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Content operations

Content Engine

AI drafts the post, a human approves it in one tap, then it publishes itself.

Built in-house for a marketing team
The problem

Staying current and posting consistently both eat time every day, and doing it by hand is the first thing to slip. But letting AI publish straight to a public profile is risky: the tone can misfire, and the platform quietly truncates posts on certain characters. Neither doing it manually nor fully automating it was safe.

The approach

An AI search service and a few community feeds supply the day's material, AI drafts a post, and the draft is routed to chat for a one-tap approve or reject before anything goes live. Only an approved post publishes, and it goes out across channels at once. It is automation with a human safety gate, so nothing tone-deaf ever reaches the feed.

How it runs

Walk the pipeline

Click through each stage to see what the system does and what the team gets back.

Stage 1 of 5

Pull the day's raw material

An AI search service and a handful of community feeds bring in what is worth talking about today, so the draft starts from real, current material.

Many sourcesone draft
What changed

Daily

content without the daily effort

Human-approved

before anything goes live

Multi-channel

email, chat, and the network

The work that always slipped now runs on its own, and the part that needed judgement still has a person in it. AI does the gathering and the drafting, a human approves in a tap, and only then does anything publish. Consistent presence, none of the risk of letting a model post unsupervised.

AI news searchAI draftingHuman approval gateMulti-channel publish

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