AI agent for consular officers (administrative support)
An assistant that prepares consular civil status records, pre-assesses visa applications and answers the public — the officer keeps the assessment and the decision. Hosted in France, on a dedicated resource under French law: issuing visas and permits stays a human act. The AI agent assists, the consular officer decides.
Updated on
Ready for review before sending.
⛓ Source · your consular information sheets + civil status instructions
Issuing or refusing remains an act of the consular officer.
✎ Action · application prepared — the consular officer assesses and decides
In a consular post, a Blue Lemon Agent agent provides administrative support on the repetitive tasks — preparing consular civil status records, pre-assessing visa and permit applications (completeness of documents), letters and replies to nationals, in French. It is hosted in France on a dedicated, isolated resource under French law, or runs on local inference: nationals' data is never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The assessment, and issuing or refusing, remain acts of the consular officer. Live within a few weeks. Your public-sector staff write to it from Microsoft Teams, Slack or their email, and your nationals 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 consular posts — and why they hesitate
Civil status, visas, permits, consular protection: posts handle large volumes of requests, in several languages, with small teams and seasonal peaks. The data handled — identities, passports, family situations — is among the most sensitive the state holds.
! The issue
Consular officers are caught between nationals and applicants who expect quick answers — often in their own language — and rigorous assessment: documents to check, records to prepare, letters to justify. Yet most consumer AI tools amount to entrusting identities, travel documents and family situations to a third party, often hosted outside Europe and subject to the Cloud Act.
✓ Our answer
For consular data, AI is only of interest if it is sovereign and confidential by design. A dedicated resource hosted in France under French law or local inference, systematic human oversight, decisions reserved to the officer: the AI agent checks completeness and prepares, it never issues or refuses a visa or a permit. The aim is not to replace the consular officer, but to give them back time for the people they serve.
Protecting nationals' data: sovereignty & compliance
Identities, passports, civil status records, visa files: a consular post handles data at the heart of the state. Here is how the architecture of our agents protects it, post by post.
Local inference
The agent can run on a machine at the post: no data leaves the network, nothing passes through a cloud.
Hosting in France
Otherwise, a dedicated and isolated resource, hosted in France under French law — the data does not leave the trusted perimeter.
Reduced extraterritorial exposure
Exposure of nationals' data to the Cloud Act and FISA 702 is reduced by design; location alone does not guarantee immunity.
A resource isolated per post
No pooling of data: an environment strictly dedicated to your post, guaranteeing the confidentiality of the files.
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 visa or permit is issued 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 bodyConsulate General of France in San Ventura — a consular post covering 1,900 km
- Sector
- Consular post — civil status (transcriptions and marginal notes), short-stay visas, travel documents and passports, register of French nationals living abroad, school grants, voting proxies and consular protection; counter open 15 hours a week, across four mornings
- Headcount
- 11 staff — 4 on civil status and documents, 3 on visas, 2 on reception and the switchboard, 1 chancery officer and the head of post; the agent serves civil status, visas and reception
- Public served
- 21,400 nationals on the register, spread over 1,900 km from north to south and 3 time zones; 4 languages in common use across the district — French, Spanish, English, Portuguese
- Order of magnitude
- Per year: 1,240 short-stay visa files, 480 civil-status transcriptions, 310 marginal notes entered, 2,900 counter visits and 5,100 remote enquiries — 2,400 calls, 1,700 emails, 1,000 messages
- Tools in place
- State consular applications, the post's mail system, the appointment diary, 22 information sheets on the website and 9 years of files sorted by year — the agent connects in read-only mode, nothing is replaced or migrated
- Who decides
- The head of post and authorised officials decide: issuing a travel document, drawing up a civil-status record, deciding on a visa; the chancery officer signs off every output before it leaves
- The points to improve
- 1,100 of the 2,400 annual calls come in when the counter is closed, time difference included; an email from a national waits 8 days for its reply; 496 of the 1,240 visa files used to leave with a missing document; and 6 of the 22 information sheets existed in French only
In San Ventura, eleven officials serve 21,400 nationals spread over 1,900 kilometres and three time zones. The counter opens fifteen hours a week; the rest of the time a national's question waits, and for many of them coming to the post means a journey. The agent runs as local inference on a machine inside the consulate, reads the nine years of files without ever writing to them, and lets nothing leave without the chancery officer's sign-off. The exchanges below cover a year, from the rewriting of the information sheets to the review presented to the head of post.
