Four layers of control, from context to production.
Precision Context Engineering
Engineer what your AI knows and can do
Control what information, tools, and memory your AI accesses.
Surface the right documents, specify which APIs can be called, and construct prompts while seeing exactly what context goes into every decision.
Agentic Orchestration
Build agents that reason and act reliably
Design how agents use context, tools, and memory to complete multi-step tasks.
Define reasoning patterns, tool invocation logic, and escalation paths for agents thatwork in production, not just demos.
Sovereign Deployment
Run on your chosen infrastructure, models, and stack
Deploy across cloud and self-hosted environments, with serverless execution that scales automatically.
Swap models and providers without rewriting code, keeping your architecture portable with no vendor lock-in.
Production Observability
Monitor, debug, and optimize with full visibility
Track every query, answer, action, and context source in a unified run history.
Debug failures with component-level errors, enforce guardrails at runtime, and iterate based on real usage.
Open source at the core.
Full visibility and portability.
Haystack is the open-source framework for production-ready agents and applications.
Its composable architecture gives teams visibility into how their AI systems work, with components that are inspectable, extensible, and swappable.
Adapt models, data stores, and infrastructure without rebuilding from scratch or locking yourself into a proprietary abstraction.
One platform for the full agent development lifecycle.
Haystack Enterprise Platform is the enterprise-grade operational layer built on top of Haystack open-source – giving teams the orchestration, evaluation, observability, and deployment controls to move from agent prototypes to governed enterprise systems.
Enterprise-grade security and compliance
Built for financial services, healthcare, and public sector organizations with the strictest security and compliance requirements.
Compliance
SOC 2 Type II certified
ISO 27001 certified
GDPR compliant
HIPAA compliant
CSA Star Level 1
Platform controls
Role-based access control (RBAC)
Audit logs and full traces
Guardrails and policy enforcement
Single sign-on (SSO) support
Cloud or self-hosted deployment
Get sovereign AI into production with the engineers who build it.
Forward Deployed Engineers
Our AI engineers work directly with your team to design, build, and deploy production agents on your infrastructure. From context engineering and agent architecture to performance optimization and team enablement, they help you move faster without handing the hard parts to a black box.
They don’t just advise. They build.
Strategy and architecture
Define the right use cases, map them to the right architecture, and create a path from first prototype to production deployment.
Implementation and deployment
Hands-on engineering support to build, integrate, and deploy agents and AI systems that meet your security, data, and infrastructure requirements.
Optimization and enablement
Analyze usage, improve performance, and upskill your team to build and govern AI systems independently.
Connect your stack.
Keep your options open.
Haystack’s open architecture makes components swappable, integrations extensible, and deployment choices flexible so you’re never locked to a single model, vendor, or cloud.
Models
Data & Vector Stores
Tools & Integrations
Deployment & Infrastructure
Frequently asked questions
How do organizations handle governance, access control, and compliance?
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.
What is Haystack?
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.
What is context engineering?
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.
What is Sovereign AI?
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.
What types of AI services and support does deepset offer?
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.
How does the Haystack Open Source Framework and the Haystack Enterprise Platform work together?
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.
