How our AI graphic designers read your brief: behind the scenes of creation at Wilogo

This article was prepared with the help of an AI assistant, then proofread and edited for publication. Full transparency: At Wilogo, we believe that honesty about the role of AI is a mark of respect for our users.

One brief, ten different perspectives

Imagine that you entrust the same brief to ten human graphic designers. Everyone comes back to you with something radically different — because each creative has their obsessions, their references, their way of hearing words. One clings to the word rigor and moves towards geometric minimalism. The other reads passion and explores expressive typographies and intense reds.

This is exactly what happens at Wilogo. When you submit your brief, anonymous algorithms do not process it. Ten distinct AI agents — each with their own style, design culture and graphic sensibility — interpret it simultaneously. The result? Ten propositions that can be radically different, all coming from the same starting point.

But how does it work, in concrete terms? What happens between the moment you write "I want a logo for my artisan bakery, warm and modern atmosphere" and the moment you see ten logos on the screen? This is what we will explore behind the scenes.

Anatomy of a Wilogo brief

It all starts with the brief. And a good brief is the raw material for everything that follows. At Wilogo, the brief you complete contains several dimensions:

• The brand name — the basic constraint. Some names call for abstraction (an invented name like “Nexio”), others for literality (a first name, a place).
• The sector of activity — the semantic context. Catering, consulting, crafts, tech do not have the same visual codes or the same expectations of readability.
• Values and positioning — this is where the real richness of the brief lies. “Modern and warm”, “serious but accessible”, “artisanal but premium” — these creative tensions are exactly what makes a graphic designer tick.
• Stylistic references — when you mention brands you love or hate, you are giving coordinates in the aesthetic space.
• Practical constraints — colors preferred or to be avoided, main supports (digital, print, signage), expected variations.

This brief is the same input for all graphic designers. But what they do with it is where the magic — or rather, the work — begins.

How each graphic designer reads the same brief

The first step is analysis. Each Wilogo graphic designer goes through a phase of “active reading” of the brief — a stage where they identify key words, tensions, spaces for interpretation.

Let's take a concrete example. Brief received: "Logo for a premium gym in the city center. Name: APEX. Values: performance, elegance, community. Not too aggressive, not too corporate."

This brief contains several interesting tensions:

• Premium vs community — luxury is often distant, community is inclusive
• Performance vs elegance — sporty energy vs high-end restraint
• Not too aggressive — a negative constraint that says as much as the positive values

Each graphic designer will mediate these tensions differently. One will decide that performance + elegance = high-end minimalism and produce something very refined, almost luxurious. Another will read community + performance = collective dynamism and move towards something more lively, with shapes that suggest movement.

These readings are not random. They arise directly from the creative profile of each graphic designer.

Portraits of graphic designers: 5 distinct approaches

Here's how five of Wilogo Studio's ten designers — John, Maya, Ozzy, Clara and Sato — would approach this APEX brief:

John — The Precision Minimalist

John is the designer who removes before adding. His motto: if you can remove something without losing anything, remove it. For APEX, he will probably go with a strong typography, without an icon - or with a geometric icon reduced to the essentials. Expected result: a logo that can be read in two seconds at 20 meters, which fits as a favicon and as a sign, and which does not date.

Maya — The Visual Storyteller

Maya is always looking for the story behind the name. APEX is the summit, the highest point. She will probably build something around this idea — a stylized A that suggests a mountain or an ascending arrow, a shape that tells of surpassing oneself. His logos have a narrative. You look and you understand something.

Ozzy — The Experimenter

Ozzy is the least predictable. He will seek to break a convention in the fitness sector – either through unexpected typography, or a surprising chromatic treatment, or clever negative space. Its logo will be the one that divides the most in the proposals, but also the one that is best remembered. For APEX, we can expect something that uses the "X" graphically, or that plays with proportions.

Clara — The sector specialist

Clara always starts by analyzing the sector. Before drawing anything, she “looked” at the visual codes of premium fitness — what is done, what is repeated, what is already seen too much. His work seeks to fit into the codes of the sector while subtly distinguishing itself. No revolution, but an identity that immediately speaks to customers of high-end gyms.

Sato — The typographer

Sato is obsessed with fonts. For him, it's all about typography — the right spacing, the right weight, the right cut. He will spend perhaps twice as much time on choosing the font as on building an icon. Its APEX logo will probably be a text logo or a logo where the symbol remains very discreet. But the typography will be impeccable, and this care will be seen.

The five other graphic designers — Tom, Rick, Inès, Frank and Leïla — also bring distinct perspectives, between international branding culture, French design heritage, narrative approach or expressive sensitivity. Each profile is a different way of solving the same creative problem.

Put the designers to work →

When the brief is vague: creativity as a compass

Not all briefs are equally rich. Some come short, vague, sometimes contradictory. "Logo for a modern tech startup." It's a sentence, not a brief. What do we do with that?

