Give AI a bounded job
AI is useful for first drafts, alternate hooks, summaries, content angles and platform variants. It is not a substitute for product knowledge, legal judgment or a brand voice that a team has not defined. Start with a clear brief and a limited output.
Keep the source visible
Provide approved facts, audience context and brand rules. Ask the editor to check every claim, link and example. A polished sentence can still be wrong, outdated or unsuitable for a channel.
Generate drafts, not hidden publications
Automation should create visible draft content with a clear source and status. Editors improve the result, approvers make the final call, and only complete approved variants move into scheduling. This protects quality and makes accountability simple.
Maintain reusable recipes
For recurring formats, store the goal, tone, topic boundaries and optional media guidance in a plain-language recipe. Test it with a preview before it creates a batch. Improve the recipe from real feedback rather than exposing technical provider settings to every contributor.
Review outcomes
Track whether AI-assisted drafts save time and whether approval comments repeat. If the same issue returns, adjust the recipe, source material or review checklist.