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
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
For approval before sending.
✎ Action · letter and slots ready — the public officer approves
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. It runs on local inference or is hosted in France: 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 your level includes.
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.
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 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
The agent can run on a machine at the service: no recording and no document leaves the network, nothing passes through a cloud.
Hosting in France
Otherwise, a dedicated and isolated resource, hosted in France under French law — your data: processing and access within the European Union targeted by the architecture.
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 is strictly in support; 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.
See the agent at work
5 real 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 bodyVal 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.
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
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
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.pdfLocal inference, read-only, processing in the EU targeted
✎ Framework · deployment architecture, technical account rights, role matrix, first version of the register file
The record of decisions is the short list of what was settled, point by point; the minutes are the full document that also reports the discussion. The first is what the directorates need the same evening, the second is the memory.
What I produce after your one-hour-forty meeting:
· The record of decisions, in the order of the agenda: 5 decisions taken, each with the exact wording as it was pronounced.
· 9 actions, each with its lead, its deadline and the agenda item it comes from.
· The draft minutes, in your usual form, with contributions reported rather than transcribed word for word.
· And 3 points to settle — I will come back to those, because that is where the reliability of the whole document is decided.
The time this shifts: drafting minutes goes from 60 % to 15 % of the time a meeting takes from your secretariat — from 3 hours to 45 minutes. Across 168 meetings a year, that is 378 hours going back to supporting decisions.
And for the directorates, the change shows elsewhere: the minutes are circulated the next morning instead of on the ninth day — an action dated D+1 gets started that week; the same action dated D+9 waits for the next meeting.
The next step I propose: that the record of decisions go to the members of the committee the same evening as the meeting. It is written, laid out and addressed; it waits in your drafts and goes with one click. Across the 42 management meetings of the year, your directors would have had it eight days earlier on average. Give me the go-ahead and the first one goes out after Monday's meeting. management-meeting_record-of-decisions-and-minutes.pdf5 decisions, 9 dated actions, 9 days down to one morning
⛓ Sourced · recording of the meeting, agenda, 42 sets of minutes from the previous year, the body's templates
This morning's 3 points, and why they are not decisions:
· The timetable for taking over the water networks of the three plateau municipalities: two dates were floated, none chosen. To be settled by the deputy chief executive for technical services, before the bureau of the 12th.
· The split of the waste directorate's operating envelope: the principle is agreed, the amount is not.
· The follow-up to the plateau mayor's letter: a reply was judged necessary, nobody said who would sign it.
What that gives you, and it is measured: over the quarter, 27 points were flagged as unsettled; 24 were settled within four days, in four minutes of end-of-meeting on average. Before, they resurfaced three months later, when the subject came back in a letter.
One rule I hold to, and it protects the executive: what commits carries a name, what searches does not. Decisions, rulings and actions are attributed by name, because they must be. Hesitations, objections and the discussion of the meeting are reported without names, unless the person asks for their contribution to appear in the minutes — and I flag every time someone asked for it in the meeting.
And one thing I advise against, with the mechanism behind it: a per-participant contribution counter. The day “number of contributions” becomes a tracked figure, it becomes a target: people speak for the counter, or keep quiet to stay off it, and the minutes stop describing the meeting and start describing the reaction to the counter. What I propose instead, and what genuinely serves the executive: open actions, their deadline and their age — three figures your tracking table already asks for and that nobody had the time to maintain.
The next step I propose: that the points to settle be read out at the end of the meeting, from my list, before the room empties. Of the 27 in the quarter, 24 would have been settled within the minute rather than within four days. That is four extra minutes of meeting, and three months less drift. points-to-settle_27-of-the-quarter.pdf24 settled within 4 days, the rule on attribution by name
⛓ Sourced · recording of the meeting, action tracking table, minutes of the quarter
What it earns, first, because that is what decides: circulating a set of minutes takes you 35 minutes per meeting, and it comes after the review. Across 168 meetings, that is 98 hours — and above all it is the link that turns minutes “written the next day” into minutes “read on the ninth day”.
What the mandate says, and it fits in six lines:
· Exact scope: the record of decisions and the minutes of internal meetings, listed by name — management meetings, committees and project meetings. Nothing else.
