+33 (0)1 87 66 00 65 · Monday to Friday, 9am–6pm Free audit (15 min)
● Public sector offer — Training & skills

Onboarding & training: support grounded in your procedures

An officer arriving in a department needs to find the right procedure at the moment the question arises. Your agent answers those questions by citing the procedure and the date it was last updated, offers exercises built on your own content and reports the points where answers diverge. Hosted in France: your procedures and your officers' progress stay within the administration. No individual assessment is produced.

Hosted in France Procedures and progress protected GDPR & AI Act: governed deployment Human oversight

Updated on

Deployed in a few weeks
Onboarding & training · hosted in France
What is the procedure for assessing a claim of this kind?
Answer drawn from your internal procedure, with the paragraph cited and the date it was last updated.
The steps and the documents required are set out in the order of the document.
A three-question exercise is available on this point if you want to practise.
🔗 Sourced · internal procedure, version in force
How are the new arrivals in the department getting on?
The points to consolidate are reported at module level, not per person: direct material for your next session.
No ranking and no individual assessment is produced — that is a use the European AI Act classes as high-risk.
✎ Support · aggregated results, no ranking
Local inference · no data outside the EU
Procedures hosted in France
Sovereign by designLocal inference or hosting in France
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
Your training department decidesThe agent prepares, never rules
✦ In brief

A Blue Lemon Agent onboarding agent answers your officers' questions by citing your procedures and the date they were last updated, offers exercises built on your own content and reports the points to consolidate at module level. No individual assessment is produced. It runs on local inference or is hosted in France: procedures and progress stay with you, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.

100%
hosted in France in the target architecture
0
transfer outside the EU in the target architecture
6
training uses ready to deploy
0
decision taken without human approval

These figures describe our offer, not results measured at a client. How large the gain is on your number of modules and officers supported is confirmed by a pilot.

The context

What does an AI agent bring to training your officers?

An answer obtained at the moment the question arises is worth more than a module attended three months earlier.

! The issue

Your procedures are written, up to date and complete — the challenge is finding them at the useful moment. An agent that answers in the flow of work, citing the paragraph and its date, turns documentation into permanent support. Exercises built on that same content consolidate what has just been read.

Our answer

The training department has support available continuously and a view of the points to consolidate by module. The results serve to adjust the programmes, never to assess a person: the European AI Act classes the assessment of staff among the high-risk uses, and that reading rests with management and with dialogue. Local inference or an isolated resource hosted in France.

The decisive point

Your officers' progress: sovereignty & compliance

Your internal procedures and your officers' progress each call for particular protection. Here is how the architecture goes about it.

Local inference

The agent can run on a machine belonging to your organisation: no procedure and no exercise result leaves the network.

Hosting in France

Otherwise, a dedicated and isolated resource hosted in France, under French law — your procedures and your training programmes: processing and access within the European Union targeted by the architecture.

Reduced extraterritorial exposure

For your officers' progress, 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 immunity.

Isolated resource

No pooling: an environment strictly dedicated to your administration and its procedures.

Results aggregated, never named

The answers to exercises feed points to consolidate at module level; encryption, role-based access and logging of consultations.

AI Act: governed deployment

The agent is strictly in support; no individual assessment and no decision about an officer; 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.
  • 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 procedures covered by professional secrecy or an authorisation regime, SecNumCloud and reinforced hosting are options 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

4 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.

Onboarding & training · hosted in France
Four flags this morning on what your officers are looking for.
· One question has been asked 34 times in three months and has no answer in any of your documents. That is not a gap in your officers, it is a procedure never written down.
· A training pack describes a circuit changed in April. It has been used for two sessions since.
· Three arrivals are due on 1 September and the induction path is not open. It was open on average 12 days ahead for the last five arrivals.
· A procedure updated in June has not been opened by anyone since. The old version, meanwhile, is opened 4 times a week — it circulates as an email attachment. morning-watch_4-flags.pdf4 flags · 1 procedure never written
⛓ Source · questions put to the agent, training packs, procedures and their dates, expected arrivals
The question asked 34 times — which one is it?
One that nobody in the building can answer with a document.
The question, as it recurs: "what do we do when a resident brings a document that is not on the list but proves the same thing?" — asked 34 times, in 11 different wordings.
What I looked for: an answer in your procedures, staff notices, training packs and minutes. Nothing. What exists is the list of documents — and nothing on what to do when a document falls outside the list.
What that means: the answer exists, but it lives in the heads of long-standing officers. Each learned it by asking a colleague, and 34 people have asked again in three months.
What I have prepared instead of an invented answer: the draft procedure is written, drawn from the 34 real cases and the answers the long-standing officers actually gave — the document brought, what it proves, the treatment applied each time, and the two cases where the treatment diverged. The doctrine is signed by the lead for the domain: a plausible, unapproved answer would become the authority's rule without anyone deciding it.
What I propose: the 11 wordings, the concrete cases cited, and the names of the three officers whose answers are most often quoted afterwards by those who asked. Half a day with them, and the procedure gets written. question-asked-34-times.pdf11 wordings · no written answer
⛓ Source · 34 questions in 3 months, procedures, staff notices, training packs
How did you spot all that? And who do you tell?
I watch, continuously, what you have opened to me: your procedures and their dates, your training packs, your induction paths, and the questions put to me — never retaining who put them.
Routing follows what is at issue: a question with no written answer goes to the lead for the area, with the wordings and the cases; an out-of-date pack to the trainer, before the next session; an unopened induction path to HR, 12 days out; an up-to-date procedure nobody consults to its author — because the problem is that it cannot be found, not that it is poor.
With a chase: 7 days, except on a pack about to be used again — 48 hours, because after the session it is too late.
Then a monthly summary: by subject and by document, never by officer.

