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● Business offer — Communication & advertising

The AI visual creation agent: generate and adapt your visuals to your guidelines

Adapting a campaign across ten formats, resizing a banner, adjusting a social post, preparing A/B variants: this visual production work devours creatives' time without, on its own, carrying the idea the client pays for. Your AI agent absorbs those adaptations. Hosted in France — on local inference or an isolated resource — your content, brands and client data stay with you. The art direction keeps the lead.

Hosted in France Content & brands protected GDPR & AI Act: governed deployment Human oversight

Updated on

Deployed in a few weeks
Visual creation assistant · hosted in France
For the “Summer Solidarity” campaign, adapt the master visual across all our social and display formats, respecting the client's guidelines.
Master visual taken up. 11 adaptations generated — Instagram (1:1, 4:5, 9:16 stories), Facebook, LinkedIn, display (300×250, 728×90, 160×600) and web banner.
Guidelines respected: logo in the protected zone, brand palette and typography, legal mention carried over. Crops and safe margins adjusted per format — for review.
⛓ Source · client guidelines + brand templates
The stories format is a bit crowded at the top, and give me two headline variants for the A/B test.
Stories rebalanced: the title moved below the interface zone, contrast reinforced for mobile legibility. Two headline variants prepared (“This summer, let's act together” / “One gesture, a big impact”).
I am preparing the exported set and the guidelines compliance sheet — the art direction approves before publication.
✎ Action · set ready to export — the creative approves
Local inference · no data outside the EU
Content 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 art direction decidesThe agent assists, the human approves
✦ In brief

For a communication team, an agency or an advertiser, a Blue Lemon Agent agent automates repetitive visual production — generating visuals, multi-format adaptations, resizing, A/B variants — while respecting your brand guidelines. It runs on local inference or is hosted in France: your creations, your brands and your advertising clients' data are never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. Creatives' time is redirected towards the idea, the art direction and the strategy. Live within a few weeks, all inclusive.

100%
hosted in France in the target architecture
0
transfer outside the EU in the target architecture
9
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 visual AI appeals to communication — and why it worries people

Brands demand ever more content, across ever more channels and formats, at a pace manual production can no longer sustain. But entrusting your creations, your guidelines and your advertisers' data to a consumer tool raises questions of intellectual property and confidentiality that few teams can ignore.

! The issue

Creative teams are caught between an exploding demand for content (social, display, print, video, each format in its own dimensions) and production time that cannot keep up. Yet most consumer generative AI tools amount to entrusting your visuals, your guidelines, your briefs and your advertising clients' data to a third party, often hosted outside Europe and subject to the Cloud Act — with vague terms on the ownership of the creations and their reuse for training.

Our answer

Visual AI is only of interest to a communication team if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, your models and templates staying with you, systematic human oversight, decisions reserved to the art direction: the time saved on production is never paid for in lost intellectual property or confidentiality. The aim is not to replace the creative, but to give them back time for the idea.

The decisive point

Ownership of the creations & advertisers' confidentiality: sovereignty & compliance

A communication team handles brands, confidential campaigns and its clients' data. Here is how the architecture of our agents protects them, campaign by campaign.

Local inference

The agent can run on a machine belonging to the team: no visual and no brief leaves the network, nothing passes through a foreign cloud.

Hosting in France

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

Reduced extraterritorial exposure

Architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity for your creations and briefs: our architecture stays out of the American hyperscalers' reach, even when hosted in Europe.

Your creations belong to you

Your visuals and briefs are never used to train a third-party model: what the agent produces stays your property.

One isolated resource per organisation

No pooling of campaigns: a strictly dedicated environment, with guidelines and advertiser data kept apart.

AI Act: governed deployment

An agent strictly in support; no automatic publication; 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 events logged, their content, their retention period and who may access them are defined for the deployment chosen.
For the most sensitive brands and campaigns, 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 company in this demonstration

Fictional company

Aubevert — garden centre and outdoor living retailer

Sector
Specialist retail — plants, gardening and outdoor living; catalogues, in-store display, social media and display advertising
Headcount
240 staff, including an in-house studio of 5 — 1 art director, 2 designers, 1 production coordinator, 1 project manager
Market served
34 owned stores, 1.1 million visitors a year, a mix of consumers and professional landscapers
Volume
18 campaigns a year, 6 seasonal catalogues, around 1,400 visuals produced annually, 11 standard social and display formats
Tools in place
Creative suite, image library of 12,400 files, social scheduler, ad accounts, editorial calendar and CRM — the agent plugs into them, nothing is replaced
Who decides
The art director approves everything that ships; the communication manager sets the campaign plan; the legal team rules on rights assignments
Room for improvement
Adapting a campaign across 10 formats takes 60 % of the studio's time; a poster requested by a store waits 3 weeks; 31 rights assignments expire within six months and no register tracks them

Aubevert isn't looking to produce worse, but to produce the same faster and give time back to art direction. The agent runs on local inference on a machine at head office and plugs into the image library, the creative suite, the social scheduler, the ad accounts and the CRM: it prepares, the studio approves. The exchanges below cover one quarter, from the reopening of the image library to the campaign review.