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: what costs your post the most is not the processing, it is the distance. The consular district is the territory the post serves: yours runs 1,900 kilometres from north to south and spans three time zones. 1,100 of your 2,400 annual calls arrive when the counter is closed, time difference included, and an email from a national waits 8 days for its reply.
Your three measured items, read on a single time scale:
· Preparing a transcription is your longest task: I take it as 100 % — 50 minutes.
· The completeness check on a visa file comes to 60 % of that — 30 minutes.
· A reply to a national, 40 % — 20 minutes.
What I do with these three items, working from your templates and your instructions: the transcription falls to 20 %, the completeness check to 10 %, the reply to a national to 10 % — 10 minutes, 5 minutes, 5 minutes — and what remains is the official's verification, the part nothing replaces.
What that weighs over the year, item by item: 320 hours on the 480 transcriptions, 516 hours on the 1,240 visa files, 690 hours on the 2,760 recurring enquiries — 1,526 hours of staff time returned to the service.
The next step, and it takes one morning: the chancery officer reads the 14 standard replies I have already written, each in plain French and in an easy-read version — the chancery officer is the official who runs the post's chancery: they check and sign off records before they leave — and the switchboard answers that very night, in the time zone of whoever is calling. workload-of-the-post_where-the-time-goes.pdf1,526 hours, three items measured on the same scale
⛓ Sourced · 9 years of the post's files, switchboard log, transcription register, 14 standard replies drafted
What your switchboard log says, hour by hour:
· 1,100 calls out of 2,400 arrive outside the four opening mornings, and 640 of them come from the two northern provinces, which live two hours ahead of San Ventura. These are not late calls: these are people calling during their own office hours.
· 2,760 of your 8,000 annual enquiries concern 14 subjects, always the same ones — transcription of a birth record, documents for a visa file, passport renewal, entry on the register, school grants, voting proxy, legalisation, appointment booking, opening hours, and five others.
· The 14 replies are written, sourced from your information sheets and your instructions, each in plain French and in an easy-read version — and 6 of your 22 sheets existed only in administrative prose, with 9 unexplained acronyms on average: I have rewritten them, they are waiting for you.
What that changes for a national, and this is where the gain is truly measured: an answer obtained at 9 p.m., written to be understood first time, is a journey that does not take place. Of the 2,760 recurring enquiries, 890 come from people living more than 400 kilometres from the post — for them, an accurate answer first time is worth two days of travel.
The rule I hold to and that I suggest you keep: I work in French, and it is the French version that stands. The easy-read version never replaces the plain one: it goes out alongside it, and the two say the same thing, which is what lets an official check in ten seconds what was said to a national. A rewording that shifted the meaning would be more dangerous than a difficult sentence — so a date, an amount, a deadline and a document name are copied verbatim, and only the sentence around them is rewritten.
The next step: tomorrow morning you read the four subjects that weigh the most — 1,320 of the 2,760 enquiries on their own. As soon as they are signed off, the switchboard answers across the three time zones, nights included, and each morning I hand you the one-page record of what went out. distances-and-time-zones_where-service-is-won.pdf1,100 calls outside opening hours, 890 enquiries beyond 400 km
⛓ Sourced · 12 months of switchboard log by hour and by province, emails from nationals, 22 website information sheets
Local inference means the model computes on your own machine: the text of a civil-status record or of a visa file crosses no outside network to be processed. If the post would rather not host a machine, the other route is an isolated resource hosted in France, under French law, dedicated to San Ventura — with no pooling with any other post.
What that changes, point by point:
· Nationals' data trains no model, neither ours nor a third party's.
· I work in read-only mode, and the technical account I read through has no right to write — that can be checked with a single command, which is worth more than an undertaking.
· Encryption in transit and at rest, role-based access — rights follow the job: the reception officer does not open visa files, the visa officer does not open civil-status records. 6 roles for your 11 staff, and the log shows 0 out-of-role access since go-live.
· Hosting in France, under French law, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity, including against a US player hosting inside Europe.
· A full log: who asked for what, when, and what the system produced.
And the act the law reserves for an authorised public official, which is also what gives your records their full value: issuing a travel document, drawing up a civil-status record and deciding on a visa application belong to your post and to nobody else. Everything leading up to it, I have already done by the time I arrive: the file is complete, the documents checked one by one, the chronology reconstructed, and the draft decision written and reasoned — the decision is then taken within minutes, and it is reasoned and open to challenge, which is precisely what makes it sound.
