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McLeuker AI Solutions and Products: What to Expect
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SeriesMcLeuker AI, Explained3/7
Guide14 min readSeptember 24, 2026

McLeuker AI Solutions and Products: What to Expect

Every McLeuker AI mode, solution and product walked through: what each one does, what you give it, the file you get back and where to start.

McLeuker AI

McLeuker Research

The agentic AI platform for fashion research and execution

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Contents

  1. 01How is McLeuker AI organised?
  2. 02Which assistant modes does McLeuker AI have?
  3. 03What solutions does McLeuker AI offer?
  4. 04What products does McLeuker AI offer?
  5. 05What else is in the McLeuker AI workspace?
  6. 06Which McLeuker AI solution or product should you start with?
  7. 07Which companies and domains does McLeuker AI cover?
  8. 08What file formats does McLeuker AI deliver?
  9. 09How is McLeuker AI priced?
  10. 10What does McLeuker AI offer enterprise teams?
  11. 11What should you expect from your first session?
  12. 12Frequently asked questions

McLeuker AI is organised in layers: four assistant modes, eight solutions, sixteen products in three families, a workspace that keeps the work, twelve company playbooks and ten fashion domains. This guide walks through every one of them: what it does, what you give it, what you get back and when to use it. If you want the short definition of McLeuker AI first, read What Is McLeuker AI?.

How is McLeuker AI organised?

McLeuker AI is one agentic engine with several ways in. A solution is a complete workflow built around a business outcome, such as forecasting a season. A product is a focused studio for one kind of output, such as a tech pack or a campaign set. A mode decides how much the assistant does on its own. The workspace keeps everything you make.

LayerHow manyWhat it isExample
Assistant modes4How much the assistant plans and executes by itselfAgent mode runs a multi-step project end to end
Solutions8Workflows built around a business outcomeSourcing and suppliers
Products16Focused studios, grouped as Know, Create and ProduceTech Pack, Virtual Try-On
Workspace7 sectionsWhere work is started, kept and sharedProjects, Reports, Whiteboard
Company playbooks12Ready-made starting points by type of companyLuxury houses, independent designers
Domains10Areas of fashion expertise the research draws onTextile, sustainability, catwalks

Every layer delivers the same thing in the end: a finished file with its sources, not a chat transcript.

Which assistant modes does McLeuker AI have?

McLeuker AI has four assistant modes, and the mode sets how far the assistant goes before it hands back.

ModeWhat it doesUse it when
InstantQuick answersYou need a definition, a fact or a fast first read
ThinkingDeep research and file generationYou need a cited report, a table or a document
AgentFull autonomous execution across many stepsThe work is a project, not a question, and should end in several files
FashionFashion, beauty and sustainability intelligence: visual search, shop-the-look, a supply-chain graph and trend velocityThe question is about products, looks, suppliers or how fast a trend is moving

A simple rule: start in Thinking for most research, move to Agent when the brief has several deliverables, and use Fashion mode when you are working from images or supply chains.

What solutions does McLeuker AI offer?

McLeuker AI offers eight solutions. Each one is a workflow that combines research and execution and ends in a specific deliverable.

1. Trend forecasting

What it does. Trend forecasting reads runway, social, retail and editorial signals and turns them into a season direction with evidence. McLeuker AI quantifies trend velocity across more than 200 fashion-week shows per season, so a direction arrives with a measure of how fast it is moving.

What you give it. A season, a category and a customer, for example "SS27 womenswear knitwear for a contemporary customer".

What you get. A cited trend report with heatmaps and rankings, exportable as PDF and Excel.

Best for. Design, merchandising and buying teams planning a season.

2. Brand intelligence

What it does. Brand intelligence audits competitive positioning, finds white space in a market, tracks consumer sentiment and watches growth signals.

What you give it. Your brand, a list of competitors or a market to map.

What you get. A brand audit deck, a competitive positioning map and a sourced positioning report.

Best for. Brand, strategy and leadership teams.

3. Market intelligence

What it does. Market intelligence reviews pricing, benchmarks regions, profiles consumer segments and tracks regulation such as ESPR and CSRD.

What you give it. A market question, for example "price architecture of premium denim in Germany and France".

What you get. An industry brief, a market sizing report or a regulatory gap analysis.

Best for. Commercial, finance and compliance teams.

