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● Public sector — Executive office

The executive office's AI agent: transcribe, draft, smooth the diary

Transcribing a meeting, writing the minutes with the record of decisions, preparing letters, notes and files, keeping the management diary: this work takes up a considerable share of the office's time without being the heart of the job. Your AI agent absorbs that repetitive load. Hosted in France — on local inference or an isolated resource — the public service's data stays under control. The public officer keeps the decision.

Updated on

Deployed in a few weeks
Executive assistant · hosted in France

Fictional simulation — not a client result

Here is the recording of this morning's management meeting. Transcribe it and prepare the minutes with the record of decisions.
A 1 hr 12 meeting transcribed. Minutes structured by item on the agenda, with 5 decisions and 7 actions, each with an owner and a deadline.
Two points were left without a clear ruling: I have flagged them “to be confirmed” rather than settling them on your behalf. Document ready for review.
⛓ Source · the meeting recording + the agenda
Good. Prepare a covering letter to the department heads concerned by the actions.
Letter drafted from your service note template, attaching the list of actions filtered by recipient. I have also suggested 3 diary slots for the follow-up meeting, avoiding the unavailabilities already known.
For approval before sending.
✎ Action · letter and slots ready — the public officer approves
Data hosted in France · sovereign model as an option
Data hosted in France
Hosted in FranceAI model called at its publisher, except with the Sovereign model option
The service's data protected
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
The public officer decidesThe AI agent carries out what you have authorised

For an organisation established outside the European Union, the law of its own country applies; at its request, we put equivalent safeguards in place (human review before any action, a log of the criteria, information for the people concerned).

✦ In brief

In a public service, a Blue Lemon Agent agent assists the executive office: it transcribes meetings, writes the minutes with a record of decisions, prepares letters, notes and summaries and smooths the diary. Data hosted in France; the AI model is called at its publisher, except with the Sovereign model option. With that option, the management's exchanges and documents are never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The time won back goes into supporting decisions and the quality of the service given to the public. Live within a few weeks. Your public-sector staff write to it from Microsoft Teams, Slack or their email, and your users reach it on WhatsApp Business, the website chat or email — with no account to create and nothing to install. Reaching the administration from the tool people already have means less non-take-up of rights and equal access to the service. These connections are included in every plan, at no extra cost, within the number of connections set out in your agent's quote.

100%
hosted in France in the target architecture
0
transfer outside the EU with the Sovereign model option (target architecture)
5
uses ready to deploy on this scope
0
decision with a legal or significant effect taken by an agent

Reference points describing our offer, not results measured at a client. The scale of the gain is confirmed by a pilot on your own scope.

Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).

Pricing

Three options, one agent

An executive office agent (transcription, minutes, letters, diary), installed and operated for you. Choose according to how you are organised. Prices exclude VAT — annual subscription, the time it takes for the gains to settle in.

Agility

Setup + controlled subscription

3,845 € incl. VAT setup
then 365 € incl. VAT/month — you invest at installation and pay a reduced subscription. Ideal for keeping the cost under control over time.
  • Installation, configuration and training for your teams
  • Operation, human oversight, updates and support
  • Hosting in France, a dedicated and isolated resource
Order →
The simplest Serenity

All inclusive, no setup fee

580 € incl. VAT /month
all inclusive, immediate start. No upfront investment: a single subscription. Ideal for starting quickly and simply.
  • Setup included (installation, configuration, training)
  • Operation, human oversight, updates and support
  • Hosting in France, managed end to end
Order →
100% Sovereign

