Architecture and migration
Sizing, target environment, data transfer, cutover and recovery are resolved before production operations.
WZ-IT plans, installs and operates Langfuse as managed hosting, in your cloud or on premises. Depending on the target design, we also provide migration, secure network and identity integration, monitoring, backups, updates, integrations and further development.
Companies worldwide trust WZ-IT
Langfuse is an observability platform for LLM applications. Teams see prompts, traces, costs, latency, evaluations and errors before users complain.
We operate Langfuse as part of production AI stacks with tenant separation, PostgreSQL/ClickHouse operations, backup strategy, retention and edition-dependent SSO and system integration.
AI features need telemetry. Without tracing, prompt versioning and evaluations, quality, costs and risks stay invisible. We integrate Langfuse where your LLM application actually runs.
Langfuse follows an MIT-licensed core model with enterprise features. Before operations, we clarify which edition fits your requirements.
Trace prompts, retrieval, tools, agent steps and model responses across the full request lifecycle.
Visibility into token usage, latency, providers, models, error rates and costs per application or team.
Measure answer quality, build test sets and detect regressions before they affect production users.
Versioned prompts, releases and controlled changes for production AI features instead of scattered prompt strings in code.
Access, retention, logs and backups are implemented around privacy, compliance and internal processes.
Run it on your own infrastructure or in a European cloud with PostgreSQL, ClickHouse, S3-compatible storage and monitoring.
Langfuse collects the signals that usually stay hidden in AI systems: prompts, retrieval context, model responses, costs and errors.
Evaluations and datasets help test changes to prompts, models and retrieval pipelines reliably.
We configure roles, retention and data flows; SSO is used where the selected edition supports it. This keeps observability from becoming the next shadow database.
We do more than provide an application. WZ-IT designs the technical architecture, integrates network and identity, operates the agreed scope and develops integrations when the standard product is not enough.
Sizing, target environment, data transfer, cutover and recovery are resolved before production operations.
SSO, secure access, internal systems and existing security components are integrated appropriately.
Updates, backups, technical monitoring and response paths follow a transparent operational scope.
APIs, automation and custom extensions can be delivered beyond basic deployment.
The exact scope depends on the application, edition, infrastructure and criticality. Vendor licences and non-standard components are quoted separately.
AI applications need controlled model access, knowledge sources, permissions and observability in addition to the user interface. We design these data flows as one coherent stack.
Teams, business applications and API clients use defined interfaces and endpoints.
TLS, firewall rules, reverse proxies or private network paths are designed around the platform's exposure.
Local accounts, SSO, directories, service accounts and emergency access are connected through clear roles.
Application logic, model access, roles and approved capabilities run in a controlled environment.
Local or external models, GPU/CPU resources, routing, limits and cost controls.
Documents, databases, vector search and traceable data paths for RAG and search.
Reviewed tools, APIs, logging, metrics and technical quality controls.
Models, extensions and data sources are not enabled indiscriminately. Permissions, data exposure, cost and professional oversight are assessed per use case.
A clearly defined operating scope instead of an opaque hosting flat fee.
We set up a test instance for you, usually on the next business day. No payment details required. After seven days it is deleted unless you continue.
Compute, applications, storage and response are shown separately. You can see what ongoing operations include and which requirements need a technical assessment.
We also design custom Langfuse architectures, integrations and migrations. Contact us for a technical assessment.
One managed standard Langfuse application is included in the Starter workload. Business and higher levels add a flexible operations allowance for planned work during regular service hours. Select compute, additional applications, storage and the appropriate service level.
A workload is one compute instance with the applications agreed for it.
One standard app per workload is already included. Additional dedicated servers count as separate workloads.
€79.90 per started TB and month, including daily encrypted offsite backup with 7-day retention.
Enquiry
Briefly describe the current state and objective for Langfuse. We assess infrastructure, integration, and ongoing operations.
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Whether a specific IT challenge or just an idea - we look forward to the exchange. In a brief conversation, we'll evaluate together if and how your project fits with WZ-IT.