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Articles about Applied AI

Content related to Applied AI and its impact on processes, systems and technical decisions.

A business operations desk with abstract dashboards, tension between control and speed, and a modern digital infrastructure.
Applied AI 8 min

When an AI agent for operations is ready for production

An operational AI agent should not be judged by how convincing it sounds, but by whether it reduces friction, respects boundaries and fits real workflows. This article offers a practical way to decide when it makes sense and when it does not.

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Digital operations room with abstract dashboards and data flows representing controlled access to internal knowledge.
Applied AI 7 min

RAG for internal knowledge: when it really helps and when it only adds complexity

A RAG does not fix a messy document base. It works when the real problem is finding and citing internal knowledge with control, traceability and clear boundaries.

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