This week, I decided to offer you a slightly different issue. Not the usual decoding of a news event, but a status report. A map. For months, the same questions have come back to me, in my client meetings as over lunch: concretely, what is agentic AI for, inside a house? Where do you start? And, never far behind, the real worry: will it dilute what we are? So here, calmly, example by example, is something to see clearly.
« AGENTIC AI ». The term has been everywhere for a year. Its definition, almost nowhere. That is normal: the technology moves faster than the words that describe it. So let us take a minute, and start again from the beginning, without jargon.
A chatbot answers. You ask it a question, it returns a sentence. Useful, but passive: it waits to be spoken to.
An AI agent, on the other hand, acts. You hand it an objective, and it strings the steps together on its own to reach it: it consults a database, compares two options, picks one, triggers an action, checks the result. The chatbot speaks. The agent does. Agentic AI is that shift: from artificial intelligence that answers to artificial intelligence that executes.
Its value is not merely about saving time. Cutting a delay, lowering a cost — that is the first door, and the most visible. But for a luxury house, the real subject lies elsewhere: what to do with the time and the attention an agent gives back? Used well, agentic AI takes on what does not need a human hand, so as to return that hand to what does. The artisan's gesture, the salesperson's eye, the creator's decision.
The worries remain. They are legitimate, and they must be named rather than waved away. Will AI dilute a house's authenticity? Replace its artisans and its advisors? Make mistakes in its name? Sanitise what made it singular? Make it dependent on a handful of software vendors? Each of these fears is well founded. None is a reason to do nothing. All have an answer, and that answer has a name: THE DOCTRINE.
That is precisely my work. I support houses in this world so they create more value with these tools. Not to replace the women and men who are the head, the heart, the lungs and the hands of Luxury. Not to strip luxury of what makes it singular. In luxury, AI is only worth something if it protects what cannot be automated.
A map, then, to help you see more clearly. Five fields on which this new score of Luxury is played out, twenty-three uses already real, sorted and explained. For each, what the agent enables, and what it must leave intact. Because the right question is no longer « which tool to choose? ». It has become: « WHAT DOCTRINE TO SET? »
Welcome to LUXE ÆTERNAI: my weekly decoding of what AI agents change, or do not change, for luxury houses. I am Mickaël Tsakiris. Twenty years in luxury, on the house and digital-agency side, from Saint Laurent to LVMH by way of Dior, Chanel and Hennessy. I support the houses and leaders who want to turn agentic AI into a competitive edge while preserving their DNA. Enjoy the read!
5 fields, twenty-three real use cases.
From its third issue onward, this newsletter set a marker: the workshop threshold. The line each house draws, how far it accepts a technology entering its gesture. Field by field, here is where that threshold stands.
Creation.
AI enters the laboratory before the formula, the studio before the sketch.
Product innovation and augmented creation. L'Oréal has connected the NVIDIA ALCHEMI platform to its cosmetics research. There, AI simulates the behaviour of molecules at the atomic scale, before the slightest laboratory experiment: photoprotection, complexion modulation, formulas proven virtually. The group reports research accelerated a hundredfold.
Craft and transmission. Here, the map is almost empty, and that is a signal. No house has, to this day, entrusted an AI with the transmission of an artisanal craft. The gesture of the hand is still learned by the hand. It is, no doubt, the last field that luxury will keep, deliberately, on the far side of the threshold.
Trend intelligence. Heuritech continuously analyses the images posted on Instagram, TikTok and the Chinese networks, and draws from them trend forecasts eighteen months out. Its reading of the spring-summer 2027 season shows 91% accuracy. The artistic director is not replaced. He is informed.
What the agent enables — Seeing earlier, testing without destroying.
What the agent preserves — The creator's intuition, which decides, and the craft of the hand, which is not delegated. Excellence and Exception.
The question for your house: what would your studio gain from seeing six months earlier, and what will it never delegate?
Operations.
The most advanced field, because the most discreet. No chatbot, no announcement. Groundwork.
Quality and traceability. The digital product passport will become mandatory in the European Union in 2027: each piece will have to be tracked, material by material, from origin to boutique. No spreadsheet holds at that scale. AI agents carry this traceability, and turn it into living data rather than a dead archive.
