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Capability

Applied AI and Automation Consulting

Integrate LLMs, APIs, n8n and automation into real processes with prepared data, validation and measurable objectives.

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The challenge

An AI proof of concept can look impressive and still fail when it meets inconsistent data, implicit rules or a process without ownership.

Expected outcomes

  • Viable use-case assessment
  • Data and documentation prepared for RAG
  • n8n, webhooks and API integrations
  • Quality criteria and human validation

Approach

The solution starts from the process and its risk. The model is one part of the architecture, not the whole product.

LLMsRAGn8nAPIsWebhooksPython