4. Sourcing and suppliers

What it does. Sourcing and suppliers discovers mills and suppliers, maps Tier-2 and Tier-3 relationships, verifies certifications such as GOTS, OEKO-TEX, BCI and GRS, and benchmarks minimum order quantities and lead times.

What you give it. Your criteria: material, region, certification, MOQ and lead time.

What you get. An Excel supplier matrix with certification status and contact details, ranked against your criteria.

Best for. Sourcing, supply-chain and sustainability teams.

5. Task automation

What it does. Task automation takes the repetitive work off a team: catalogue work, product-spec audits, listing automation and retail monitoring such as SKU availability, stockouts and price drops.

What you give it. The task and the rule it should follow each time.

What you get. Structured datasets and reports, built the same way every time the task runs.

Best for. Operations, e-commerce and merchandising teams.

6. Agentic AI

What it does. Agentic AI collapses a multi-week project into one brief. The agent reasons across hundreds of coordinated steps, and its plan is shown up front so it can be revised before the work runs.

What you give it. A project, for example "a market-entry pack for launching our label in Japan".

What you get. A ZIP of several files with a README and the process trail, so a reviewer can see how each part was produced.

Best for. Strategy projects, launches and any brief with more than one deliverable.

7. Creative production

What it does. Creative production makes campaign sets, on-model try-on, editorial lookbooks, moodboards and directed imagery from one written brief.

What you give it. A product, a garment or a creative direction.

What you get. Image sets, lookbooks and campaign assets sized for publishing.

Best for. Marketing, e-commerce and creative teams.

8. Production and tech packs

What it does. Production and tech packs produces the documents a factory works from: tech packs, size curves and grading, trim cards, fit reports, AQL inspection plans and landed costing.

What you give it. A design, a spec or a style to cost.

What you get. Factory-ready production documents.

Best for. Product development, technical design and production teams.

What products does McLeuker AI offer?

McLeuker AI has sixteen products, grouped into three families by what they hand back. Know products answer a question with a cited, editable document. Create products turn a brief into finished creative. Produce products hand back the specifications and operations that ship the work. The full catalogue is on the products page.

Know: ask a question, get a cited and editable document back

  • [Deep Research](/ai-deep-research-reports). Multi-source research turned into a structured, cited report, as an editable PDF or DOCX, with the reasoning shown. Give it a research question; get a report you can check line by line.
  • [Reports (PDF, PPTX, Word, Excel)](/ai-presentation-generator). Research a topic and get a genuinely editable PowerPoint, with real text boxes, shapes and native charts and the sources kept, or the same work as PDF, Word or Excel.
  • [Brand Omniscan](/ai-brand-omniscan). Type a brand name or URL and McLeuker AI scans the live web for competitors, ethical suppliers, sale channels, compliance exposure and an execution roadmap, or reads one brand in depth across market, sustainability and eco-design.

Create: write a brief, get finished creative

  • [Website Builder](/ai-website-builder). A brief becomes a complete web page: sections and layout decided from your intent, figures grounded in live research, and one shareable link.
  • [Fashion Collection](/fashion-collection). One brief becomes a whole collection: editorial looks, a shade card, a campaign film, a line sheet and a print-ready lookbook, delivered together.
  • [Product Campaign](/ai-product-campaign). Any product becomes four social-ready ad images, from a photo, a store link or a text description, on a model or in a styled scene, graded to your brand.
  • [Virtual Try-On](/virtual-try-on). Upload up to three garments and a model, and McLeuker AI renders one styled look from the front, back, side and in detail.
  • [Moodboard](/ai-moodboard-generator). Describe a concept and get a cohesive moodboard: colour story, references, materials and mood, built from live trend research.
  • [Fashion Lookbook](/ai-lookbook-generator). A season line-up and references become an editable, on-brand PDF lookbook with looks, captions and layout.
  • [Image](/ai-image-generator). Editorial fashion imagery from a written brief, with scene, lighting, camera, grade and aspect directed, on a model or as a styled still.
  • [Video](/ai-video-generator). One shot description becomes a cinematic fashion film of 5 to 15 seconds, with motion, camera move, aspect and finish directed, or an existing still brought to life.
  • [Audio](/ai-audio-generator). A script or a brief becomes finished narration: a single-voice MP3 in the delivery you cast, with the text it was read from.
  • [Podcast](/ai-podcast-generator). A subject becomes a two-host episode, researched before a line is written, fully voiced as MP3, with the script.
  • [Whiteboard Design](/whiteboard-design). Chain the studios on one canvas: drag image, try-on, campaign, video and audio cards onto a board, wire them together, and each run feeds the next. Boards can be shared, with live cursors and comments on each card.

