A chat platform for your staff, an employee for workflows. The facts side by side.
Langdock is first and foremost an AI chat platform: staff work in a chat with language models from various providers, priced per user1. On top come self-built assistants and a workflow add-on for automating processes1. These remain tools that your company sets up, starts and checks itself.
An AI employee from bee-hub.ai is not another tool for individuals. It takes over a defined workflow in your business, works in the background in your ERP and inbox and presents results for approval. bee-hub.ai is responsible for setup, operation and maintenance. An AI chat with a knowledge base is included for all staff at no extra cost.
| Langdock Business | bee-hub.ai | |
|---|---|---|
| What it is | AI chat platform with access to many language models, custom assistants and a workflow add-on1 | AI employees, trained on a defined workflow in your business |
| Who does the work | The person in the chat; configured workflows also run automatically1 | The AI employee; a person reviews and approves |
| Pricing | Per user per month: €25 Business, €99 Business Max; workflows: 2,500 runs a month included, Business package €539 per workspace per month for 40,000 runs1 | Per AI employee; AI chat for all staff at no extra cost |
| Where the data lives | According to the provider in the EU on Microsoft Azure, as are most models; on the Enterprise plan also your own cloud or on-premises2 | Your server, private cloud or a German hosting provider; language model from a European provider9 |
| Training on your data | Not, according to the provider2 | Excluded by contract9 |
| Work in the ERP | The customer builds workflows with other systems using the workflow add-on1 | Works inside your existing ERP, DMS and email, like an additional employee |
| Who is in control | Each person individually in the chat; the customer creates assistants and workflows1 | An agreed workflow with rules, approvals and a log, set up by bee-hub.ai |
| Setup and operation | Self-service; the customer builds and maintains assistants and workflows1 | Onboarding, operation and maintenance by bee-hub.ai |
DeutschlandGPT, meinGPT, neuland.ai and amber follow a similar model to Langdock.
The offerings differ in onboarding and support; some provide guided onboarding or individual implementation5,7. Whether setup, operation and maintenance of a specific workflow are included depends on the individual offer. bee-hub.ai includes an AI chat with a knowledge base for all staff at no extra cost. You pay per AI employee.
The real difference lies in who sets things up, who maintains them and who is responsible.
Set it up and maintain it yourself, or have it set up and maintained.
Who is the expert for that in your company?
At bee-hub.ai, every AI employee is limited to one purpose and works mostly by fixed rules. We only deploy fully autonomous agents when explicitly commissioned.
The chat platform makes individuals faster.
The AI employee takes work off the team.
No. Langdock is an AI chat platform on which staff work with various language models and build their own assistants1. bee-hub.ai provides AI employees that take over a defined workflow, such as entering orders from the inbox into the ERP, working inside your existing systems. bee-hub.ai is responsible for setup, operation and maintenance.
bee-hub.ai includes an AI chat for all staff at no extra cost, together with a knowledge base. If you already use a chat platform, you can keep doing so. The AI employees handle the workflows; the chat remains a tool for individuals.
Workflows let you automate processes; 2,500 runs a month are included, the Business package costs €539 a month for 40,000 runs1. The customer builds and maintains them. If you have your own capacity for building and maintenance, that can be the right path. With bee-hub.ai, setup, operation and maintenance lie with bee-hub.ai; every AI employee is limited to one purpose and presents results for approval.
Not, according to Langdock2. At bee-hub.ai, training on your data is excluded by contract.
30 minutes, one process from your business.