Use AI to widen the field
AI is useful for generating alternatives, finding edge cases, restructuring rough material, and speeding up repetitive production. It helps a small team explore more directions before committing.
Do not outsource the premise
The central positioning, the definition of quality, and the tradeoffs between clarity and novelty remain judgment calls. These decisions depend on context, taste, responsibility, and a real understanding of the business.
Build an editorial layer
Every AI-assisted output should pass through a human system: verify facts, remove generic language, protect confidential information, check accessibility, and ask whether the result actually serves the intended audience.
The advantage is directed speed
The strongest workflow is neither manual purity nor automatic volume. It is fast exploration under a clear creative direction, followed by deliberate selection and careful execution.