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Case study

INSPIRE Média, Amélie Saillet

Publishing robots + AI watch

Amélie retyped everything three times: Substack, Instagram, her planning. She needed to publish everywhere without retyping, and to find each morning what INSPIRE needs.

INSPIRE Média, Amélie Saillet
The context

INSPIRE is the wellness media of Nantes: 218 articles, about fifteen ambassadors, events every week, and everything arrived by email. Her editorial calendar, kept by hand since May 2025, said it all: 457 rows, 13 to 14 posts a month retyped three times, one row in five never started at its date, two in three never marked posted.

Amélie does not want one more tool: she wants it to arrive ready, in her tone, and to decide herself what goes out and when.

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 role that matters, deciding what goes out, when, and with which words.

Her voice was measured on her 218 articles before writing a single line, and the robot is forbidden to invent.

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

Fifteen robots and a watch, one validation and one date for Amélie
  1. ☀️01
    6 am, the watch lands on her phone

    Venues, events, people, with the source and the link. She replies "keep number 2": the row appears in her Inbox.

  2. 📝02
    An ambassador fills in the form

    Event, recipe, article or venue. Photos included. Instant acknowledgement.

  3. ✅03
    Amélie validates the submission

    One click in her board, with the publication dates she chooses. Or Refused with a reason, the robot writes the email.

  4. 🤖04
    The kit builds itself

    Text in her voice, Instagram visual, Substack draft with its buttons, rows in her planning.

  5. 📬05
    "Your kit is ready"

    She proofreads and sets her date. Substack publishes and sends the newsletter, Instagram goes out at the same time. Nothing left for her to do.

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 ambassador badge
  • The draft dropped in Substack, booking buttons included, never published without her
  • Instagram and Substack published at the date of her calendar, without one more click
  • A monthly report showing what the system produced, to keep and to show
  • Fresh material every morning: new venues, events, people to meet, without going to look
  • Clear alerts when something blocks, never twenty emails
  • Everything at her place, on a server in her name, no hidden subscription
What we delivered

The entry

  • One form: each ambassador only sees the questions for her type, in the order Amélie chose
  • Acknowledgement signed by her, request for missing pieces when a date or a photo is missing
  • Every submission becomes a row in her Notion, the ambassador recognised in her Contacts base

The fifteen robots

  • The kit: title, text in her voice measured on 218 articles, caption, 1080 × 1350 visual with the right logo and colour
  • Substack: draft dropped, photos placed, booking buttons, publication and newsletter on her date
  • Instagram: published on @inspire.lemedia at the chosen time, contributor invited as collaborator, marked Posted with the link
  • La commu: yellow visual and paywall for content reserved for her members
  • Status lights: red, amber or green on every row of her calendar, and a one tick "Redo the visual"
  • Failures: three spaced tries, one clear email, a Notion or Instagram outage absorbed without losing a row
  • The report: every 1st of the month, a row of figures in her board and a four page PDF

The watch, every morning at 6

  • A robot of her own on Telegram, walled off: local press, agendas, Google News, web search for Instagram and Facebook
  • Every find read at the source: address, date, Instagram handle, and a one word decision, publish, prospect, watch
  • Her editorial line applied, wellbeing in the broad sense from Nantes to the coast, and her replies become rules
  • "Keep number 2": the row appears in her Inbox, pre filled, and the kit follows
  • The same robot cloned within hours for her second business, with its own sources and criteria

The safety rails

  • Nothing is produced without Validated, nothing goes out without a date she wrote herself
  • Forbidden to invent a price, a date, a handle or a quote
  • Never a row more than 24 hours late, except on an access cut, where it stays armed for 72 hours
  • Three tries then the robot stops, ticks Robot stuck and warns Emmanuel, never Amélie under a flood of emails
  • Rows from her old calendar are never touched

Autonomy

  • A server in her name, self hosted n8n, no dependency on WF4L
  • A living user guide in her Notion, a two minute video and thirty one questions in foldouts
  • A page where she types a word and gets the answer, or asks an assistant that has read the whole guide
  • Every robot documented from inside n8n, so anyone can take the system over
What it changes, in hours
Before, per post
25 to 30 minutes: read the email, rewrite, lay out, make the visual, retype, keep the calendar
After, per post
3 minutes: validate the submission, proofread the draft, set the date. Publishing takes care of itself
Monthly gain, at 14 posts
about 6 hours given back to Amélie
At 30 posts, her goal
about 12 hours a month, without hiring
Running cost
under €11 a month, server and writing included

Volume read from her editorial calendar (457 rows from May 2025 to September 2026). Time per post is an estimate made with Amélie, to be confirmed after a month.

« Now I put everything in the form, and it comes back laid out: I just have to glance at it. I built my whole September plan in fifteen minutes. And the visuals are stunning. »
Amélie Saillet, founder of INSPIRE Média, Nantes
The result
✓Zero retyping: one submission, one click, everything ready in her voice
✓Her September editorial plan built in fifteen minutes, against half a day before
✓From 25 to 30 minutes per post down to 3: validate, proofread, set the date
✓She no longer publishes by hand: Substack and Instagram go out on their own, on her dates
✓First full month, September: 17 submissions from 5 contributors, 17 kits ready, 7 of her 8 Substack articles born from a robot draft
✓Since October 2, Instagram goes out on its own on @inspire.lemedia, at the time she chose, and every contributor is invited as a collaborator
✓Since October 13, a watch at 6 every morning, and a "keep number 2" that fills her Inbox for her
✓An editorial calendar that fills itself, no more forgotten rows
✓A failure no longer drowns anyone in emails
✓It runs at her place, for under €11 a month

Tally · Notion · self hosted n8n · Claude · Hermes · Telegram · Substack · Instagram · Meta Graph API

A project to bring to life?