On site, you own it

6,121 € incl. VAT setup
then 485 € incl. VAT/month · + hardware from 2,989 € (one-off purchase, in addition) — a sovereign computer installed on your premises, maintained remotely. Models run locally, your data returned at the end of the contract.
  • Hardware installed on your premises (you own it)
  • French / European AI models run locally
  • Secure remote maintenance (Pro support included)
Order →
Included in the package: hosting and AI consumption up to the volume of your capacity tier, in documents, exchanges, tokens and storage; beyond that, re-invoiced at real cost with no margin, tracked in your client area as usage statements are issued. Maintenance and supervision subscription for an initial term of 12 months for the Agility package, 24 months for the Serenity package and 36 months for the 100% Sovereign package, renewable; support levels (SLA 72 h / 24 h / 4 h) optional. Bespoke development, additional integrations or exceptional volumes are quoted separately. Support Monday to Friday, 9am to 6pm. Prices include VAT at 20%: as a public body that is not VAT-registered, you cannot reclaim it.
AI model: none of the AI models offered currently carries a fixed surcharge. When the selected model carries a cost, that cost is shown when you choose it, before you order, and re-invoiced at the cost incurred, with no mark-up; usage is billed at the publisher's price. Publishers' prices are published in US dollars: the amount re-invoiced is the amount in euros actually borne by Blue Lemon Agent on the publisher's invoice, at that invoice's exchange rate, with no commission or mark-up.
Included components and additional components Components included in the base offer: the Blue Lemon Agent software foundation, the AI models listed in the order journey, the standard channels (Microsoft Teams, Slack, WhatsApp Business, email, website chat, calendars, Microsoft 365 / Google Workspace, file storage, market VoIP telephony, professional social-media pages and accounts, Google Business Profile), hosting for the package chosen, in France by default, backups, supervision, updates and support. If adapting the AI agent to your constraints, your needs or your requests requires other paid components — a third-party publisher's software licence, paid API access to one of your applications, hosting of health data, for which French law requires an HDS-certified host (art. L. 1111-8 of the French Public Health Code), SecNumCloud-qualified hosting, a speech synthesis service, particular hardware —, they are offered to you as an option or on quotation and re-invoiced at the cost incurred; nothing is committed without your written agreement. Where the artificial intelligence model you choose entails an additional cost, that cost is shown to you before you order and re-invoiced to you at the cost incurred, with no margin.
What to expect
Go-live 2 to 3 weeks
Agent designed, channels connected, team trained.
Steady state 4 to 7 weeks
After a few weeks of real use, once the agent's behaviour matches what you expect. Indicative estimate, adjusted to the options you keep. It is not a delivery commitment.
Use cases

The uses of AI for the executive office

Here are the capabilities included in the agent, then the neighbouring agents that can be added to it. The agent carries out by itself what you authorise it to do; you decide what it does on its own and what it submits to a public official, who keeps the decision.

Included in your agent The 5 capabilities essential to this promise are included, at no extra cost.
From 365 € incl. VAT / month

Transcription & minutes

Transcription of meetings and minutes with a record of decisions and a list of actions — proposed, for the public officer to approve.

Letters, notes & summaries

Writing letters, service notes and summaries from your instructions and your templates, ready for review.

Diary & preparation files

Suggesting slots, preparing meeting files and agendas, avoiding the unavailabilities already known.

The management's memory

Instantly find a resolution, a letter or a note in the internal files and procedures.

Plain language & easy-read draft

Preparation of a plain-language version and a draft easy-read (FALC) transcription, subject to human validation.

Controls and safeguards These 4 controls are built into the agent: they frame what it does, whatever plan you pick. They are not chosen and are not added to your order.
Human validation, exceptions and escalation Status, safe closure and audit trail Sources, access rights and handling of questions with no answer Maintain validation, transparency, audit trail and recourse
What the agent must be connected to This connection is required for the agent to work. It concerns your information system and is scoped during the audit.
Integrate with authorised tools and the existing sovereign foundation
Other needs our agents cover Each card says how the matching agent can be obtained today: available, on quote, or not yet in the catalogue.

Assisted drafting of official acts and letters

Orders, resolutions, notes, standard letters. Human approval.

Available View the agent page →
Demonstration

See the agent at work

6 everyday situations, taken from those that come up most often. Pick one: the exchange unfolds as it would in your organisation.

A scripted demonstration. These exchanges show how the agent behaves — its sources, its refusals, what it leaves to your teams. Nothing is sent from this page, no model is queried here, and the matters named are fictional. That is precisely what we promise your data. The behaviours shown here — monitoring, automation rules, routing and reminders — are configured with you during deployment, from your tools, your rules and your thresholds. The architecture points named in these exchanges — location, local execution, isolation, encryption, role-based access, logging — are not a guarantee attached to the demonstration: they are those of the architecture set out in your quotation, and verified before commissioning.

