Problem

Langdock addresses the enterprise AI-adoption bottleneck: employees want access to powerful large language models, while companies need to prevent vendor lock-in, protect sensitive information, and comply with European regulation. Without a controlled layer between the workforce and model providers, organizations face fragmented tooling, uncertain data handling, and the risk of committing too early to one provider or paying for models that are not optimal for each task. The economic opportunity is to make AI usage both safer and more cost-effective at scale.

The main use case is secure, general-purpose AI for the entire workforce rather than a narrow departmental chatbot. Employees can use AI for research, internal reports, customer service, document analysis, and other daily work while operating within a company-controlled environment; Merck's rollout to tens of thousands of employees illustrates the enterprise-scale productivity use case.

Product / Service

Langdock is an enterprise AI-adoption platform that provides a single, model-agnostic interface for models from providers such as OpenAI, Anthropic, and Google. Its platform combines chat, custom agents, an API, integrations with existing company tools and knowledge, and workflow automation, allowing organizations to progress from individual employee usage to reusable agents and multi-step AI processes.

The delivery model is flexible: customers can use managed hosting, their own cloud, or on-premises deployment, with EU data-residency options and enterprise controls. Langdock emphasizes ISO 27001 and SOC 2 Type II certification, GDPR compliance, SSO, access controls, permissions, and analytics, while stating that customer data is not used for model training or evaluation. The benefit is a governed way to access multiple models, build internal AI applications, and automate work without forcing the company into a single model vendor.

Market

Langdock competes in the enterprise generative-AI adoption, secure AI-workspace, and model-orchestration market. It positions itself as the layer between companies and large language models, with model independence and interoperability as differentiators. The closest explicitly identified competitor in the available coverage is Dust, although Langdock also operates in a broader ecosystem that includes model providers and other enterprise AI platforms.

Langdock is commercial rather than pre-revenue: its website advertises paid Business and custom Enterprise plans, including large-scale deployments, and says the platform is trusted by more than 10,000 companies. Customer evidence includes Merck, GetYourGuide, Home24, Personio, and others; Langdock reports 33,000 monthly active users at Merck and 70% workforce onboarding at GetYourGuide. These figures indicate substantial adoption, though the gathered sources do not provide independently verified revenue or a breakdown of paying versus trial customers.