Precision and anticipation. Balenciaga has entrusted the company Intelo.ai with a network of agents dedicated to allocating its stock: which piece to send, to which boutique, in what quantity, on what date, according to real-time market signals. Allocation, once a matter of expérience, becomes assisted.
Operational efficiency. Three examples. Moët Hennessy has digitised every bottle in 3D, via NVIDIA Omniverse: its teams, across 70 markets, generate their own marketing visuals, charter-compliant, with no photo studio. Three million visuals produced, at doubled speed. Levi's processes its wholesale orders, received as PDF and email, through AI agents built on SAP and Microsoft Azure: processing time drops from two-to-five days to half an hour, with more than a thousand agents in production. Tapestry, parent company of Coach, has patented Mira: what once took several days of data extraction is delivered in a few seconds.
What the agent enables — Speed, reliability, lower costs.
What the agent preserves — Nothing visible to the client. The successful operation is the one he never sees (Quiet Tech).
The question for your house: on which tasks would your back office gain days, without the client noticing?
The client expérience.
The most visible field, and the only one where financial results are starting to emerge.
Augmented expérience. Brunello Cucinelli has built Callimacus, an e-commerce platform with no pre-set pages, developed by its in-house research centre Solomei AI: the AI interprets each visitor's intent and composes the display in real time. A sign of maturity, the house names the tool explicitly in its quarterly report to shareholders.
Seamless. Fenty Beauty has lodged its recommendation agent, Rose Amber, inside WhatsApp: the client converses with the brand in the app she already uses every day. Ralph Lauren, with Ask Ralph, answers in natural language inside its own app: « an outfit for a winter dinner », and the selection arrives, directly shoppable.
Hyper-personalisation on an e-commerce site. Dior has deployed the Kahoona technology, which reads the « digital body language » of the anonymous visitor — where he clicks, where he lingers, with no cookie — and reconfigures pages live. Measured results: +24.2% clicks on product listings, +19.1% pages per session, +12.8% average basket. Jo Malone, on Google Vertex AI, has a fragrance described in words and translates it into a scent.
Clienteling. Burberry has equipped its advisors with Penguin, an assistant built on a language model trained on the entire catalogue: the salesperson describes a client or photographs a piece, the AI suggests matching outfits available in stock. More than a hundred advisors equipped, +24% average transaction value.
Agentic commerce. Sephora has installed its service directly inside ChatGPT: natural-language recommendations, loyalty-account connection, complexion analysis through the AI's vision. 80 million members within reach, and an expected 30% drop in returns. Marriott is preparing an interface where it is the AI that searches, compares and books the hotel on the client's behalf.
Resale. The RealReal entrusts its AI, Athena, with sorting, pricing and listing the pieces it receives: 35% of the flow handled with no human intervention. On that basis, the house posted the first profitable year in its history.
What the agent enables — Service that is faster, fairer, available everywhere.
What the agent preserves — The relationship. The luxury client comes for a face, an attention, a name. Emotion and Expérience.
The question for your house: when the agent answers in your salesperson's place, what remains of the gesture the client came for?
Communication.
Beware the misreading. Not the way houses talk about their AI. The way AI agents remake their communication.
Visibility in AI engines. When a client asks an assistant what a house's iconic piece is, the answer no longer comes from the press officer. It is written in the agentic antechamber, that space the house does not control, where an agent assembles what it finds on the web, accuracies and errors alike. On poorly prepared houses, the assistants already get it wrong: false founding dates, pieces attributed to the wrong creator.
Augmented brand content. Specialised platforms, such as NXN Labs and its « Digital Production OS », industrialise the visual production of houses: campaigns, social, e-commerce, lookbooks. Several European houses already use them, and keep their names quiet. Brand content is increasingly made outside the walls.
Editorial consistency. Estée Lauder has built Trend Studio, an agent built on Azure OpenAI: it continuously watches emerging trends, cross-references them with the group's catalogue and generates the matching marketing content. Paired with ConsumerIQ, which queries client data in natural language, it takes an analysis task from several weeks to a few minutes. The watch is no longer the Monday-morning chore: it runs permanently, and feeds the editorial calendar.
Campaigns and brand narrative. Valentino released a campaign generated entirely by AI. The image was technically perfect. The social commentary, for its part, marked the brand's perceived value down. The lesson is clear: showing the AI can cost more than the saving.