The public body in this demonstration

Fictional public body

Val d'Arcène urban community — fictional public body of 18 municipalities

Sector
Inter-municipal public body — 18 municipalities, 74,000 residents; responsible for water and sanitation, waste, economic development, transport and housing
Headcount
340 staff, including an executive secretariat of 2 people — one full-time executive assistant and one part-time — for a chief executive and two deputy chief executives
Public served
18 member municipalities, 74,000 residents and 62 elected members — the executive answers to mayors, elected members, departments and the service users who write in directly
Order of magnitude
168 meetings a year giving rise to minutes, 1,240 letters and memos, 620 searches in the files, 400 e-mails and 74 calls a week to the executive
Tools in place
Shared mailbox and calendars, document management system holding 9 years of archives, register of resolutions, office templates — the agent plugs into them read-only, nothing is replaced and nothing is migrated
Who decides
The chief executive settles the minutes and signs the memos; the executive assistant approves every output before it leaves; the chair and the executive bureau deliberate
Room for improvement
Minutes take 9 days to be circulated; 71 of the 620 searches in the files come up empty; 46 of the 312 actions of a quarter are tracked under a lead who was never designated in the meeting; and the executive mailbox takes 400 e-mails a week for two people

At Val d'Arcène, two people run the secretariat of an executive that steers five areas of responsibility and reports to 18 municipalities. The work gets done, but it gets done late: the minutes of the management meeting arrive as the next one approaches, and a 2021 decision takes twenty minutes to find. The agent runs on local inference on a machine belonging to the body, reads the 9 years of the document management system without ever writing to it, and lets nothing leave without the executive assistant's approval. The exchanges below span a year, from the overhaul of the archives to the review presented to the executive bureau.

This public body, its figures and the exchanges that follow were invented for the demonstration. They illustrate a common situation; they describe no real service.

Executive assistant · hosted in France

Fictional simulation — not a client result

I reread your nine years of document management over the weekend — 41,300 files, the 168 meetings of the past year, 1,240 letters and memos — and I draw from it a finding your files were carrying without anyone having the time to establish it.
The gap measured, and it governs everything else: 71 of your 620 documentary searches last year came up empty. The document existed in 64 of those 71 cases — it carried a name that said nothing, it was filed under a responsibility that has since moved to another directorate, or it was only ever attached to an e-mail. These are not lost documents: they are documents nobody has the time to find.
What that costs today, across the three items you measure:
· Drafting minutes accounts for 60 % of the time a meeting takes from your secretariat, session excluded — 3 hours out of the 5 a meeting takes from the notice to circulation.
· Preparing a letter or a memo: 37 %, that is 11 minutes out of the 30 a letter takes from end to end.
· Searching for a decision in the files: 10 %, that is 12 minutes out of the two hours an executive request consumes on average.
What I propose, and it is not an intention — it is already done: I have indexed the 41,300 files on their content, not on their names, and I have rerun the 71 searches that came up empty: 64 found their document overnight, each with its date, its author and the meeting or resolution that produced it. The last 7 exist in none of your files, and for each I tell you who holds it outside.
What that shifts once the index is live: the minutes drop to 15 %, the letter to 10 %, the search to 8 % — 45 minutes, 3 minutes, 9 minutes 36.
The next step, and it takes half an hour: you open the 64 recovered documents and tell me which ones belong in the executive's own file. The executive assistant settles the filing, and the index is live the same evening — indexing renames nothing and moves nothing: your current paths keep working exactly as they do today. secretariat-workload_where-the-time-goes.pdf168 meetings, 1,240 letters, 620 searches of which 71 empty
⛓ Sourced · 9 years of document management, search log, register of resolutions, the 168 meetings of the year
We are not going to rename nine years of files. And a 2021 memo is called “memo_final_reviewed_CE2.docx” — nobody knows what is inside.
Nothing to rename: I read the content, not the name. Take the memo you were looking for last week, and I will show you.
What you were looking for: the 2021 ruling on taking over surface water drainage for the plateau municipalities. Here is what I bring up, and why:
· The ruling memo of 14 September 2021, the one your files call memo_final_reviewed_CE2.docx — identified by its subject, its signature and the meeting that commissioned it, not by its name. That is the one you were looking for.
· The minutes of the management meeting that commissioned it, two weeks earlier, with the name of the person who raised the question.
· The bureau resolution that followed, and the financial sheet attached to it.
· And two letters from mayors referring to it since, one of them from March still without a written reply — I flag it because that is exactly the kind of letter that resurfaces in a meeting.
How I link them: the subject, the date, the people named, the meeting of origin and the cross-references from one document to another. A document comes up with what explains it, never alone.
What searching was costing you: 620 searches a year, 12 minutes on average — and 71 that came up empty. It drops to 9 minutes 36, from 10 % to 8 % of the time of a request, that is 25 hours a year. But the real gain is not there, and I would rather tell you: it was the 71 fruitless searches that were expensive — because a decision you cannot find gets taken again from scratch, and sometimes differently. 64 have been recovered, the other 7 are located outside.
The next step I propose: that I go over recent deposits once a month to record the subject, the meeting of origin and the linked documents. Of the 41,300 files, 11,400 have no usable name — and those are the ones you hunt for on a Friday evening before an executive bureau. Say yes, and the first pass happens this month. executive-memory_what-was-recovered.pdf64 searches out of 71 resolved, 11,400 files with no usable name
⛓ Sourced · the content of the files rather than their names, minutes, register of resolutions, letters from member municipalities
All of that assumes you read our internal rulings, our memos to the chair and the mayors' letters. Where do they go?
With the 100% Sovereign package, they go nowhere. I run on local inference on a machine belonging to the body, and nothing I read leaves your network.
Local inference means the model computes on your own machine: the text of a ruling memo or the recording of a management meeting crosses no external network to be processed. If the body would rather not host a machine, the other route is an isolated resource hosted in France, dedicated to Val d'Arcène — no pooling with another authority, which is the condition for the continuity of your service.
What that changes, point by point:
· Your internal rulings train no model, neither ours nor a third party's. What I learn from Val d'Arcène serves Val d'Arcène.
· I work read-only on the document management system, and the technical account I read through has no right to write — that is sturdier than a promise, because it can be checked with one command.
· Encryption in transit and at rest, role-based access — rights follow the job: a project officer opens the minutes of their own project, not the ruling memos nor staff files. 9 roles across your directorates, and the log shows 0 out-of-role access since go-live.
· Meeting recordings are deleted as soon as the minutes are produced, or kept for the period you set — that is the body's decision, and it is taken at go-live.
· Hosting in France, under French law, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
· Full log: who asked for what, when, and what was produced.
And the argument that counts before your elected members: a management meeting is precisely where the things not yet settled get said. 0 data out of the body across the 168 meetings of the year, processing in the EU targeted — and you can put that in writing in the memo the executive bureau will ask you for.
What I propose: that I keep up to date the file your data protection officer will ask for — hosting, data processed, retention periods for recordings, who accesses what. It is requested once a year and takes two days to reconstitute; the first version is already written and waiting for you. technical-framework_where-the-executive-rulings-live.pdf100% Sovereign package: local inference, read-only, processing in the EU targeted
✎ Framework · deployment architecture, technical account rights, role matrix, first version of the register file
Data hosted in France · sovereign model as an option