· What stays outside the mandate: any document intended for elected members, member municipalities or a service user, and any ruling memo. Circulated minutes commit the executive — which is why those go out from you, and I hand them to you ready to send, filtered by recipient, within minutes.
· Every send is filtered by recipient: each directorate receives the full record and the list of only the actions that concern it, with their deadlines.
· You receive each morning the record of what went out the day before, on one page. A wrong recipient is caught within the hour, not a week later.
· Term: reviewed after three months, with the record of what it changed. Without an explicit decision at the review, the mandate stops — it is renewal that takes a signature, not termination.
· Withdrawal: one word from you, and direct circulation stops within the minute. Minutes revert to drafts in your mailbox; nothing else changes.
The decision belongs to the chief executive and to you — and it is taken on a text already written, with one signature. You sign, and Monday's record goes out the same evening; the review is already in your diary on the 15th of the third month. circulation-mandate_internal-meetings-capped.pdfCirculation filtered by recipient, 3-month review, withdrawal with one word
✎ Framework · drafted mandate, list of covered meetings, circulation log, action tracking table
What the letter takes over, and where it comes from:
· The form of your internal memo, identical — heading, references, opening and closing formulas. They are the ones the body uses, on a template reviewed with you last month.
· The subject and the reference to the management meeting, with its date.
· The actions filtered by recipient: 4 for the technical services directorate, 3 for the waste directorate, 2 for the finance directorate — each with its deadline and the exact wording of the record.
· One field is waiting for you, and that is deliberate: the signature — the only entry that commits the executive, and it takes ten seconds.
The time this shifts: preparing a letter or a memo goes from 37 % to 10 % of the time it takes — from 11 minutes to 3. Across 1,240 letters and memos a year, that is 165 hours going back to follow-up and to supporting decisions.
What I flag without being asked: two of the nine actions share their deadline with two actions open since March on the same directorate. That is not an objection, it is a calendar fact — I have prepared both versions of the letter: one with the deadlines as they stand, one with the second deadline moved a week later. You choose, and the technical services directorate receives a timetable it can hold.
The next step I propose: that the covering letter build itself after every management meeting, as soon as the record is approved. 42 meetings a year, 42 covering letters: it is the most repetitive document in your secretariat, and the one that goes out latest. Approve the principle once, and every meeting leaves with its covering letters the next morning. covering-letter_actions-by-directorate.pdf9 actions filtered into 3 recipients, 11 minutes down to 3
⛓ Sourced · the body's internal memo template, record of decisions, action tracking table
Easy-read means short sentences, one message per sentence, everyday words rather than administrative ones.
What I did across your 340 letters to service users:
· I picked out the 18 recurring formulas that teach the reader nothing — “your request has been forwarded to the competent department”, “failing a reply within the allotted time” — and replaced them with the sentence that says what happens, when, and what the person must do.
· Every letter now carries three things in plain sight: what was decided, the date by which the person will hear back, and the name of the department to contact.
· No easy-read version goes out without your rereading — the 18 rewritten formulas, a little over two hours to settle them all. That is what makes it safe: a shortened sentence that shifts a date or a consequence no longer helps the person, it misleads them, and it is the body that answers for it.
What that gave over the quarter:
· Call-backs from service users asking for a letter to be explained: 96 → 29.
· Letters left unanswered although a document had been requested: 41 out of 214 → 17 out of 227. That is 24 files that moved forward instead of stalling — and non-take-up is exactly that: an open entitlement never claimed because the letter was not understood.
· And 34 letters were sent in easy-read at the person's request, without a single line of information changing.
The next step I propose: that the 18 rewritten formulas go into your templates, for next year's 340 letters as well as for the 900 your directorates send on their own. That is one hour of review for you, and 1,240 letters going out clear without anyone thinking about it again. letters-to-service-users_plain-language-and-settled-easy-read.pdf18 formulas rewritten, 96 call-backs down to 29
⛓ Sourced · 340 letters to service users, call-back log, rereading record for the 18 formulas
A briefing note is the short document that sets a question before those who must decide it: what is at stake, what the papers say, and the possible routes.
What the note establishes first, from your own documents:
· The history of the file since 2021 — the ruling memo, the resolution that followed, the two letters from mayors, and the March letter still without a written reply.
· The state of the three networks concerned, as it emerges from your operator's reports, each figure pointing back to its page.
· What the resolutions in force already allow, and what would require a new resolution.
