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Applied AI articles

Seven pieces addressing different questions: whether to invest, how to assess a system and how to operate it.

01 / DECIDE

Choose the problem and its boundaries

Compare public APIs and private architecture, local-first thinking and curated data to separate constraints from preferences.

02 / TEST

Examine an existing system

The audit and RAG pieces work best as evaluation questions, not fixed lists of recommended suppliers.

03 / PREPARE

Cost and deployment

The cost comparison and on-prem checklist make operations, changes and ownership visible. A single price point cannot decide the architecture.

CONTINUE EXPLORING

What a technical AI audit should deliver Lessons in private RAG deployment Private AI versus public APIs: how to choose AI cost: cloud versus owned environment On-prem AI deployment checklist The value of curated data When local-first AI makes sense

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