Your case is not here? That is exactly what a 30-minute conversation is for. Discuss your project →

How it works

The stages of your AI agent project

1

Audit & scoping

30 minutes to target the use case with the best return.

2

Quote or direct sign-up

A catalogue offer is bought online; a specific need gets a costed quote.

3

Design

We design the agent and its guardrails.

4

Integration & testing

We connect your tools to the agent, which is itself hosted in France.

5

Rollout

Going live and training your team.

6

Operation

Continuous supervision and improvement.

The context

Why AI matters to the executive office — and why the public sector hesitates

Management expects quick minutes, carefully written letters and a diary under control. But this work takes up a mechanically growing amount of time — and the exchanges involved are among the most sensitive in the organisation.

! The issue

The executive office is caught between a demand for responsiveness (minutes the same day, letters without delay, a diary with no slips) and a documentary load that keeps growing. Yet most consumer AI tools amount to entrusting deliberations, internal decisions, personal data of staff and of the public to a third party, often hosted outside Europe and subject to the Cloud Act.

✓ Our answer

For a public service, AI is only of interest if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, systematic human oversight, decisions reserved to the public officer: the time saved in the office is never paid for in lost confidentiality, nor in a break in continuity or equal treatment. The aim is not to replace the office, but to give it back time to support decisions.

The decisive point

The confidentiality of management exchanges: sovereignty & compliance

The executive office handles the most sensitive information in the organisation. Here is how the architecture of our agents protects it, meeting after meeting.

Local inference

With the 100% Sovereign package, the agent runs on a machine at the service: no recording and no document leaves the network, nothing passes through a cloud.

Hosting in France

Otherwise, with the Agility and Serenity packages, a dedicated, isolated resource hosted in France, under French law: data hosted in France; the AI model is called at its publisher, except with the Sovereign model option.

Reduced extraterritorial exposure

For management exchanges, the architecture aims to reduce exposure to the Cloud Act and FISA 702; being located in France or in the European Union does not, on its own, guarantee immunitythe American hyperscalers have no access to them, even when hosted in Europe.

One isolated resource per entity

No pooling of data: an environment strictly dedicated to your authority or your organisation.

