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● Public sector — Consular officer

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.

Hosted in France Nationals' data protected GDPR & AI Act: governed deployment Human issuance

Updated on

Deployed in a few weeks
Consular assistant · hosted in France
A national asks how to have her child's foreign birth certificate registered. Prepare a reply.
Reply drafted. It sets out the registration request to the post: form, full copy of the local certificate with a translation where required, family record book, proof of nationality, and the indicative timescales.
Ready for review before sending.
⛓ Source · your consular information sheets + civil status instructions
Pre-assess this short-stay visa application: check that the documents are complete.
Pre-assessment complete. Application 90% complete: valid passport, insurance and accommodation compliant; the proof of means for the last three months is missing. Letter requesting the additional document drafted, summary sheet attached with a cross-reference to each document.
Issuing or refusing remains an act of the consular officer.
✎ Action · application prepared — the consular officer assesses and decides
Local inference · no data outside the EU
Data hosted in France
Sovereign by designLocal inference or hosting in France
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
The consul decidesThe agent prepares, it never issues alone
✦ In brief

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.

100%
hosted in France in the target architecture
0
transfer outside the EU in the target architecture
7
uses ready to deploy on this scope
0
decision taken without human approval

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.

The context

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.

The decisive point

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.
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.
Demonstration

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 body

Consulate 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.

Consular assistant · hosted in France
I reread your consular year over the weekend — 1,240 visa files, 480 transcriptions, 310 marginal notes and 8,000 enquiries from nationals — and I draw from it a finding your registers were carrying without anyone having had the time to establish it.
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 versionthe chancery officer is the official who runs the post's chancery: they check and sign off records before they leaveand 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
There are eleven of us for 1,900 kilometres and the counter opens fifteen hours a week. Where would you have us start?
With the hours when your post is closed and with the sentences your sheets use — that is where the service is delivered, and I have measured it in kilometres as much as in minutes.
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 versionand 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 postfor 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 sentenceso 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
All of this assumes you read our visa files, our civil-status records and our nationals' passports. Where do they go?
They go nowhere. I run as local inference on a machine inside the consulate, and nothing I read leaves the post's network.
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 Venturawith 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 writethat can be checked with a single command, which is worth more than an undertaking.
· Encryption in transit and at rest, role-based accessrights 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 reasonedthe 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
Local inference · no data outside the EU

Your case is not here? That is exactly what a 15-minute conversation is for. Book the free audit

Use cases

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.

Included in your agent The 3 capabilities essential to this promise are included, at no extra cost.
From 920 € incl. VAT / month

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.

Controls and safeguards These 7 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 Prepare without deciding: sourced rules, supporting documents, anomalies and explanation Guarantee the decision, signature, recourse and responsibility of the public official Record versions, access, criteria, actions and notifications Test for bias, false positives, fundamental rights and continuity of service
Other needs our agents cover Each card says where the matching agent stands: available, on quote, or still being architected.

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
The gain

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.

Checking a visa application is complete
Today · done by hand
Checking and approval
A reply to a national
Today · done by hand
Near-instant
Preparing the registration of a record
Today · done by hand
Review and approval
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.
How it works

The stages of your AI agent project

1

Audit & scoping

15 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.

Pricing

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.

Agility

Setup + controlled subscription

9,260 € incl. VAT setup
then 920 € 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
  • Sovereign hosting in France, a dedicated and isolated resource
Order →
The simplest Serenity

All inclusive, no setup fee

1,435 € 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
  • Sovereign hosting in France, managed end to end
Order →
100% Sovereign

On site, you own it

13,811 € incl. VAT setup
then 1,180 € 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. 36-month commitment.
  • Hardware installed on your premises (you own it)
  • French / European AI models run locally
  • Secure remote maintenance (Pro support included)
Order →
Not included in the packages: AI consumption (model tokens), re-invoiced at real cost with no margin, and tracked in real time in your client area. 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 in France for the package chosen, 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.
Our commitment

Four guarantees that matter to a consular post

Nationals' data never leaves the perimeterLocal inference or an isolated resource hosted in France; no data entrusted to a foreign third party.
Data in France, under French lawFor nationals' data: hosting under French law, native minimisation, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The consular officer keeps the decisionThe AI agent pre-assesses and prepares files that can be checked; no issuance is automated.
Human oversight & traceabilityMonitoring, updates and logging frame the consular civil status records, in line with the AI Act.
Frequently asked questions

Your questions, our answers

Does the agent decide whether a visa is issued?
No: it pre-assesses and prepares; the assessment and the decision stay human and recorded.
Is the data protected?
Yes: hosting in France under French law, an isolated resource, reinforced options according to sensitivity.
Does the agent issue the visas?
No: it pre-assesses and prepares the decision; issuing or refusing remains an act of the consular officer.
Is the data hosted sovereignly?
Yes: on a dedicated resource under French law, 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, and they can ask for a human at any time.
How long does it take to deploy an agent?
A few weeks as a rule, after a free audit that identifies the most useful use case, then a phase of design, integration and testing before going live and handing over to the post's teams.
Do we need a technical team in-house?
No. The agent is designed, installed and operated by us: supervision, updates and maintenance are included. The teams concentrate on assessment and front-of-house.
Is translation included in this agent?
No. This agent works in French: translation was withdrawn from sale on this page on 26 August 2026, for want of defined languages, volumes, formats, timescales and human validation. The need is carried by a dedicated agent, ordered and billed separately. Preparation of a plain-language version and of a draft easy-read (FALC) transcription remains included, submitted for human validation.
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 your level includes. 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 post

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