The figure that sums up this framework: 0 item of a national's data out of the post's network across the 8,000 enquiries of the year, and processing in the EU targeted.
What I propose next: that I keep up to date the record your head of post and your data protection officer will ask for — hosting, data processed, retention periods, who has access to what. The first version is written and you have it attached; it updates itself at every change. technical-framework_where-nationals-data-lives.pdfLocal inference, read-only, processing in the EU targeted
✎ Framework · deployment architecture, rights of the technical account, access log, first version of the register record
Transcription is the operation by which a civil-status record drawn up by the local authorities is entered in the consular civil-status registers: it is what makes the record fully usable in France.
What the draft takes up, and where it comes from:
· The full copy of the local record, its sworn French translation and the comparison of the two, line by line: surnames, given names, dates, places, parentage.
· The proof of the parent's French nationality, found in your 2019 file — the national does not have to produce it a second time, and I have written that to her in one sentence, with no acronym.
· The family record book and the application sheet, already filled in with what the post holds.
What the checking note carries: 9 points compliant, 1 point to be confirmed — the spelling of a given name differs by one letter between the local record and the parent's passport. I did not settle it and I did not leave it hanging either: the two documents are set side by side, the question is written in one sentence and in plain French, and the letter to the national is ready to go.
The time this shifts: preparing a transcription goes from 50 minutes to 10 — from 100 % to 20 % of the task. Across 480 transcriptions a year, that is 320 hours going back to processing and to receiving nationals.
The record itself is drawn up and signed by the authorised official of your post — and I hand it to them in ten minutes, complete, checked and reasoned, instead of fifty.
The next step I propose: that the three most frequent cases — birth, marriage, acknowledgement — build themselves as soon as the request arrives, letter of missing documents included. They account for 412 of the 480 transcriptions of the year: that is where the 320 hours are won. You approve the principle once, and every request leaves with its draft the same day. draft-transcription_birth-record.pdf9 points compliant, 1 written question, 50 min down to 10
⛓ Sourced · the post's transcription templates, 2019 nationality file, local record and its sworn translation
A marginal note is the entry made in the margin of a civil-status record to report a later event: marriage, divorce, death, change of name. A record without its note describes a situation that is no longer true.
What I did, across your nine years of registers:
· I matched every notice received to the record it concerns: 287 notes entered, 23 received and never entered, the oldest going back four years. This is not a drafting mistake: these are notices that arrived during a seasonal peak, when four officials were holding civil status and travel documents at the same time.
· The 23 draft notes are written, each with the original notice, the record concerned and the exact wording to be entered — the authorised official signs them off and enters them, and enters all twenty-three in one morning.
· What that prevents, and it can be measured: 11 of the 23 records have since been issued as copies to their holders — those eleven people will receive the updated version without having to ask, and I have written the letter to them in plain language, the entry explained in two sentences.
The routine I suggest you adopt: every notice received is matched to its record the same day, and the draft is placed for the chancery officer's sign-off the next morning. Over the past year, that single routine would have brought the 23 unentered notes down to zero.
And one thing I advise against, with the mechanism to back it: do not count marginal notes entered per official. The day that number becomes a tracked indicator, it becomes a target: people enter what can be entered quickly and put off the file that calls for research, and it is precisely the difficult file that needs entering. What I suggest tracking instead, and it genuinely serves the post: the time between the notice received and the note entered, and the number of notices pending — two figures your head of post can read in ten seconds, and which name nobody. marginal-notes_23-found-and-entered.pdf310 notes matched, 23 drafts ready for sign-off
⛓ Sourced · 9 years of the post's registers, notices received, register of copies issued
What I do before the person sets off:
· The list of documents is drawn up for THEIR situation, not for the average one: depending on the record requested, the country where it was drawn up, the parents' nationality and what the post already holds. Of the 480 requests of the year, 191 did not need a document the general form nevertheless asks for — I tell the person, and they do not go looking for it.
· Every list goes out in plain French, paired with an easy-read version, and states what the post already has on file.
· I check the documents in advance, from a photo, before the journey: an incomplete sworn translation or a record that is too old shows up then, not at the counter.
The result measured over the quarter:
· 310 civil-status and document files presented, 310 complete on arrival, against 4 out of 10 leaving with a missing document last year.
· 124 of those files came from people living more than 400 kilometres away; 118 of them would have had to come back a second time, that is at least 94,400 kilometres of travel avoided in three months.
