ISO 27001 compliant.