Valerie Pinheiro, Executive Secretary of CSE Air France, saves whole days thanks to Seedext
“Seedext Does Not Replace Me, It Replaces Me.” — Valerie Pinheiro, Executive Secretary

“I was blown away. Seedext is not replacing me. It relieves me.”
Needs and Use Cases
“Resisting is easy. To be surprised is courageous.”
For 25 years, Valérie has been writing reports at the CSE Air France Hub. The commissions last 2 hours, but the monthly sessions often exceed 5 hours over two days: sensitive topics, multiple speakers, numerical analyses. Before Seedext, each summary could take a full day, generating stress, mental load and the risk of errors.
Monthly CSE sessions
/01
Drastic reduction in summary time for long and complex meetings.
Encrypted Meetings
/02
Clear feedback of financial analyses in a few minutes.
Internal Commissions
/03
Almost instant reporting, minimal adjustments.
Ad hoc exchanges
/04
Fast capture of decisions for reliable follow-up.
Use and Benefits of SEEDEXT
Before Seedext: between doubts and mental load
Valérie feared an approximate AI that would make her lose control over her work.
“I didn't want a tool that was going to replace me.”
But from the first meetings, she was amazed by the quality of the summaries.
“Seedext is not replacing me. It relieves me.”
Gradually, she changes her perspective: she remains an actress, saves time and regains serenity.
“I deconstructed all my assumptions about artificial intelligence.”
The Trigger: From Doubt to Evidence
Valérie remembers a specific moment: a dense meeting dedicated to numerical analyses. “I used Seedext... and frankly, I was blown away.”
The feedback arrives in minutes: structured speech, data correctly taken from where it went before Several days Editorial staff.
“OK, Seedext, now you're really helping me.”
This positive shock definitely transformed her outlook:
- Considerable time savings : from one day to one hour of proofreading.
- Stress in Free Fall : the mental load of numbers disappears.
- Confidence Regained : she remains an actress, the AI assists her without replacing her.
Since then, Valérie has defended Seedext: “I would be the first to promote it to my hierarchy”

“I was blown away. Seedext is not replacing me. It relieves me.”
Towards Sustainable Collaboration
Valerie no longer sees herself “going back” without Seedext: the loss of time, stress and mental load would come back immediately. In the medium/long term, she maintained above all: - Continued reliability: that the AI remains accurate, even when meetings become denser or more regulated. - Scalability: being able to extend the use to all sessions and to new formats (workshops, negotiations, numerical reports). - Reinforced personalization: an engine that adapts even better to Air France jargon and to the future needs of the CSE. - Quality of life at work: maintaining the relief noted today: “I would be the first to defend Seedext to my hierarchy”. In short, Valérie wants Seedext to remain her trusted ally, evolve with its practices and continue to transform every hour gained into value for the team.