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Case study

INSPIRE Média — Amélie Saillet

Editorial automation + AI in her voice

Amélie runs INSPIRE, the wellness media of Nantes: 160 articles, about fifteen ambassadors, events every week. Everything they emailed her, she retyped three times: Substack, Instagram, her website. We replaced the retyping with a robot that writes in her voice, and one click to approve.

INSPIRE Média — Amélie Saillet
The context

Ten to sixteen posts a month, each received by email in a different format, reformatted, illustrated, then reposted by hand. Amélie does not want one more tool: she wants it to arrive ready, in her tone, and keep the last word.

Why this case matters

The real brake on an independent media is not writing, it is retyping. Every piece went through three tools by hand, and the load grew with success. Here automation does not take Amélie's place: it gives her back the only gesture that matters, approving. The rest, formatting, visual, draft, planning, arrives on its own, in her voice. It is the model for any activity that receives content from several people and redistributes it.

Same story for
  • Local media, newsletters, associations with contributors
  • Agencies, franchise networks, communities relaying their members
  • Any freelancer publishing on three channels by hand

How it works

Seven robots, one click for Amélie
  1. 📝01
    An ambassador fills in the form

    Event, workshop, venue, portrait or article. Photos included. Instant acknowledgement.

  2. 🤖02
    The kit builds itself

    Checks, text in her voice, Instagram visual, Substack draft, row in the planning.

  3. 📬03
    "Your kit is ready"

    One email, the kit in her board, the draft open in Substack.

  4. 04
    Amélie proofreads and approves

    One click. Or Refused with a reason, the robot writes the polite email. Or Regenerate.

The ambassadors The robots What Amélie receives What Amélie does
What was asked
  • One entry point for ambassadors, no training needed
  • A ready to publish text in Amélie's tone, not an AI text
  • The Instagram visual generated with the right badge
  • A draft dropped in Substack, never published without her
  • Clear alerts when something blocks, never twenty emails
  • Everything on a server in her name, no hidden subscription
What we delivered

The entry

  • One form, 22 display rules: each ambassador only sees the questions for her content type (event, workshop, venue, portrait, article)
  • Automatic acknowledgement in the media's tone
  • Every submission becomes a row in Amélie's board, with a status

The seven robots

  • Pre check: missing fields, photos, duplicates, ambassador recognised in her base
  • Kit: title, baseline, text in her voice (measured on her 218 articles, five real examples in the prompt), section, caption, 1080 × 1350 Instagram visual
  • Draft dropped in Substack and a row created in her social planning
  • Polite refusal with reason, monthly digest that can be regenerated, Instagram post scheduled from her planning
  • Errors: three tries then one clear email "you can publish by hand, Emmanuel is informed"

Autonomy

  • A server in her name, self hosted n8n, no dependency on WF4L
  • A user guide written for her, one hour of training, secrets in her own vault
  • Fidelity rules: the robot never invents an account, a price, a date, a figure
What it changes, in hours
Before, per post
About 45 minutes: read the email, format, illustrate, retype three times
After, per post
About 5 minutes: proofread the kit, click Approved
Monthly gain, at 10 to 16 posts
7 to 11 hours given back to Amélie
Yearly gain
80 to 130 hours, a whole season
Running cost
€15 to €20 a month, server and writing included

Estimate on the media's real volume (10 to 16 posts a month). Time per post is an average measured with Amélie.

The result
Zero retyping: one submission, one click, published everywhere
The text is hers, not a machine's
Ambassadors learn nothing new, they fill in a form
A failure no longer drowns anyone in emails
It runs at her place, for under €20 a month

Tally · Notion · self hosted n8n · Claude · Substack · Instagram

A project to bring to life?