Produce: hand over the work, get the specs and operations that ship it

  • [Tech Pack](/ai-tech-pack-generator). A design and a spec become a structured, factory-ready tech pack, with bill of materials, measurements and construction notes, as an editable XLSX or PDF.
  • [Supplier Map](/ai-supplier-map). Search fashion suppliers and brand-disclosed factories worldwide in plain language, filter by certification, MOQ and lead time, then compare and export.

All sixteen products at a glance

ProductFamilyYou give itYou get back
Deep ResearchKnowA research questionA cited PDF or DOCX report
ReportsKnowA topicAn editable PPTX, PDF, Word or Excel file
Brand OmniscanKnowA brand name or URLA full brand and compliance report
Website BuilderCreateA briefA shareable web page
Fashion CollectionCreateOne collection briefLooks, shade card, film, line sheet and lookbook
Product CampaignCreateA photo, store link or descriptionFour ad-ready images
Virtual Try-OnCreateUp to three garments and a modelOne look from four views
MoodboardCreateA conceptA moodboard with colour story and references
Fashion LookbookCreateA line-up and referencesAn editable PDF lookbook
ImageCreateA written shot briefEditorial stills
VideoCreateA shot description or a stillA 5 to 15 second film
AudioCreateA script or briefA narrated MP3 and its text
PodcastCreateA subjectA voiced two-host episode and its script
Whiteboard DesignCreateCards wired on a canvasA chain of runs, each feeding the next
Tech PackProduceA design and specA factory-ready XLSX or PDF
Supplier MapProduceSupplier criteriaA filtered, exportable supplier list

What else is in the McLeuker AI workspace?

The workspace is where work starts, is kept and is shared. Seven sections sit around the assistant.

  • Academy. Fashion research, trend analysis and study intelligence, organised for learning as well as for work.
  • Projects. Everything you have made in one place: images, video, voice and documents.
  • Reports and Survey. Reports produces industry reports as PDF, deck, Excel or Word. Survey puts a questionnaire to a synthetic panel of fashion-industry personas across supply, brand, retail, demand, capital and media, which is a fast way to pressure-test a hypothesis and a questionnaire before a real field study.
  • Gallery. Browse what the community has made and publish your own work.
  • Moodboard. Curated visual inspiration boards, organised by domain.
  • Whiteboard and Multimodal. The whiteboard chains studios on one canvas; the multimodal studio makes image, video, audio and podcast in one place.
  • Sourcing. The Supplier Map and Brand Omniscan, side by side.

Which McLeuker AI solution or product should you start with?

Start from the outcome you need this week, not from the list.

If you needStart with
A season direction with evidenceTrend forecasting
A view of competitors and white spaceBrand intelligence or Brand Omniscan
Suppliers that meet a certification and MOQSourcing and suppliers or Supplier Map
A document for a board or a buyerReports or Deep Research
Campaign imagery without a shootProduct Campaign or Virtual Try-On
A whole collection conceptFashion Collection
Something a factory can makeTech Pack or Production and tech packs
A project with several deliverablesAgent mode or the Agentic AI solution
The same report every weekTask automation

Which companies and domains does McLeuker AI cover?

McLeuker AI has a playbook for each of twelve types of company, each a starting point shaped around that business.

PlaybookWhat it is built for
Fashion brandsQuantify the season, build the range, produce tech packs and ship the line sheet and campaign
Retailers and buyersThe trend behind the buy, competitor pricing over time, the buy plan and size curve
Luxury housesArchive reads, scarcity priced against resale comparables, press kits and show runbooks
E-commerce and DTCProduct imagery without a shoot, listings, and content and CRM planned as documents
Manufacturers and suppliersCosted quotes, certificate checks, four-point and AQL reporting, the product passport
Marketplaces and resalePrice comparables, provenance dossiers and cross-published listings
Agencies and studiosPitch research with sources, finished boards and decks, a visual system per client
Independent designersLine sheets, costings and tech packs, factories that take small runs
Groups and enterpriseOne comparable read across a portfolio, factory mapping, board packs and ESG evidence
Fashion studentsCited dissertation research, verified archive references and a portfolio as files
Beauty and cosmeticsClaims each market allows, competitor and actives tracking, campaign imagery per SKU
Media and publishingArchive references, the show runbook and the first read, built on what readers search

The research draws on ten domains: fashion, beauty, skincare, sustainability, fashion tech, catwalks, culture, textile, lifestyle and agentic AI.

