
Do You Really Need €500,000 to Run AI in Your Office?
Compare real Kimi K3 experiments, see why online hardware prices are not supplier quotes and learn what an SME should test before buying local AI.
Local LLMsAI costsSME technology
Read articleGuides for deciding what to automate, how to design the system and where human review still belongs.

Compare real Kimi K3 experiments, see why online hardware prices are not supplier quotes and learn what an SME should test before buying local AI.

Learn what an AI agent does, when an SME needs one, how agents differ from chatbots and automation, and what to ask before accepting a proposal.

What an uncensored or abliterated LLM changes, when fewer refusals can help a business, what new risks appear and what to ask an AI supplier.

What an SME should ask when a supplier proposes a local LLM, how to calculate the real cost and when local, cloud or hybrid AI makes sense.