Structured conversation (60–90 minutes) on usage, costs and requirements
Private AI Infrastructure
AI Infrastructure Check
Many companies already use AI — via APIs, cloud services and individual tools. What is often missing: an overview of costs, data flows and dependencies. The AI Infrastructure Check creates this overview in a structured 60–90 minute conversation — with a written result and a clear recommendation. No project, no obligation.
AI Infrastructure Check at a glance
Together we map your current AI usage: which models and APIs are in use, which data sources are connected, and what the stack costs in total per month — not just the API bill, but also cloud resources, search, vector databases, storage and development effort. We also review data protection requirements, latency, user numbers and the technical blockers that prevent productive applications today.
The result is a clear classification of your company into one of four operating models: API-first, hybrid, dedicated or private AI. This classification answers the core question many companies ask themselves: is the public API enough — or do we need our own private AI infrastructure? You receive the classification in writing, with reasoning and concrete next steps.
Important for you: the check is open-ended. If the analysis shows that a public API is the most economical solution for your requirements, that is exactly what the recommendation will say. We don't sell infrastructure you don't need — that is the basis on which we have been working with mid-sized clients for more than 13 years.
AI Infrastructure Check: what we deliver
Inventory: models, APIs, data sources, tools
Complete cost analysis including hidden items
Data protection and data flow review
Classification: API-first / hybrid / dedicated / private AI
Written results document with recommendation
60–90 minute structured conversation, remote possible
How we proceed
AI Infrastructure Check: step by step
Analysis: cost picture, data flows, blockers
Results document with classification and reasoning
Recommendation and — only where sensible — possible next steps
FAQ
AI Infrastructure Check: frequently asked questions
Still have open questions? We're happy to clarify them in an initial call.
- The check is deliberately low-threshold — free of charge or a compact fixed price depending on scope. We clarify the exact framework in a short preliminary call.
- No. The check is open-ended — the recommendation may well be that you should stick with your current solution. The results document is yours and can be used without any follow-up engagement.
- Very little: an overview of the AI tools and services in use, the current monthly bills (API, cloud) and the person who knows your IT landscape. We work out everything else in the conversation.
- For companies that already use AI and no longer have a complete overview of costs or data flows — or that face the decision of whether to run AI applications productively and in compliance with data protection requirements.
What does the AI Infrastructure Check cost?
Do we have to commission anything from you afterwards?
What do we need to prepare?
Who is the check worthwhile for?
Related
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Let's talk about your project.
Free initial consultation, 30–45 minutes, remote. An honest assessment — even if the answer is that you don't actually need it.