What file formats does McLeuker AI deliver?

McLeuker AI delivers work in the formats fashion teams already use. Research arrives as PDF or Word, data as Excel, presentations as editable PowerPoint, production documents as XLSX or PDF, creative as images, video and MP3, and multi-part projects as a ZIP. Every research deliverable carries its sources, so a reader can check where each finding came from.

How is McLeuker AI priced?

McLeuker AI has a free plan and paid plans for individuals, teams and enterprises. Research and generation use credits, and the credit cost of a generation is shown before it runs, so nothing is spent by surprise. Current plans and prices are on the pricing page.

What does McLeuker AI offer enterprise teams?

McLeuker AI gives enterprise teams the controls a security review asks for. Accounts support two-factor authentication. Users can export their data and delete their account themselves. Customer content sent to AI models is not used to train those models. McLeuker AI signs a GDPR data processing agreement and marks AI-generated media in line with the EU AI Act. See the security page.

What should you expect from your first session?

A first McLeuker AI session takes minutes to start and ends with a real deliverable.

  1. A plan before the work. McLeuker AI shows how it will approach the brief, so the direction can be corrected first.
  2. Visible research. The research runs in steps you can follow, and each finding is tied to its source.
  3. A finished file. The session ends with a document, spreadsheet, deck or image set.
  4. Room to iterate. A follow-up builds on the same conversation, so the work improves without starting again.

For a practical routine, read How to Use McLeuker AI for Day-to-Day Fashion Operations.

Frequently asked questions

What is the difference between a McLeuker AI solution and a product?

A McLeuker AI solution is a workflow built around a business outcome, such as forecasting a season, that combines research and execution across several steps. A McLeuker AI product is a focused studio that takes one input and returns one kind of output, such as a tech pack or four campaign images.

How many products does McLeuker AI have?

McLeuker AI has sixteen products in three families: three Know products for cited documents, ten Create products for finished creative, and three Produce products for specifications and operations.

What are the McLeuker AI assistant modes?

McLeuker AI has four modes: Instant for quick answers, Thinking for deep research and file generation, Agent for full autonomous execution, and Fashion for fashion, beauty and sustainability intelligence such as visual search and trend velocity.

Can McLeuker AI make a tech pack?

Yes. The McLeuker AI Tech Pack product turns a design and a spec into a factory-ready tech pack with a bill of materials, measurements and construction notes, as an editable XLSX or PDF.

Can McLeuker AI find certified suppliers?

Yes. The Sourcing and suppliers solution and the Supplier Map product find suppliers and brand-disclosed factories, filter by certifications such as GOTS and OEKO-TEX, MOQ and lead time, and export the results.

Can I try McLeuker AI for free?

Yes. McLeuker AI has a free plan. Every generation shows its credit cost before it runs. See the pricing page.

Do McLeuker AI outputs include sources?

Yes. McLeuker AI research deliverables cite the source behind each finding, so every claim can be checked.

Filed under

#ai-in-fashion#task-automation#design-tools#decision-frameworks

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Same company, two services. McLeuker AI is the platform; mcleuker.com is the fashion-tech & agentic-AI consulting practice.

Solutions

  • Fashion brands
  • Retailers & buyers
  • Luxury houses
  • E-commerce & DTC
  • Manufacturers & suppliers
  • Marketplaces & resale
  • Agencies & studios
  • Independent designers
  • Beauty & cosmetics
  • Fashion students
  • Media & publishing
  • Groups & enterprise
  • Sourcing teams
  • Retail operations teams

Products

  • Whiteboard Design
  • Brand Omniscan
  • Supplier Map
  • Fashion Collection
  • Product Campaign
  • Moodboard
  • Deep Research
  • Reports (PDF, PPTX, Word, Excel)
  • Website Builder
  • Virtual Try-On
  • Fashion Lookbook
  • Image
  • Video
  • Audio
  • Podcast
  • Tech Pack

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