What I do on top, and what nobody has the time to do: I put three timetable scenarios on the table, each costed from the data in your reports — phased capital spending, induced running costs, the date on which each municipality is taken over:
· A — all three networks taken over in a single year: the cost falls on one budget, and all three municipalities are served the same year.
· B — phased over three years: cost spread out, and the third municipality waits two years longer than the first.
· C — two stages, the two most degraded networks first: this is the scenario that first serves the 2,200 service users hit by last year's most frequent interruptions.
None of the three is my opinion: they are three calculations made from your reports, and the bureau can ask me for a fourth in session, costed before the item closes. The decision belongs to the executive bureau, and it is the resolution that makes it binding on all — and I hand it to them documented, with every figure pointing back to its source.
The next step I propose: that the same note be built for the five files that come back to every bureau — water, waste, transport, housing, economic development. They are prepared the evening before, from the papers filed, and you only review what has moved since the last session. briefing-note_taking-over-the-water-networks.pdf3 costed scenarios, every figure pointing back to its source
⛓ Sourced · memos and resolutions since 2021, operator's reports, letters from member municipalities
What I check before offering a date:
· The six diaries concerned, and the known unavailabilities — booked leave, statutory meetings, duty rotas.
· The site visits of the day: I do not offer a 2 p.m. slot at headquarters when the chief executive is coming out of a 1.30 p.m. meeting in a plateau municipality. Over the quarter, 11 appointments had been booked in that situation and had to be moved.
· The load of the week: I do not place a follow-up meeting the day before an executive bureau, unless you ask me to.
What I hand over with each slot: the preparation pack — the proposed agenda, the minutes of the two previous sessions on the same subject, the open actions and their age, and the documents cited. It is ready the evening before, not on the morning itself.
What that gave over the quarter:
· Slot searches: 74 requests, 74 proposals in under a minute, against 18 minutes on average by hand.
· Meetings moved after the event: 19 → 4, and the 4 come from outside cancellations, not from a diary clash.
· Meetings opened without a preparation pack: 23 → 0.
The next step I propose: that the five statutory meetings of the year be booked twelve months ahead, with their preparation packs opened as soon as the notice goes out. Your six directors then block their dates before other meetings take them — it is the only way the executive bureau stops being prepared at the weekend. diary-and-preparation-packs_the-quarter.pdf74 proposals in under a minute, 23 meetings without a pack down to 0
⛓ Sourced · shared calendars, agendas, minutes of previous sessions, action tracking table
The sort, as it is done:
· 112 fall within the six recurring topics — appointment requests, document requests, invitations, service users' questions, supplier approaches, mailing lists. Draft reply ready for each, sourced from your own documents.
· 102 are file follow-up e-mails: I attach them to the file concerned and bring up the document they refer to, which saves rereading the whole thread.
· 64 carry a deadline — a reply expected, a statutory time limit, a committee date. They are extracted, dated and placed in your deadline table, with a reminder three days ahead.
· 78 are to be routed to a directorate: forwarded with the subject noted, and one line in the morning record.
· 44 call for the chief executive's ruling, and those come at the top of the morning page, not in the middle of the 400.
What that gave over the quarter:
· Secretariat sorting time: 6 hours a week → 1 hour.
· Deadlines missed: 14 in the quarter → 1, and that one came from a document a third party had not sent — I had flagged it twice.
· Average time to first reply to a service user's e-mail: 11 days → 2 days.
The next step I propose: that the six recurring topics go out directly after approval once and for all, as with the internal minutes. 112 e-mails a week, a reply within the hour instead of the day after next — and you only review the other 288. The mandate is written on the same model as the circulation one: capped, dated, withdrawable with a single word. mailbox-and-calls_400-e-mails-74-calls.pdf6 hours of sorting down to 1, 14 missed deadlines down to 1
⛓ Sourced · executive mailbox, deadline table, reply log for the quarter
What I do with the 74:
· 23 are service users looking for a department — waste, water, transport, housing. They get the answer or the competent department, with the name, the number and the opening hours. They had no business reaching the executive, and they got there because it was the only number they had.
· 18 are appointment requests: I qualify the purpose, offer three slots on the ranges you have opened, and set up the preparation pack.