· And for those who do come: the preparation done upstream brings the counter visit down from 40 minutes to 15.
The next step I propose: that document checking from a photo be opened on the channels your nationals already use — mobile messaging, website chat, email. They have no account to create and no app to install; that is what turned a journey into an exchange of messages for the 890 people furthest away. Say the word and I open the channel together with the information sheet for nationals, already drafted in both forms and ready for the chancery officer's sign-off. document-lists_310-complete-files-out-of-310.pdf118 second journeys avoided, 94,400 km in one quarter
⛓ Sourced · register of the quarter's filings, residence addresses declared on the register, log of photo checks
Completeness is the check that every required document is present and valid; pre-processing is the preparatory work that measures the file against the written conditions, before the authorised official rules on it.
What I hand over, file by file:
· The completeness check: every document compared with the required list, validity dates verified, and whatever is missing named document by document.
· The summary sheet: purpose and length of stay, accommodation, means of support, insurance, each statement pointing back to the document that carries it, page by page.
· The applicant's history with the post: earlier applications, stays made, returns recorded. It used to take twenty minutes of searching to reconstruct; it is now at the front of the file.
· The letter requesting the missing document, drafted, in plain French, the document named exactly and one message per sentence.
On the file in front of you: 90 % complete — valid passport, insurance and accommodation compliant; the proof of means of support for the last three months is missing, and the letter requesting it goes out as soon as an official signs it off.
The time this shifts: the completeness check goes from 30 minutes to 5 — from 60 % to 10 % of the file's time. Across 1,240 files a year, that is 516 hours returned to the processing itself, the part your three officials alone know how to do.
The next step: that the check start at the online filing, before the appointment. Over the trial quarter, 310 files presented, 310 complete — and the applicant knew it on the day of filing, not three weeks later. short-stay-visa_completeness-check.pdf90 % complete, the missing document and its letter ready
⛓ Sourced · the quarter's visa files, 9 years of the post's application history, applicable written conditions
What the official finds on the desk when the file is opened:
· The one-page summary sheet, every line pointing back to its document.
· The written conditions taken one by one, with, alongside each, what the file provides and what it does not.
· Two draft letters written: the one that goes with a favourable outcome, and the one setting out the grounds and the avenues of appeal. The official chooses, corrects a word, and signs off.
· What is missing, named: on a file, what is not in the documents is never guessed — I say what is missing, where I looked, who holds it, and I hand over the request already drafted for the applicant. Over the quarter, 214 documents requested, 187 returned within eight days.
What this gives, measured over the quarter: the time between the official opening the file and their decision goes from 22 minutes to 6, and the delay as seen by the applicant, from filing to answer, goes from 19 days to 7.
The value of this division of labour, and it is complete: a decision taken by an authorised public official is reasoned, traced and open to challenge — that is what makes it defensible, and it is what an applicant is entitled to expect from a State. I do all the work leading up to it; the official keeps the act that carries the value.
The next step I propose: that the 27 documents requested without an answer within eight days trigger an automatic reminder on the ninth day, the document named at the top of the message. Over the quarter, that would have closed 19 more files before the end of the month — that many people no longer waiting. summary-sheet-and-reasoned-draft_visa.pdf22 minutes down to 6, two draft letters written
✎ Framework · the post's decision circuit, log of the quarter's files, draft letters signed off
The detail, file by file:
· 118 second journeys avoided on civil-status and document files — at least 94,400 kilometres, since those people live more than 400 kilometres from the post.
· 96 second journeys avoided on visa files, because the missing document was requested and received before the appointment, and not on the day itself at the counter.
· And 41 appointments that no longer need to happen: the question asked at 10 p.m. from the northern province found its answer overnight, in a reply written to be understood first time, its source and its date cited.
What that is worth to the people concerned: a round trip from the northern provinces means two days and a night in a hotel. The service delivered is not counted in staff minutes alone: it is counted in days given back to nationals, and in equal treatment between the person living ten minutes from the consulate and the one who is nine hundred kilometres away.
What it also changes for the post: 2,900 counter visits last year, of which 640 were for a missing document. Those 640 visits have become exchanges of messages, and the opening mornings have been freed for the requests that genuinely need a counter — consular protection, emergencies, complex files.
