Video scripts, ready before the brief goes cold:
drafted, critiqued, moderated
Short-form video runs on volume, and volume dies the moment every script has to wait for a writer with time to spare. An agent drafts a script from a brief, passes it through a critic step, and hands it to a human moderator before it moves to production.
The process today
Short-form video works on cadence, and cadence is exactly what a manual script process struggles to hold. A brief comes in, a writer has to be free, a draft gets written, a round of feedback goes back and forth, and by the time a script is approved the trend or the product moment it was written for has often moved on. Teams that rely on one writer for scripts end up publishing less often than the format rewards, not because the ideas run out, but because the writing step is the bottleneck.
A real five-stage pipeline built for this exact problem, idea, script, storyboard, video, publish, copied the structure of trending short videos stage by stage, with each stage passing through an AI critic and a human moderator in Telegram before moving forward. The first version of that pipeline worked but was expensive to run: a redesign later cut the number of model calls needed per finished video from 66 down to about 3, which is the kind of efficiency gap that shows up once a script-drafting process actually gets structured instead of improvised call by call.
The cost of staying manual is not just slower output, it is inconsistent output. One writer’s script that skips a hook or buries the call to action usually only gets caught after it underperforms, because there was no critic step checking structure before it went to camera.
What the agent does
The agent takes a brief, a product, an angle, a reference to a past format, and drafts a script against a structure modeled on proven short-form patterns: a hook in the first few seconds, a body that holds the claim, a close that drives the action. The draft goes through an AI critic step that checks it against the brief and the format before anyone sees it, the same role the critic stage plays in the five-stage pipeline built for this purpose.
Only drafts that pass the critic step reach a human moderator, typically in Telegram, where the actual go or no-go decision happens. A rejected draft does not just disappear; the rejection reason feeds back into the next attempt’s prompt, so the system gets better at avoiding the same miss twice rather than repeating it.
Scripts that pass are handed off in the format production needs, whether that is a shot list, a voiceover script or a structured brief for an editor, and can plug into a downstream pipeline like the one used for automated Reels editing, where a Telegram bot collects the raw footage and an AI director turns approved material into a rendered timeline.
What stays with humans
The moderator checkpoint is the real decision point: a human approves or rejects every script before it moves to production, and brand voice and claim accuracy are judgment calls that stay with that person, not the critic model.
Guards
New brief templates run a dry run against 5-10 past briefs before go-live, so the team can check draft quality against work they already know. Every draft is logged with its critic verdict and human decision, nothing moves to production without the human step, and a kill switch pauses drafting without losing the brief queue.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Single automation | from $550 | One video format, drafting plus critic plus moderator checkpoint | 4 to 7 days |
| Department package | from $2,500 | Script drafting plus subtitle generation plus podcast show notes for one content team | 2 to 4 weeks |
Running cost is usually $40 to $120 a month in model usage depending on volume, with a budget cap set before launch.
Related
Script drafting is the first real content step in a pipeline that usually continues into subtitle and transcript generation and often pairs with podcast show notes for teams running both formats. See automation everything and AI agents for the broader agent approach behind both. The full five-stage pipeline is detailed in AI video content pipeline, and the downstream editing step scripts feed into is in AI Reels editor on Telegram.
If your video output is capped by how fast one person can write, get in touch and we will scope a drafting pipeline for your format.
Tired of doing this by hand? We can take the whole routine off your team, not just this step: Routine takeover, from $400 →
FAQ
How much does video script drafting automation cost?
From $550 for one format and one brief template, live in 4 to 7 days. A full pipeline covering idea, script, storyboard and publish stages usually runs $2,000 to $4,500.
How long before it is live?
4 to 7 days once we have a handful of past scripts or briefs to model the format on. Most of the time goes into tuning the critic step against your actual approval standards.
Which tools does it connect to?
Telegram is the most common moderator checkpoint since teams already use it for quick approvals, but the same flow works in Slack or a shared doc. Briefs can come from a form, a sheet or a chat message.
What happens if the script misses the brief or the brand voice?
An AI critic step checks the draft against the brief before a human ever sees it, catching the weakest drafts early, and a human moderator still has final say on every script before it moves to production. Rejected drafts are logged so the next round's prompt improves.
Is our content and brief data safe?
Briefs and scripts stay inside your own chat tool and storage, nothing is published without the human moderator step, and every draft and its review outcome is logged for audit.