· 33 are for the executive — elected members, mayors, partners, departments: I take the message with the purpose, the number and the urgency stated by the caller, and I file it on the morning page. A mayor's call is flagged within the minute, never held for a record.
And I say so from the first sentence: I am a digital assistant of the urban community, not an officer. This is not an option you could switch off: the European regulation on artificial intelligence requires that anyone interacting with an AI system be informed. The caller can ask for a person at any time, and I transfer.
What that gives, measured over the quarter: interruptions to the secretariat go from 74 to 33 a week. That is not time saved on work, it is time saved on interruption — and it is the costliest kind when you are drafting minutes or a briefing note.
The next step I propose: that the 23 service user calls stop reaching the executive at all, and go to the competent department from the switchboard. I am giving the switchboard the routing table I built from those 23 calls, with the reasons actually heard — it is written, it fits on one page, and it hands those calls back to the department that knows the answer. executive-calls_74-a-week-sorted.pdf41 calls handed back to departments, 33 qualified messages
⛓ Sourced · log of calls put through to the executive, organisation chart, shared calendars
The calculation, item by item, so that you can redo it:
· Minutes: 168 meetings a year, drafting brought from 3 hours to 45 minutes — 60 % → 15 % of the time the meeting takes from the secretariat — that is 378 hours.
· Letters and memos: 1,240 a year, 11 minutes brought down to 3 — 37 % → 10 % — that is 165 hours.
· Searching for a decision in the files: 620 a year, 12 minutes brought down to 9 minutes 36 — 10 % → 8 % — that is 25 hours.
What those hours are, and it is what defends itself best before elected members: officer time returned to the service, at unchanged headcount — no post cut, no post created. It is the sturdiest argument you can carry into the chamber: it is disputed neither by the staff nor by the opposition, and it can be checked against your own logs.
What those hours became, according to your own records:
· Circulation of minutes: 9 days → the next morning, and the record of decisions the same evening as the meeting.
· Unsettled points settled within four days: 24 out of 27, against subjects that used to resurface three months later.
· Deadlines missed: 14 a quarter → 1.
· Time to first reply to a service user's e-mail: 11 days → 2 days.
· Documentary searches with no result: 71 out of 620 → 0 out of 640, and 7 documents located outside the body.
· Call-backs from service users asking for a letter to be explained: 96 → 29, and 24 files that moved forward instead of stalling for want of a reply. That one is not counted in hours, and it is perhaps the only one your elected members will remember.
What I propose for the session: the calculation page is written and fits on one side — three lines of arithmetic, six waiting times, three framework measures. Hand it to the bureau members as it stands with the notice: a figure read the day before is discussed better than a figure discovered in session. yearly-review_568-hours-returned-to-the-secretariat.pdf60→15, 37→10, 10→8, and the calculation redoable on one side
⛓ Sourced · production log, action tracking table, deadline table, search log
The real cause, measured and not supposed: in 38 of the 46 cases, the meeting had designated nobody — the action was decided, the lead was not, and I inferred it from the subject rather than asking for it. It was not a listening error: it was an inference where a question was needed. The other 8 concerned actions genuinely shared between two directorates.
What I did with it, and it is measured: I no longer assign an action the meeting has not assigned. It is entered as “lead to be designated”, it appears in the list of points to settle read out at the end of the meeting, and the chief executive settles it in seconds, before the room empties.
The following quarter: 9 actions wrongly assigned out of 340 — 2.6 %. And the 9 are actions genuinely shared between two directorates, plus one single inference.
The rule that holds everything else together: what the meeting did not say, I do not write — I flag it and I date it. A decision floated does not become “decided”, an amount discussed does not become “settled”: I record the point to settle, the name of the person who must settle it, and the deadline that makes it useful. Over the quarter, 27 points recorded, 24 settled within four days. That is what makes 2.6 % a figure you can rely on.
And the protection that matters to the executive: across 1,408 outputs over two quarters, 1,408 were approved by a person before going out — and all 55 corrections were made before sending, none after.
What I propose now: that the 8 genuinely shared actions become a heading of the record — “action across two directorates”, with a named lead and a named contributor. Of the 9 gaps of the second quarter, 8 already fell under that heading — it is the same correction, taken one notch further. assigned-actions_46-then-9.pdf14.7 % → 2.6 %, measured cause, 1,408 human approvals
⛓ Sourced · action tracking table over two quarters, meeting recordings, approval log
The three actions:
· I prepare the record of decisions and the draft minutes after every recorded meeting. And the reverse holds too: if a participant refuses the recording, I produce nothing from that session, and I say so before it starts.
