About
deepset is the company behind Haystack, a leading open-source framework for building custom LLM-powered applications. The deepset Cloud platform extends Haystack into a fully managed enterprise offering with compliance certifications (SOC 2 Type II, ISO 27001, GDPR, HIPAA), flexible deployment options (cloud, VPC, on-premise, air-gapped), and production-grade tooling for monitoring, evaluation, and governance. The platform covers four core AI use cases: Retrieval Augmented Generation (RAG) for grounding LLMs in enterprise knowledge with explainable, cited outputs; AI Agents for multi-step reasoning workflows with human-in-the-loop approvals; Intelligent Document Processing (IDP) for extracting and structuring information from complex documents; and Enterprise Search for unified semantic discovery across systems and formats. Deepset is built for industries with stringent requirements—government, defense, financial services, legal, healthcare, and manufacturing—where hallucination risk, data sovereignty, and auditability are critical. Its modular, pipeline-based architecture allows teams to mix models, retrievers, custom components, and guardrails without vendor lock-in. A free trial and Starter tier make it accessible to developers, while the full Enterprise Platform serves large organizations with mission-critical AI needs.
Key Features
- Retrieval Augmented Generation (RAG): Build accurate LLM applications grounded in enterprise knowledge using hybrid retrieval, advanced ranking, metadata filtering, and multimodal document support.
- AI Agent Orchestration: Design multi-step agent workflows that reason, plan, and act—with deterministic and iterative orchestration, guardrails, tool control, and human-in-the-loop approvals.
- Intelligent Document Processing: Automate extraction and structuring of information from complex documents including PDFs, tables, images, and scanned files using specialized AI pipelines.
- Sovereign & Flexible Deployment: Deploy in any environment—public cloud, private VPC, on-premise, or fully air-gapped—ensuring sensitive and classified data stays under your control.
- Enterprise Compliance & Observability: Certified SOC 2 Type II, ISO 27001, GDPR, and HIPAA compliant, with full pipeline visibility, monitoring, and evaluation tooling for regulated industries.
Use Cases
- Building enterprise RAG systems that ground LLM responses in internal knowledge bases with explainable, cited answers
- Automating multi-step AI agent workflows for decisioning and process automation in regulated industries
- Processing and extracting structured data from large volumes of complex enterprise documents and PDFs
- Deploying sovereign AI in air-gapped or on-premise environments for government and defense applications
- Creating semantic enterprise search experiences that unify information discovery across siloed systems and formats
Pros
- Open-Source Foundation: Built on the widely adopted Haystack framework, giving developers flexibility, no vendor lock-in, and access to a large community and ecosystem.
- Enterprise-Grade Trust & Compliance: Meets strict regulatory requirements with SOC 2, ISO 27001, GDPR, and HIPAA certifications, making it suitable for government, healthcare, and financial services.
- Full Pipeline Transparency: Every step from data ingestion to model output is visible and auditable, reducing hallucination risk and enabling explainable AI in high-stakes settings.
Cons
- Steep Learning Curve: Haystack's pipeline-based architecture offers great flexibility but can be complex for teams without strong ML engineering experience to set up and optimize.
- Enterprise Pricing Complexity: Full Enterprise Platform pricing is not publicly listed and requires a sales conversation, which may slow evaluation for smaller teams or startups.
Frequently Asked Questions
What is the relationship between Haystack and deepset Cloud?
Haystack is deepset's open-source Python framework for building LLM pipelines. deepset Cloud is the managed enterprise platform that extends Haystack with compliance, monitoring, deployment flexibility, and support.
Is deepset Cloud compliant with GDPR and HIPAA?
Yes, deepset Cloud is certified SOC 2 Type II, ISO 27001, GDPR compliant, and HIPAA compliant, making it suitable for regulated industries like healthcare and financial services.
Can I self-host deepset / Haystack?
Yes. Haystack is open source and can be self-hosted. deepset Cloud also supports deployment in private VPCs, on-premise environments, and fully air-gapped infrastructure.
What industries does deepset target?
deepset serves government and defense, financial services, media and publishing, legal, manufacturing, technology, health and life sciences, and retail.
Can I try deepset Cloud before buying?
Yes, deepset offers a Haystack Enterprise Platform Trial and a Starter tier so developers can evaluate the platform before committing to an enterprise plan.