Encryption & controlled access

Encryption in transit and at rest, role-based access (RBAC), strong authentication and logging.

AI Act: governed deployment

The agent carries out what you have authorised; no document is circulated automatically; traceability and human oversight from end to end.

What depends on the architecture chosen These points are not general guarantees: they are settled deployment by deployment, in the quotation.

  • The applicable location is that of the architecture set out in the quotation and verified before commissioning.
  • Local execution is announced only for the configuration explicitly described and accepted in the quotation.
  • The applicable isolation depends on the deployment mode set out in the quotation; no dedicated isolation is presumed.
  • The encryption mechanisms in transit and at rest, their components and key management are those documented for the architecture chosen.
  • Roles and permissions are configured and accepted for the identities and systems actually connected.
  • The events logged, their content, their retention period and who may access them are defined for the deployment chosen.
For the most sensitive data, SecNumCloud and HDS options are available depending on your requirements. A single architecture is designed to answer both the GDPR and extraterritorial exposure. Designed for deployment in line with the GDPR and the AI Act, after the processing, roles and context-specific risks have been assessed.
The gain

How much time can an executive office win back?

By automating the transcription of meetings and everyday drafting, an office can aim for a significant reduction in the time spent on minutes and letters — reinvested in supporting decisions and in the quality of the service.

Writing the minutes of a meeting
Today · done by hand
Prepared by the agent, to approve
Preparing a letter or a note
Today · done by hand
Prepared by the agent, to approve
Finding a decision in the files
Today · done by hand
Near-instant
Qualitative, non-contractual comparison: the proportions shown illustrate the shift of the work towards review, they represent no measurement. Every output of the agent is reviewed and approved by a competent person.
Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).
Our commitment

Four guarantees that matter to a public service

With 100% Sovereign, management exchanges never leave the serviceData hosted in France on an isolated resource; the AI model is called at its publisher, except with the Sovereign model option. With that option, no recording and no document entrusted to a foreign third party.
Data in France, under French lawDeployment objective: processing and access within the European Union for management exchanges; architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The public officer keeps the decisionThe agent produces minutes, letters and summaries that can be checked; no circulation is automated.
Human oversight & traceabilityTranscription & minutes: monitoring, updates and logging.
Frequently asked questions

Your questions, our answers

Is the transcription of meetings confidential?
Yes. The processing takes place in France, on an isolated resource or on local inference, with the deployment objective of processing and access operated within the European Union and an architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The recordings can be deleted once the minutes have been produced, according to your retention policy.
What is the real time saving on minutes?
On transcribing meetings and everyday drafting, a significant share of the time is won back. The exact figure is measured by a pilot on your own meetings; the markers shown are illustrative.
Does the agent integrate with the email and the diary?
Yes, with the organisation's main office tools (email, diary, document management). It complements them with no migration imposed; we adapt the integration to your environment.
Does the agent decide in place of the office?
No. The AI agent assists, the public officer decides. It proposes minutes, letters and slots; nothing is circulated or sent automatically. Human review and approval remain systematic, in line with the AI Act.
How is the personal data of staff and of the public protected?
The data stays in France, under French law, with encryption in transit and at rest, role-based access and logging. The architecture is designed for the GDPR and stays covered by an architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
Does the agent state that it is an artificial intelligence?
Yes, from the very first interaction, and this is not a configuration option: since 2 August 2026, Article 50(1) of the European AI Regulation requires that any person interacting with an AI system be informed, unless this is obvious. The announcement is built into the greeting, in the other party’s language, and they can ask for a human at any time.
How long does it take to deploy the agent?
A few weeks as a rule, after a meeting with our sales team that identifies the most useful use, then a phase of design, integration and testing before going live and training the officers.
Which tools can users use to reach the agent?
The ones they already have. The agent answers on WhatsApp Business, the website chat and email: users have no account to create and no application to install. This is a lever for access to the service — WhatsApp and the telephone reach people an online form never does, which reduces the non-take-up of rights and serves equal access. Internally, your public-sector staff talk to the agent from Microsoft Teams, Slack or their email, without switching tools. Oversight runs from a web dashboard. These connectors rely on open standards, including the MCP protocol; they are included in every plan, at no extra cost, within the number of connections set out in your agent's quote. Only the fees charged by the platforms themselves — WhatsApp Business bills per conversation — are passed on at actual cost, with no margin, outside the subscription.
Let's talk

Let's size up the potential in your management team

30 minutes to identify the most useful use — hosted in France, supervised, with no commitment.