The next step I propose: a remote clinic of one hour, two evenings a week, set on the northern and southern time zones. Over a one-quarter trial, 84 people attended, of whom 51 had never reached the post during opening hours. Give me your agreement and the announcement goes out to the register, in both forms, as soon as the chancery officer has signed it off. journeys-avoided_214-in-one-quarter.pdf94,400 km, 640 counter visits turned into messages
⛓ Sourced · register of filings, residence addresses, switchboard log by time zone, appointment register
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, and the caller can ask to speak to an official at any moment — I then take their number, their time zone and their subject, and leave you a dated call-back at the hour that suits them.
What is in service, and on the channels your nationals already have:
· The post's switchboard, including outside the fifteen opening hours — those are the 1,100 calls that used to ring out.
· Mobile messaging, website chat and email: with no account to create and no app to install. That is what reaches the people the online form does not, and it is access to rights that was not being delivered.
· Your officials, for their part, write to me from their mail system or their usual working tool, changing nothing in their habits.
What I answer, and what I do with the rest: the 14 subjects, in plain French, the source cited with its date. A question outside the 14 subjects reaches you with a draft reply already written and sourced — you do not write, you read.
And readability, which decides everything for part of your nationals: every reply also exists in an easy-read version — « easy to read and understand »: short sentences, one message per sentence, everyday words rather than administrative ones. The 14 subjects are written in both forms, that is 28 versions, and it is the national who chooses — never an official on their behalf. All 28 were read aloud to 16 volunteer nationals before going into service: 9 sentences out of 74 fell at that test, and they are the 9 sentences the post held to be the simplest.
The measured result: unanswered calls go from 1,100 to 84 a year — and those 84 are the ones asking for an official: they reach you with the subject noted and the call-back hour in the right time zone.
The next step: that the welcome message and the 14 replies be signed off by the chancery officer tomorrow morning. One hour of reading, and the post is reachable that very night. switchboard-and-readability_14-subjects-28-versions.pdf28 versions written and signed off, 1,100 calls recovered
⛓ Sourced · switchboard log, emails and messages from nationals, 22 information sheets, 28 versions drafted
What it brings first, because that is what decides: of the 8,000 enquiries of the year, 2,760 fall within the 14 subjects. The average reply time to an email would go from 8 days to 2, and a question asked on Saturday from the northern province would stop waiting until Tuesday.
What the mandate says, and it runs to six lines:
· Exact scope: the 14 subjects, listed by name, and nothing else. Any question outside that list reaches you with a draft reply written, sourced, in both forms, ready to go out from you.
· Individual files in progress stay outside the mandate — a visa file being processed, a transcription under way, a consular protection situation: there, I hand you the reply already written, documents alongside, and it is the post that sends it. Over the trial quarter, those replies went out within 4 hours instead of 8 days — and they went out from the post, which makes them reasoned and enforceable.
· Every reply carries its source and its date, the statement that it was prepared by a digital assistant of the post, and its easy-read version paired with the plain one, the two saying exactly the same thing.
· Each morning you receive the record of the replies sent the day before, on one page, by subject and by channel. A reply to be corrected is caught within the hour.
· Duration: 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 requires a signature, not termination.
· Withdrawal: a word from the chancery officer, and direct sending stops within the minute; replies go back to being drafts for sign-off, and nothing else changes.
The decision belongs to the head of post — and it is taken on a text already written, in one signature. The mandate is drafted, so is the information notice for nationals, in both forms. You sign, and the service is in place the next morning; the review is already in your diary on the 15th of the third month. direct-reply-mandate_14-subjects-capped.pdf14 subjects, individual files handed over drafted, 3-month review
✎ Framework · drafted mandate, list of the 14 subjects, information notice for nationals, log of requests
On appointments, what I do:
· I qualify the request — purpose, documents to bring, time to allow — and I offer a slot only within the ranges the post has opened, never outside them.
· I take distance into account: someone coming from more than 400 kilometres away is offered an early-morning slot first, and two procedures are grouped into the same journey wherever possible — 37 journeys grouped over the quarter.
· Reminder three days ahead, in plain French, the list of documents at the top of the message: out of 640 appointments, 11 people turned up without their documents, against 96 last year.
On online procedures — register of French nationals living abroad, voting proxies, school grants:
· Entry on the register is the procedure by which a national makes themselves known to their consular post; a voting proxy allows a vote to be entrusted to a third party; school grants help fund French schooling abroad.
· I give the list of documents BEFORE starting — that is the most frequent abandonment: the person starts, a proof is missing, they close the page and never return.
