Langdock spend scales beyond headcount

This pricing model turns Langdock into a growing AI operations budget, not just a software seat budget. A team can start with a few paid users, then push more work through shared agents, scheduled workflows, and API calls that keep running even if the employee count stays flat. That is how Langdock can expand from a chat tool into a higher ACV system that looks partly like SaaS and partly like infrastructure.

• The usage layers are concrete. Langdock charges about €20 to €25 per user each month, then adds workspace workflow fees like €449 to €539 for 40K runs and €999 to €1,199 for 100K runs, plus a 10% markup on model API spend. More automated tasks means more revenue, even without adding seats.
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• The product changes the buyer math once teams build reusable automations. An HR or support team can have a small set of builders creating agents, while hundreds of internal requests flow through those agents in the background. In that setup, value tracks business process volume, not employee licenses.
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• That is different from more purely seat based peers. Glean is described as per seat with deployments ranging from roughly $30K per year upward, while Writer is framed primarily as enterprise subscription software on its own model stack. Langdock has an extra meter running whenever customers automate work or pass through model usage.
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As enterprise AI shifts from answering questions to doing recurring work, vendors with workflow and consumption pricing should capture a larger share of spend. Langdock is positioned to grow with the number of tasks a company routes through AI, which can make contract value scale faster than headcount and pull it toward a larger platform role inside the enterprise.