Admin
Trust a team of AI agents with administrative client files
A retired consulting TPE has built a multi-agent system that extracts data from documents, feeds the CRM, tracks missing parts, and revives customers.
THEME · 39 CASES
Admin: less typing, more control
The seizure, the re-launching of parts, the dossiers to be completed: this is where the testimonies of TPE France report the most clear time savings, from the coverr who transforms an e-mail order into a purchase order to the TPE of consulting retired who entrusts to agents the extraction of parts and the re-launching customers.
The common point of the projects that work: a process described before being automated, blocking controls, and a trace of what the agent did. There are also practical cases for associations (subsidy, general assembly). Accounting and finance, health and public services have their own themes.
WITH THEIR SOURCE
Spotted (37)
Admin
Automatically turn an order email into a purchase order
An artisan covering the Loire-Atlantique has put in place a n8n stream with the AI which reads the orders received by e-mail, extracts the lines and creates them in its commercial software.
Admin
Dictating agricultural traceability obligations to a voice assistant from the tractor
A Walloon farmer, a trained computer scientist, created Hector, a vocal conversational agent who records births, plots and animals and connects himself to the Region site.
Admin
Identify anomalies in thousands of real estate quote lines
At Nexity, theIA automatically compares the estimates of a real estate project with the specifications for reporting deviations; The promoter also develops a "increased seller" to search for natural language property.
Admin
Control the production documentation of a medical imaging industry
Guerbet uses Azure, Document Intelligence, and AI Vision for the purpose of providing data integrity and quality control solutions to improve the accuracy and compliance of its production documentation.
Admin
Prepare the paperwork of a slaughterhouse on the farm, diagnose a breakdown and keep the cowbook
Jérôme Delassus, organic breeder in Moustier-en-Fagne, helped ChatGPT for the records of a slaughterhouse to be built on his farm, for diagnostic leads when a machine breaks down, and to classify the births of his herd.
Admin
Extract financial information from complex PDF leases for telecom operators
The same editor uses Gemini to extract critical financial information from legal leases in PDF, instead of a manual input deemed costly and subject to error.
Admin
Prepare sales files, writing and document analysis with ChatGPT
Vincent Briand, director of an ERA real estate agency, uses ChatGPT to prepare sales records, help with property writing and document analysis.
Admin
Delegate real estate paperwork to ChatGPT to gain customer responsiveness
Romain Cottet Moine, real estate advisor Capifrance (and trainer Mister IA), says that ChatGPT helps for paperwork: "he writes quickly and well", with a "wow" effect on the customer.
Admin
Automatically create transport orders from emails and PDFs
At Transports Lachaud, SME of 50 road logistics employees, an AI agent of the new TMS (2025) reads e-mails and PDF, structure requests and proposes the order of transport to the operator, which valid before sending the mission to the driver.
Admin
Read thousands of dangerous goods classification documents
At FM Logistics, a logistics company, Axelle Ratte states that the service concerned uses the generative AI to read thousands of classification documents, in order to store dangerous goods in accordance with the regulations.
Admin
Interview calls for tenders and contracts, including when written in Dutch
STEF, a cold logistics group, has put in service STEF AI, a generative platform hosted on its servers: the document analysis module is used in particular to process tenders and contracts, including by interviewing in French a text written in Dutch.
Admin
Sort declarations, extract exhibits, and direct animal and health claims
The FINARE Group has deployed an AI in animal and health insurance to assist managers in analysing and sorting declarations, extracting information from documents and guiding files; the decision remains human.
Admin
Create an AI officer who collects certificates and prepares CAC training statements
Fabrice Heuvrard, an accountant and auditor, created an AI agent who retrieves his training certificates from several sites, prepares CNCC returns and submits PDFs — he then validates himself.
Admin
Create an agent who onboards a new accounting firm client: 3 hours of access and mandate creations
Mathis Gonthier, associate accountant of the Cecca group (140 collaborators), created Senior Onboard agent: the reception of a new customer, which took 3 hours (access, administrative codes, bank warrants), run from end to end, interrupts if one lacks information, then resumes.
Admin
Draft the preambles of the AG and synthesize the BACS decree, in a real estate trustee in Rennes
Mickaël Poirier, manager of the real estate trustee Poirier Syndic (Rennes, condominiums and tertiary), uses ChatGPT to reformulate, extract the points of a text, and draft the preambles of convocations of general assemblies — for example synthesize the BACS decree in a few lines.
Admin
Write your e-mails and defuse a delicate email with ChatGPT, in an accounting firm
Pascal Rodrigues de Sá, an expert accountant in Bordeaux, uses ChatGPT to write his e-mails and, in delicate situations, "round the corners" — a daily practice of expertise, including Q/An and English learning tax.
Admin
Preparing customer mail drafts with Claude, at an accounting expert
Brandon Muller, an accountant at Axiome Associés (South of France), connected Claude to Pennylane and Microsoft 365: a routine prepares a draft answer for every customer email, ad class and prospect without a plug, and nothing leaves without it.
Admin
Transform PDF commands into e-shop cart with n8n and Mistral, at Claire Pro
Claire Pro (Claire Group, more than 320 employees) receives about 100 PDF orders per day: an agent n8n, with Mistral keeping private, extracts references, quantities and prices, and the ADV team validates the basket before generation on the e-shop.