· I bring up the executive's morning page each working day: e-mails to rule on, deadlines within three days, open actions running late, call messages. It goes only to you and the chief executive, and it carries no assessment of anyone.
· I index recent deposits in the document management system. A document removed from a file disappears from the index at the same hour — I keep no copy of what the body has decided to erase.
Everything else waits for a decision, and it is written into the mandate: nothing goes to elected members, member municipalities or a service user without your sending it, no ruling memo is circulated, no appointment is booked outside the ranges you open. Across 1,408 outputs, those rules held 1,408 times.
And if an elected member asks for an activity indicator — that is a legitimate request: I produce it, and I bring you what makes it lawful: prior information of the staff, a written purpose, a retention period. I propose it by directorate rather than by person, and I tell you why: on a secretariat of two people, a “by service” indicator still points at someone — I tell you before, not after, and the choice belongs to the chief executive in full knowledge.
Now the way out, since it is what will decide:
· The index is deleted, and it contained none of your documents — only what is needed to find them where they are. Your nine years of files have not moved by one byte: same folders, same names, same rights.
· The rewritten templates, the 18 plain-language formulas and the easy-read versions you have settled belong to the body — they are made of its own material, they stay in its files, readable without us.
· Minutes, records and notes are already with you, in your usual office formats — there is nothing to export, they have never been anywhere else.
· No migration on the way in, therefore no migration on the way out: your mailbox, your calendars and your document management system are not replaced, and no format belongs to us.
· The subscription is annual, with no tacit renewal — it is renewal that takes a decision, not termination.
What I propose so that this does not stay a sentence: a dry-run exit at the end of the first quarter, half a day: we switch off, we check that the secretariat works exactly as before, we switch back on. The protocol is written, it fits on one page, and the date that costs you least is the first Thursday of August — no body sits that week. The bureau will know what the promise is worth before having committed a second year. what-the-agent-does-alone_and-what-is-logged.pdf3 reversible actions, 1,408 human approvals technical-framework_where-the-executive-rulings-live.pdfReversibility: 0 migration in, 0 migration out
✎ Framework · settings of the automatic actions, circulation log, export formats, dry-run exit protocol
Your case is not here? That is exactly what a 15-minute conversation is for. Book the free audit →
The uses of AI for the executive office
Each use corresponds to an agent we deploy. All of them work in support, subject to approval by the public officer.
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.
Assisted drafting of official acts and letters
Orders, resolutions, notes, standard letters. Human approval.
On quote View the agent page →Need to go further?
These agents handle a different business process, with their own owner and their own price. They are added to this one.
Accounting agent (summaries, anomalies)
Accounting connection, alerts.
Accounting agent (summaries, anomalies) from 781 € incl. VAT / month Discover the agent →Sorting, indexing and routing incoming mail
Paper and digital mail.
Sorting, indexing and routing incoming mail from 775 € incl. VAT / month Discover the agent →Executive assistant agent
Daily briefing: email digest, calendar, deadlines, suggested replies, preparation of the day’s meetings. You approve every send.
Executive assistant agent from 652 € incl. VAT / month Discover the agent →In 15 minutes we identify the agent that will give your staff the most time back — without oversizing the project.
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.
The stages of your AI agent project
Audit & scoping
15 minutes to target the use case with the best return.
Quote or direct sign-up
A catalogue offer is bought online; a specific need gets a costed quote.
Design
We design the agent and its guardrails.
Integration & testing
We connect your tools to the agent, which is itself hosted in France.
Rollout
Going live and training your team.
Operation
Continuous supervision and improvement.
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.
Four guarantees that matter to a public service
Your questions, our answers
Is the transcription of meetings confidential?
What is the real time saving on minutes?
Does the agent integrate with the email and the diary?
Does the agent decide in place of the office?
How is the personal data of staff and of the public protected?
Does the agent state that it is an artificial intelligence?
How long does it take to deploy the agent?
Which tools can users use to reach the agent?
Other professions in office work and drafting
Let's size up the potential in your management team
15 minutes to identify the most useful use — hosted in France, supervised, with no commitment.