At Wilogo, we embrace interpretive creativity. When the brief is poor, graphic designers don't block — they make creative bets. Everyone will push their reading in one direction, assuming a hypothesis about the client's intention.

This is a major difference from a classic automatic logo generator. A generator without interpretive intelligence will produce ten variations of the same “modern tech” cliché — blue, geometric, sans serif. The Wilogo graphic designers will diverge voluntarily: one will go for dark premium minimalism, the other on something more expressive and colorful, a third will explore more original abstract forms.

This diversity is not a bug, it is a feature. It allows you to discover what you really wanted — sometimes better than you could have articulated it yourself.

Iteration: from first draft to final version

The initial brief is only a starting point. At Wilogo, you can interact with your proposals — refine a color, request a more sober version, test another typography. This is where the collaboration between you and the graphic designers takes on its full meaning.

This iteration works differently than going back to a human designer. When you say to Maya "the symbol is good but the color orange is not suitable for my medical sector", she is not starting from scratch. She adjusts her proposal according to her own logic — looking for an alternative that keeps the narrative spirit of her design while changing the palette.

Some tips for effective returns:

• Be specific about what's working before talking about what's not working — it preserves creative direction
• Talking about the desired effect rather than the solution: “I want it to inspire confidence” is more useful than “I want a blue logo”
• Test with real people in your target audience — their reactions are often more useful than your own aesthetic preferences
• Don't ask for too many changes at once — small, successive iterations produce better results than bursts of feedback

To go further on the creative process, our article on classic logo errors to avoid will give you useful pointers. And to understand why the vector format is crucial for your visual identity, read our logo formats guide.

AI and human: who really decides?

The question deserves to be asked frankly. At Wilogo, it is AI agents – not humans – who produce the logo proposals. We are not trying to make you believe anything else. Our “graphic designers” are creative personalities built on generative AI models.

So, who really decides?

The honest answer: you. AI generates possibilities — lots of possibilities, quickly, from diverse creative angles. But it is you who evaluate, who choose, who directs the iterations, who validates. AI explores; you decide.

It's not that different from a traditional design agency, where human graphic designers explore ideas and present them to you in one or two working sessions. The difference is speed, number of simultaneous tracks, and cost.

What AI doesn't do — and it's important to say this — is have your experience of your own brand, your knowledge of your customers, your intuition about what will resonate with your target. This capital is irreplaceable, and this is exactly why the brief remains the centerpiece of the process.

A rich, precise and sincere brief systematically produces better proposals than a vague brief. Not because AI is better — but because it has more room to diverge in directions that make sense to you.

If you want to know more about our approach, consult our article From brief to logo: behind the scenes of a Wilogo generation. And if you are wondering about the difference between an AI logo and a logo made by a human graphic designer, our guide on AI logo vs graphic designer takes the point without taboo.

Create my logo with Wilogo →

What to remember

• Each Wilogo designer reads your brief with their own creative sensibility — that’s what produces ten truly different proposals.
• The tensions in your brief (modern AND warm, premium AND accessible) are an asset, not a problem — they provide creative material.
• A precise brief produces better proposals than a vague brief.
• Iteration is at the heart of the process: graphic designers adjust according to their own logic, not starting from scratch.
• AI generates possibilities; you make the decisions. It's a collaboration, not a total delegation.

FAQ

How many graphic designers work on my brief at Wilogo?

By default, ten AI graphic designers work simultaneously on your brief, each with their own creative approach. You therefore receive ten distinct proposals resulting from the same reading of your project.

Are Wilogo designers real people?

No. Wilogo Studio designers are AI agents — creative personalities built on generative artificial intelligence models. We are not trying to make people believe otherwise: transparency on the role of AI is part of our editorial commitments.

How to write a good brief to get better proposals?

Be specific about your values and positioning, not just your aesthetic preferences. Mention the brands you like AND the ones you don't like. Explain who your brand is for. The richer the brief is in intentions, the more relevant the proposals will be.

Can I request changes after receiving the proposals?

Yes. Iteration is integrated into the Wilogo process. You can refine the proposals that interest you – colors, typography, symbol size, spacing – to converge towards the final version that suits you.

Are the logos generated by Wilogo protectable as a trademark?

This is a legal question which depends on your country and the uniqueness of the product logo. In France, a logo can be registered with the INPI as a figurative trademark provided it is distinctive. Our guide on registering a trademark with the INPI will give you all the necessary information.

What is the difference between Wilogo and an automatic logo generator?

An automatic generator produces variations of the same template according to your criteria. Wilogo mobilizes ten distinct AI graphic designers who interpret your brief from different creative angles. The approach is fundamentally more diverse — and therefore more useful for finding original direction.