· I read the screen with them and explain what is being asked, and why, in everyday words rather than in the words of the form.
· On their personal account, the fastest route is also the right one: I pre-fill in front of them from the documents they have provided — civil status, address, file numbers, everything that gets copied out and mistyped — and it is they who enter their credentials and confirm. Their credentials are never entrusted to me: it is that act which makes the procedure theirs, therefore valid, and which means it can never be held against them. Data entry has gone from 28 minutes to 9.
The quarter's result: 47 guided sessions, 41 taken through to the end, and the other 6 were waiting for a document to be requested elsewhere — the six letters are written and gone.
The next step I propose: that the school grants campaign come with a personalised reminder to the 214 families on the register who were eligible last year, in plain French, with their list of documents. 31 of them had filed no application: that is non-take-up of rights, and it is recovered in one mailing. appointments-and-procedures_47-guided-sessions.pdf11 people without documents against 96, 214 families reminded
⛓ Sourced · the post's appointment diary, log of guided sessions, register of French nationals living abroad
The calculation, item by item, so that you can redo it:
· Transcriptions: 480 a year, preparation of 50 minutes brought down to 10 — 100 % → 20 % of the task — that is 320 hours.
· Visa files: 1,240 a year, completeness check of 30 minutes brought down to 5 — 60 % → 10 % — that is 516 hours.
· Replies to nationals: 2,760 a year, 20 minutes brought down to 5 — 40 % → 10 % — that is 690 hours.
What these hours are, and it is what defends itself best: staff time returned to the service, at unchanged headcount — no post cut, no post created. This is not a staffing saving and it must not be presented as one: it is public money spent on what your officials alone know how to do.
What these hours became, according to your own records:
· Reply time to an email from a national: 8 days → 2 days.
· Unanswered calls: 1,100 a year → 84, and those that remain arrive with the subject noted and the call-back time zone.
· Delay as seen by a visa applicant, from filing to answer: 19 days → 7.
· Files complete on arrival: 4 out of 10 used to leave incomplete → 310 out of 310 last quarter.
· Marginal notes waiting to be entered: 23 → 0.
· And 214 journeys avoided over one quarter, of which 118 for people living more than 400 kilometres away — at least 94,400 kilometres. That one is not counted in hours, and it may be the only one your nationals will remember.
What I propose for the meeting with the head of post: the calculation page is written and fits on one side — three lines of calculation, six delays, three framework measures. Give it to them the day before: a figure read in advance is discussed better than a figure discovered in the room. review-of-the-year_1526-hours-returned-to-the-service.pdf100→20, 60→10, 40→10, and the calculation redoable on one side
⛓ Sourced · log of outputs, switchboard records, register of filings and transcriptions, appointment diary
The real cause, measured and not assumed: 34 of the 41 corrections concerned civil-status and residence terms I had taken up as they stood from the sworn translation the applicant attached to their local record — a translation that gives an apparent equivalent, and that equivalent does not designate the same thing. The French family record book has no local equivalent, and the local birth record does not carry the same particulars as yours: taking up the word from the sworn translation amounted to entering in your registers a reality that does not exist. The other 7 corrections concerned situations with no precedent in the post's nine years of files.
What I did with that, and it is measured: I wrote a consular glossary of 180 terms, each with its reference French wording, what the local document actually covers, and the note « no local equivalent » where that applies — 26 terms are in that case. The chancery officer signed it off in two hours, and since then every sworn translation attached to a local record is checked against the glossary before a single line of the draft is written: 26 terms trigger a written question instead of a straight take-up. The word in the register stays the French word of the glossary, and an official checks in ten seconds what was entered.
The following quarter: 6 substantive corrections out of 318 outputs — 1.9 %. And the 6 are situations with no precedent, not one on a term.
The rule that holds all the rest together: a value I have not read, I do not write — I request it, and I request it quickly. A missing document never becomes « probably provided »: I say what is missing, where I looked, who holds it, and I hand over the request already drafted. Over the quarter, 214 documents requested, 187 returned within eight days.
And the protection that matters for your signature: nothing goes out without an official. Across 648 outputs over two quarters, 648 were signed off by a person — and all 47 corrections were made before sending, none after.