Admin
Write e-mails, summary notes and reports to an accountant
Guillaume Huret, Associate Accountant of A2C Expertise (Elbeuf), relies on GenIA-L to ease the writing of emails, summary notes and reports, and to explain an accounting point at the level of each manager.
Admin
Treat a GPA reserve in two minutes with n8n and Mistral, at Fayat Immobilier
Fayat Immobilier deployed, with FlowMinds, an agent n8n and Mistral on the GPA reserves: extraction, criticality CCAG, intervention sheet and accused — 25 minutes reduced to about 2 minutes (−92 %), more than 100 hours per year and per manager, with human validation.
Admin
Point the hours to Excel with n8n and Mistral at COVERIS
At COVERIS (glasses and facades), the installer declares his hours in vocals in Teams: n8n, Mistral/Voxtral and Excel transcribe, structure and produce the monthly accounting summary — 30 seconds per score, about 10 minutes per week.
Admin
Automatic daily teasks with
Baptiste Braux, who opened Kafé in the 10th arrondissement of Paris in April 2026 (kitchen and dining room), relies on Claude to automate certain tasks of coffee; "IIA helped me to take off certain tasks which, in the long run, might have disgusted me."
Admin
Automatically qualify items from a purchasing platform in a renovation company
Acorus, a specialist in the energy renovation of buildings (about 1,900 employees), started with a specific case of use: let AI qualify the items of its internal purchasing platform, before extending automation to other administrative tasks.
Admin
Prepare an animal insurance claim file before the manager's examination
Univé, one of the largest mutual insurers in the Netherlands, uses an agent who assembles the claim file, rereads veterinary invoices and prepares a traceable recommendation; the manager keeps the decision.
Admin
Automatically analyze and classify industrial maintenance response reports
TotalEnergies deployed MARGE, an agent that analyzes and ranks maintenance response reports, a task previously done by hand.
Admin
Accompany purchases up to €50,000 from the specifications at the choice of the supplier
At TotalEnergies, Agent BuyerCompanion helps employees on purchases not exceeding EUR 50 000, from the drafting of the need to the identification of the supplier, respecting the rules of conformity.
Admin
An agent who resolves blocked affiliation files, with human validation
At Alan, an agent integrated into the operator tool analyses the movements of blocked employees, collects data and proposes corrections; any sensitive action awaits the agreement of the operator.
Admin
Dyslexic farmer makes ChatGPT his assistant for letters, accounts and calculations
Sylvain Roux, head of a farm of more than 50 hectares in Valréas, uses ChatGPT for his letters, the certifications of the wine union, his accounting reconciliations and cost simulations.
Admin
A breeder photographs his manuscript draft for ChatGPT to format his mails
Noël Anthonioz, breeder in Haute-Savoie, opens ChatGPT at least twice a week: he writes his ideas in the pen, takes them in pictures and the tool puts the mail on page.
Admin
Extract the lines of a PDF command to power the commercial software, from a roofer
Pierre Fruneau, manager of Tri-Energy in Bouaye (coverage and photovoltaics), connected n8n to Outlook: the tool reads the mail and the PDF, creates the order in the commercial software, then stores the message as "treated by AI".
Admin
Control about 40 points on architect's plans, at Kaufman & Broad
Philippe Minier, DSI of Kaufman & Broad, has put into production an AI that checks the architectural plans: about forty checkpoints, initially impossible in 2023, then feasible with the graphic part of GPT 4.5. Human remains in the loop.
Admin
Compare the specifications of BTP companies by technical batches, at Kaufman & Broad
At Kaufman & Broad, Philippe Minier, DSI, has industrialised the analysis and comparison of the specifications of the BTP companies, classified in technical batches, to relieve the teams of repetitive tasks while keeping the human in the center.
Admin
Transform mails and voice messages from restorers into commands, in a triperie
Gilles Hirschfell, manager of Atelier H in Reichstett (triperie, butchery, charcuterie, ~50 people, €12.7 million), connected Choco IA to the night orders: mails and answering machines are read, interpreted and seized. In January 2025, 57% of orders were interpreted at 100%, 33% at 90%.
Admin
Automatically read insurance documents on internal GPU, at CNP Insurance
Romain Méridoux, Head of CNP Assurances Datalab, has industrialised automatic document reading (OCR / LAD) since 2018 on internal GPUs. Vision models rotate first (A100, H200) for the most confidential data; More than 25 million API calls are recorded on the platform.
Admin
Read and standardize restorer orders before the ERP, at a wholesaler
Laurent Knibbe, founder of Gustomio in Wissous (Italian wholesaler, 65 employees, 20 trucks), adopted as early as 2024 the AI of Choco: she reads e-mails, voice messages and apps, converts the orders into a standard format, then sends them to the ERP. Reported gain: equivalent of full-time.
Admin
Collect coins, restart and write letters from a retirement file
Sam Khisrani, founder of SAM in Oraison (retirement council, 2 people), deployed agents n8n + RAG + ChatGPT/Claude/Gemini: administrative time per file increased from about 6 a.m. to 2.30 a.m.
WRITTEN BY THE DESK
Practical cases (2)
Admin
Prepare an association grant application file
Structure the project, budget and indicators based on the terms of reference of the funder and the actual data of the association.
Admin
Draft minutes of a general assembly of associations
From the sitting notes, produce a structured record: quorum, agenda, debates, votes and resolutions.