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

Visual creation assistant · hosted in France
I read nine years of your image library last night — 12,400 files — and drew the working guidelines for each of your six brands.
Brand guidelines are the document that sets the logo, the colours, the typefaces and the layout rules of a brand. Working guidelines are what your published visuals actually apply: the same document, as it survived nine years of production.
The gap I measured, and it is the gap that decides the gain: across your last 340 published visuals, 4 in 10 break at least one point of the guidelines — and 8 times out of 10 it is the same point: the logo clear space. Clear space is the mandatory empty area around the logo that no other element may enter. This is not carelessness on your designers' part: it is written in millimetres in a 2019 document, and social formats did not exist at those sizes.
What each set of working guidelines contains, all of it checkable visual by visual: clear space expressed as a proportion of the logo's height rather than in millimetres, the palette with its exact values, the typefaces and their licence, the position of the legal notice, and the safe margins per support — the band at the edge of a format where nothing important may fall, on pain of being trimmed off in print.
· Aubevert retail brand: logo top left, brand green on light backgrounds only, never a photograph behind the logo — a rule held in 96 % of cases and written down nowhere.
· Aubevert Pro (landscapers): darker palette, price shown excluding VAT, always — a constraint of your professional clientele.
· The two partner brands: their own guidelines, with what your co-branding contract allows, and what it leaves unsaid.
What that gives you tomorrow: an adaptation arrives ALREADY compliant. Your designers stop re-fixing a logo and start arbitrating an image — and that is where your studio shows.
What I suggest: the art director reads the six sets of working guidelines, and I apply them from the next campaign on. Each one can be corrected one word at a time: it is your material, I have only set it down clearly. working-guidelines_6-brands.pdfWhat your visuals actually apply
⛓ Sourced · studio image library, 12,400 files over 9 years, last 340 published visuals, 2019 and 2023 guidelines
We're looking for the Spring 2024 catalogue template, the one before the format change. Nobody can find it.
Here it is, with the four documents that belong with it — and I'll tell you which one governs.
· Spring 2024 Catalogue template, filed on 08/01/2024, the last version before the move to the 21 × 27 format. That is the one you want.
· The campaign brief explaining the format change and its reason — useful if you have to justify it in committee.
· The 4 approved sample pages that came out of it, which serve as the layout reference.
· And 17 visuals derived from that template still on display in stores. Those deserve a decision: they carry the old logo, the one from before the 2023 refresh.
How I found it when its name says nothing — it is called AUB_cata_PRT_ok_final_v3.indd: I read the contents, not the name. The logo, the palette, the page format and the filing date are enough to identify it.
What that search was costing you: your own activity records show 28 hours of “looking for a file” over the quarter, which is more than three studio days for five people. The same document now comes back in a sentence.
What I suggest: a monthly pass over recent uploads to set the brand, the campaign, the season and the version. Of the 12,400 files, 3,900 have no usable name — and those are the ones you hunt for on a Friday evening before a print approval. Indexing renames nothing and moves nothing: your existing paths keep working. studio-memory_what-was-recovered.pdf3,900 files with no usable name, indexed
⛓ Sourced · image library, file contents rather than file names, studio activity records
All of this means you read our briefs, our unpublished visuals and our partner brands' contracts. Where exactly do they go?
They do not leave your walls. I run on local inference on a machine at head office, and your image library is copied nowhere.
Local inference means the computation happens on your own machine: an unpublished visual has no outside network to cross in order to be processed. If you would rather not run a machine, the other route is an isolated resource hosted in France, under French law, dedicated to Aubevert — no pooling with another retailer, or with another brand.
What that changes, concretely:
· Your visuals and briefs train no public model. What I learn from your guidelines serves your guidelines. What the agent produces stays your property, and nothing you entrust to me surfaces anywhere else.
· Encryption in transit and at rest, and role-based accessrights follow the job: the studio's apprentice opens the social templates, not the co-branding contracts or the media plans.
· A complete log: who asked for what, when, what was approved and by whom. That log is what lets you answer a partner brand that asks.
· Architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity, including against an American host based in Europe.
And you change no tools: I plug into your creative suite, your image library, your social scheduler, your ad accounts, your approval space and your editorial calendar. No migration, no extra subscription for your teams.
The figure that makes this commercial rather than technical: both of your co-branding contracts already require that undisclosed visuals stay inside the European Union, and the last buying-group listing you applied for scored it as a 5-point criterion. You were able to tick the box without reservation, with evidence.
What I suggest: that I keep up to date the technical sheet your partners ask for at renewal — hosting, subcontractors, retention periods, who has access to what. It is asked for once a year and hunted for over three days. technical-framework_where-your-visuals-live.pdfLocal inference, role-based access, processing in the EU targeted
✎ Framework · deployment architecture, access log, co-branding contracts, buying-group scoring criterion
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 communication and advertising