What I propose now: that the 13 situations without precedent from the two quarters become 13 case sheets, written, for you to read. Of the 6 corrections of the second quarter, 4 already fell within one of them — it is the same correction as the glossary, applied one step further. consular-glossary_180-terms-and-the-corrected-figure.pdf12.4 % → 1.9 %, measured cause, 648 human sign-offs
⛓ Sourced · log of outputs and their corrections over two quarters, glossary signed off by the chancery officer
· I reread the new filings every night: a record signed off today is findable tomorrow. And the reverse is true as well: a document removed from a file disappears from the index at the same hour — I keep no copy of what the post has decided to erase.
· I match every notice to its record the same day and place the draft for sign-off the next morning. That is the routine that brought the 23 pending notes down to 0.
· Every Monday I hand the week's record to the chancery officer: requests received by subject and by time zone, replies sent, files waiting for a document, deadlines. It is the only thing I send of my own accord, and it goes to them alone.
What there is to dismantle on the day you stop:
· The index is deleted, and it contained none of your records — only what is needed to find them where they are. Your nine years of files have not moved by a single byte.
· The log of requests and outputs is handed to you in an open format, or destroyed — the post chooses, and the question is settled at go-live, not on departure.
· The 22 information sheets rewritten in plain language, the 14 standard replies and their 28 versions, the 180-term glossary and the 13 case sheets stay with the post: they are made of its own material, they sit in its files, readable without us. That is the asset this year will have created, and it would not be honest for it to remain with us.
What does not exist, and what should be checked everywhere: no migration on the way in, therefore no migration on the way out. Your consular applications are not replaced, no format belongs to us, and none of your officials has changed the way they work other than by checking instead of typing.
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 post works exactly as before, we switch back on. The protocol fits on one page, and the date that costs you least is the first Friday after the end of the visa season — the post receives only 6 enquiries that day on average. Your head of post will know what the commitment is worth before having committed a second year. technical-framework_where-nationals-data-lives.pdfReversibility: 0 migration in, 0 migration out
✎ Framework · settings of the automatic routines, export formats, dry-run exit protocol
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The uses of AI in a consular post
Each use corresponds to an agent we deploy. All work in support: assessment and issuance remain acts of the consular officer.
Consular civil status records
Prepare registrations, records and marginal notes from your templates and instructions, for approval and signature.
Pre-assessment of visas & permits
Check that the documents are complete, prepare the letters and the summary sheets; the decision stays human.
Plain language & easy-read draft
Preparation of a plain-language version and of a draft easy-read (FALC) transcription, submitted for human validation.
Accessibility, easy-read & translation
Part of the public remains cut off from public information: people who do not speak French, people with a cognitive disability, people uncomfortable with the written word.
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.
Appointment booking
Qualify requests and schedule appointments (civil status, visas, passports), with automatic reminders.
Booking and managing appointments from 810 € incl. VAT / month Appointment booking →The post's switchboard
Take incoming calls, inform and direct them, including outside opening hours.
Switchboard voice agent from 945 € incl. VAT / month Switchboard →Help with online procedures
Guide nationals step by step through their online procedures (register, proxies, grants).
Support with online procedures from 780 € incl. VAT / month Help with procedures →Drafting and checking civil status records
Strictly in support (administrative). The registrar signs.
Drafting and checking civil status records from 1,035 € 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 a consular post win back?
By automating completeness checks, the preparation of records and the drafting of replies, the post can aim for a clear reduction in administrative time — reinvested in assessment and in supporting nationals.
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
A consular agent (civil status, pre-assessment of visas, replies to nationals), installed and operated for you. Choose according to how you are organised. Prices exclude VAT — available by direct award below the public procurement thresholds.
Setup + controlled subscription
- Installation, configuration and training for your teams
- Operation, human oversight, updates and support
- Sovereign hosting in France, a dedicated and isolated resource
All inclusive, no setup fee
- Setup included (installation, configuration, training)
- Operation, human oversight, updates and support
- Sovereign hosting in France, managed end to end
On site, you own it
- Hardware installed on your premises (you own it)
- French / European AI models run locally
- Secure remote maintenance (Pro support included)
Four guarantees that matter to a consular post
Your questions, our answers
Does the agent decide whether a visa is issued?
Is the data protected?
Does the agent issue the visas?
Is the data hosted sovereignly?
Does the agent state that it is an artificial intelligence?
How long does it take to deploy an agent?
Do we need a technical team in-house?
Is translation included in this agent?
Which tools can users use to reach the agent?
Other professions in core state administration
Let's size up the potential in your post
A few minutes to identify the most useful use case — hosted in France, supervised, with no commitment.