Automation

Social Media Automation With AI: A Practical Setup

Turn one long piece of content into a fortnight of posts with an approval step that keeps quality human.

DST Faculty 7 min read
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Automation should remove copying and pasting, not judgement. The setup below keeps a human approving everything that goes out.

One source, many outputs

Start from a single long asset: a webinar, interview or detailed article. Transcribe it, then generate platform-specific drafts from the transcript rather than writing each post from scratch.

Add an approval queue

Route drafts to a sheet or board where you edit and approve before scheduling. This single step is what separates useful automation from spam.

Schedule around real behaviour

Use your own analytics for timing rather than generic best-time charts, and keep a manual slot each week for reactive posts.

Measure what the automation is for

Track saved hours and output volume separately from engagement, so you know whether the system or the content needs fixing.

Frequently asked questions

Does automated posting hurt reach?
Scheduling itself does not. Low-quality, unedited AI content does, which is why the approval step matters.
What can I charge for setting this up for a business?
Setup packages plus a monthly management retainer are common, priced on hours saved rather than tool costs.

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