Each use corresponds to an agent we deploy. All of them 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 432 € excl. VAT / month

Multi-format adaptations

Adapt a master visual to every social, display and web format, with crops and safe margins adjusted.

Copywriting & content creation

Headlines, captions, ad copy and key messages consistent with the visual and the brand voice.

Knowledge base & briefs

Instantly find guidelines, briefs, templates and brand assets to frame every production.

Controls and safeguards These 3 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 Human validation before publication, with versions retained
What the agent must be connected to This connection is required for the agent to work. It concerns your information system and is scoped during the audit.
Link content to performance, costs and campaign objectives
The gain

How much time can a creative team win back?

By automating resizing, adaptations and variants, a team can aim for a reduction by half in visual production time on repetitive tasks — reinvested in the idea and the art direction.

Adapting a campaign across 10 formats
Today · done by hand
Prepared by the agent, to approve
Resizing a visual for the networks
Today · done by hand
Near-instant
Preparing A/B variants of an ad
Today · done by hand
Automatic
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 visual creation agent (generation, adaptations, variants), installed and operated for you, to your guidelines. Choose according to how you work. Prices exclude VAT — annual subscription, the time it takes for the gains to settle in.

Agility

Setup + controlled subscription

3,665 € excl. VAT setup
then 432 € excl. 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

637 € excl. 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

6,760 € excl. VAT setup
then 629 € excl. VAT/month · + hardware from 2,491 € (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 exclude VAT.
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 communication team

Your creations and briefs never leaveLocal inference or an isolated resource hosted in France; no visual entrusted to a foreign third party.
Content in France, under French lawFor your creations and briefs: hosting under French law, native minimisation, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The art direction keeps the decisionThe agent produces verifiable visuals and variants; no publication is automated.
Human oversight & traceabilityMonitoring and logging frame the multi-format adaptations; compliant with the requirements of the AI Act.
Frequently asked questions

Your questions, our answers

Can AI really adapt my visuals to my guidelines?
Yes, to a large extent. The agent takes a master visual, your templates and your guidelines (logo, palette, typography, protected zones) to generate the adaptations across every social, display and web format, with crops and safe margins adjusted. The creative moves from production to review and approval, much faster and of higher value.
Who owns the visuals the agent produces?
You do. Our agents run locally or are hosted in France: your creations, your briefs and your guidelines are never used to train a third-party model and are never reused elsewhere. What the agent produces stays your property, unlike many consumer tools whose terms of use are vague on this point.
Is my advertising clients' data protected?
Yes. Campaigns, briefs and your clients' data are sensitive: our agents run locally or are hosted in France, 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. Each organisation gets an isolated resource, with no pooling of data.
Is AI going to replace my creatives?
No. The agent takes on the repetitive production (adaptations, resizing, variants), not the idea or the art direction. It gives creatives back thinking time for design and strategy. The agent assists, the human decides: nothing is published without approval.
Does the agent integrate with my existing creative tools?
Yes. The agent connects to your environment (creative tools, digital asset management, approval space, editorial calendar) and complements it, without imposing a migration. We adapt the integration to your workflow and your templates.
Do you have to be a large agency to equip yourself?
No. The offer suits the communication team of a small business, an in-house studio and a multi-account agency alike. All inclusive, with no setup fee, and with a free audit to identify the use case with the best return.
How long does it take to deploy an agent?
A few weeks as a rule, after a free 15-minute audit that identifies the use case with the best return, then a phase of design, integration of your guidelines and testing before going live and training your teams.
Let's talk

Let us estimate the potential for your communication team

15 minutes to identify the use case with the best return — hosted in France, supervised, with no commitment.