Guide · AI Platforms Langdock Alternatives: Enterprise AI Platform or Custom Agent?

What Langdock is According to its website, as at October 2026, Langdock describes itself as “The Platform for AI Adoption”. Its offering includes, according to the provider as at October 2026, model-agnostic chat for employees, workflows for AI automation, agents for recurring tasks, integrations, an API and an overview of models. The platform is aimed at businesses that want to manage several forms of AI use in one environment. Which parts you need depends on your tasks and existing IT systems.

According to its website, as at October 2026, Langdock highlights “Model agnostic”, central governance and administration, and “Security-first, fully compliant and hosted in Europe”. These statements about security, compliance and hosting are the provider’s claims and have not been verified by us. According to its website, as at October 2026, cloud or on-premises deployment is possible; the specified custom deployment starts at 1,000 seats. Check the terms for your intended use directly with the provider.

Costs and plans according to the provider The following prices and plan details come from the provider’s website as at October 2026. Prices may change. Before deciding, check current plans, features and billing terms directly with Langdock.

• According to its website, as at October 2026, you can try Langdock for seven days without a credit card. The trial includes €5 in model credit.
• According to its website, as at October 2026, a standard seat on the Business plan costs €25 per user per month excluding VAT. A Business Max seat costs €99 per user per month excluding VAT and, according to the provider as at October 2026, includes five times the usage.
• According to its website, as at October 2026, the Business plan covers up to 1,000 users and includes SSO, SCIM and SAML. According to the provider’s website as at October 2026, Enterprise has custom terms from 1,000 users.
• According to its website, as at October 2026, workflows are available as an add-on. The Starter package, with 2,500 workflow runs per month, is included in the Chat and Agents plan. According to the provider’s website as at October 2026, AI model usage is billed at API rates.

Do not calculate costs based solely on the price per seat. Establish how many employees need access, which seat suits their usage and what additional costs model usage and workflows may incur. Current contract terms, rather than a single list price, should inform your calculations.

What to look for in an enterprise AI platform An AI platform should fit your tasks and your rules for handling data. These questions can help you compare options:

• Model choice: Which models should your employees be able to use? Do you need to restrict the choice centrally?
• Hosting and data processing: Where is data processed? What information may users enter? Check contracts and technical documentation for the specific plan you are considering.
• Permissions and sign-in: Who can use which functions and data? How is access granted and revoked?
• Cost per user: Which seats do you actually need? What usage-based costs are added?
• Integrations: Which existing systems need to supply data or receive results? Who maintains these connections?
• Administration: Who sets the rules, manages access and reviews usage during operation?

A product description cannot answer these questions for your business. Before comparing options, document a specific use case and the data it would involve.

Alternatives at a glance A Langdock alternative does not need to combine the same functions. The table below offers guidance by use case. It is not a comparison of the listed products’ features, prices or data protection. For details of each option, read the linked guides and check current product information with the relevant provider.

If you first want to understand the different types of AI assistant, our AI assistant comparison may also help. We are not a partner or reseller of Langdock or the other providers mentioned.

Who it suits and who it does not Our assessment: A central platform may suit businesses where many employees need managed access to AI chat and simple agents. The question is whether permissions, costs and data processing meet your requirements. Also consider which tasks employees handle themselves in chat and which tasks recur.

A general chat platform is less suitable as the only solution if a defined process must read data from several systems, apply rules and write results back. This is not a criticism of any particular platform. It is a different requirement: the process needs clear triggers, defined interfaces, permissions and a way to handle exceptions.

When a platform is enough and when you need a custom agent A platform may be enough when employees ask questions, draft text or handle simple recurring tasks within the available environment. A custom agent or automation is worth considering when invoices, enquiries or reports need to move between your systems through a defined process. Not every step has to use AI. Often, the first task is to establish which parts should follow fixed rules and which should be handled by a model.

For these cases, we plan and develop AI agents and AI automations around your existing processes. A custom solution does not automatically replace a platform for general AI access. They can serve different purposes. We are based in Vienna and work with businesses across Europe.

How to choose Start with the workflow, not a feature list. Three steps can help you make a reasoned decision:

1. Define the task: Describe who will use the solution, what data it needs and what result it should produce. Separate general chat use from defined processes.
2. Check the requirements: For your specific use case, compare model choice, data processing, permissions, integrations, administration and total costs. Check current information and contract documents with each provider.
3. Start with one use case: Choose a manageable case and decide who will review results and handle exceptions. Then determine whether a platform, an automation or a custom agent is the right foundation.

Questions about Langdock and alternatives These answers summarise the main distinctions to consider when choosing.