What the agent enables — Producing better, more, faster, everywhere.
What the agent preserves — The voice. A house that lets the agents tell its story loses its grip on its own narrative. Elevation.
The question for your house: if an agent rewrites your house's story tonight, would you recognise what it says?
Brand and responsibility.
This is where a silent but certain transformation plays out. And it reads in the org charts.
Sovereignty. TAG Heuer has entrusted its general management to a leader who came from digital and client expérience: a clear signal of where the house now places its priorities. Prada is preparing, with EssilorLuxottica, smart glasses: the AI agent leaves the screen to climb onto the face. The subject becomes a house-level orientation.
Data governance. LVMH has launched AI for All: a deployment of AI agents across the commerce, marketing and operations of its houses, anchored to its MaIA data infrastructure, with AI training for its 211,000 employees. Kering has created a Chief Digital, AI and IT Officer role. An appointment says, without saying it, where a house sets its threshold.
Compliance and intellectual property. Lacoste uses the AI of the company Cypheme to spot its counterfeits: from a simple photo of a product detail, the AI tells the authentic from the copy with 99.7% accuracy. The AI that serves to copy also serves to protect.
Sustainable responsibility. Pernod Ricard has entrusted the CO2 AI platform with calculating its carbon footprint across its whole chain. Where the measurement was manual and approximate, accuracy was multiplied by 75, over 300,000 data points. You only steer well what you measure.
Digital product passport. The mechanism that imposes traceability also becomes, on the brand side, a proof: of the origin, the material, the journey of an object. The compliance constraint turns into a sales argument.
What the agent enables — Governing, proving, protecting.
What the agent preserves — Sovereignty. A house that does not decide will be decided by its software vendors.
The question for your house: is the AI subject, at your house, a matter for the IT department, the Digital Department, or a decision of the executive committee?
3 moves to take action.
On this map of agentic use cases, the real divide does not pit the houses that love AI against those that distrust it. It pits those that have framed a doctrine against those advancing without one. Brunello Cucinelli names its tool in a document meant for its shareholders. Kering creates a role and gives it a name. LVMH sets a group framework. Others deploy without framing anything, at the mercy of their software vendors' calendars. That silence is not neutral: either the doctrine exists and is kept out of sight, or it does not exist yet. The first stance protects. The second will be paid for, sooner or later.
So, what to do? Three moves.
Move 1 · Audit your presence in the LLMs. Today, 53% of American consumers already use AI to search for a product. The question is therefore simple: what do the agents say about your house when you are not in the room? That is the object of the LUXE ÆTERNAI agentic visibility audit: it maps what the AI assistants say about your house, and what they invent in its place.
Move 2 · Set yourself a doctrine. The second is a decision. A house is not governed field by field, in a rush. It sets itself a doctrine: for each of the five fields, where to place the threshold, what it delegates and what it keeps. That is the object of the Agentic Doctrine engagement. We have run it, end to end, with a niche perfume house: from diagnosis to a clear decision framework, axis by axis.
Move 3 · Train up. The third is a step up in skill. A doctrine only holds if the teams know how to execute it. That is the object of Shift Happens, my education for executive committees and function directors: no theoretical programme, no forty-slide deck, but short sessions that start from your tools, your stack and your use cases, and that produce an actionable deliverable every time. Education that starts with hands, not slides.
And that, ultimately, is my whole work. Helping a house create more value with these tools, without ever making it lose what makes it unique. A well-placed AI is invisible: like the canvas of a jacket, hand-sewn between the lining and the cloth, it holds the shape without ever showing. It is therefore up to Luxury to « stitch » this AGENTIC INTERLINING in the best possible way — bespoke, for each house. It is the exact opposite of the chatbot.
Luxury once believed that doing AI meant showing it. The opposite is true. Soon it will mean knowing where to place it, and above all where not to. The house that has decided stops chasing every novelty: it holds its doctrine, it moves forward.
To place your house on this map, or build the doctrine that goes with it: write to me. The five LUXE ÆTERNAI offerings — audit, doctrine, education, advisory, coaching — are detailed on the Services page.
The Portuguese writer Fernando Pessoa wrote: « To act is to know rest. » Let us move, together, into action!
— Mickaël Tsakiris
Paris, Thursday, May 21, 2026