What that gives you over three months: a procedure never written down finally identified, with its 34 requests, its 11 wordings, the concrete cases and the three officers who already answer them; an out-of-date pack withdrawn before the next session; three induction paths opened for 1 September; and June's procedure put back into circulation in place of the old one still going from desk to desk.
What that gives the service back from tomorrow: the officer gets the answer at the moment the question arises, with the procedure quoted and its update date, without walking the floor. Half a day with the three long-standing officers, and the missing procedure is written once and for all: the quarter's 34 requests become one page the whole service applies the same way, and a newcomer is up to speed without tying up a mentor full time.
What I measure, and at what level: the points to consolidate come up at module and document level, never at person level. No individual assessment, no per-officer count, nothing to a manager. That is what keeps the questions coming, and without them there is nothing to put right.
On what I consult: your procedures and your officers' progress stay within the administration, in France; access is opened by module, logged and withdrawn with a single word. The next step is ready: fifteen minutes to frame your modules, and I open the induction path for the three September arrivals.
✎ Framework · no question is attached to its author — an absence, not a setting
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

What does the agent actually do?

One agent, from the arrival to skills development. All these uses work in support, subject to your approval.

Included in your agent The 3 capabilities essential to this promise are included, at no extra cost.
From 645 € incl. VAT / month

Answers to questions

Cites the applicable procedure and the date it was last updated.

Exercises on your content

Puts together questions and their expected answers from your procedures.

Points to consolidate

Reports at module level the points on which answers diverge.

Controls and safeguards These 4 controls are built into the agent: they frame what it does, whatever plan you pick. They are not chosen and are not added to your order.
Human validation, exceptions and escalation Status, safe closure and audit trail Sources, access rights and handling of questions with no answer Protect pupils’ data and prevent substitution or cheating uses
Other needs our agents cover Each card says where the matching agent stands: available, on quote, or still being architected.
The gain

How much time can a training department give back to teaching?

By taking on the everyday answers and the making of the exercises, the effort shifts towards designing the programmes. How large the gain is depends on your volume and remains to be confirmed by a pilot.

Answering recurring questions
Today · done by hand
Immediate sourced answer
Making the exercises
Today · done by hand
Exercises put together, to read over
Spotting the topics to consolidate
Today · done by hand
Points reported by module
Indicative figures, not contractual, to be confirmed by a pilot on your number of modules and officers supported. The exercises are read over before they circulate and the results stay aggregated: the agent produces no individual assessment.
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

One package, one agent

An onboarding and training agent (answers, exercises, points to consolidate), installed and operated for you.

Agility

Setup + controlled subscription

6,080 € incl. VAT setup
then 645 € 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

985 € 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

10,081 € incl. VAT setup
then 885 € 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 your officers

Your procedures and the progress stay internalLocal inference or an isolated resource hosted in France; no procedure and no result entrusted to a third party, no data used to train a model.
Data in France, under French lawYour officers' progress: minimisation and location in France, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
Your training department keeps the decisionThe agent produces personalised teaching support, which can be checked and altered; no approval is automated.
Human oversight & traceabilityOn your number of modules and officers supported: systematic logging and tracking, in line with the AI Act.
Frequently asked questions

Your questions, our answers

Does the agent assess the officers?
No. The answers feed points to consolidate at module level. Assessing an officer rests with management and with dialogue, and the European AI Act classes that use as high-risk.
Where do the exercises come from?
From your own procedures, with a reference to the paragraph that grounds every expected answer. The training department reads them over before they circulate.
What happens if a procedure changes?
The agent relies on the version in force and cites its update date, so an out-of-date answer is spotted immediately.
Are your procedures protected?
Yes. The agent is hosted in France, on local inference or an isolated resource, with the deployment objective of processing and access operated within the European Union and an architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
Does it connect to our intranet?
Yes, as well as to a web interface or your internal email, within the scope settled at the design stage.
How long does it take to deploy this agent?
A few weeks as a rule, depending on the number of modules and the state of your procedures, after a free audit then a phase of design, integration and testing.
Let's talk

Let us estimate the potential for your internal training

15 minutes to frame your modules and your procedures — hosted in France, supervised, with no commitment.