The Beauty Brand · The AI Style Lab

Terms, Conditions & Frequently Asked Questions

This document sets out the terms under which The AI Style Lab workshop is offered, explains how your data is handled, provides honest guidance on what AI can and cannot do, and addresses every question we anticipate you might have before, during, or after attending.

Please read it in full. If anything is unclear, contact us at maureen@thebeautybrand.co.za before booking.

Version 1.0 — June 2026

Section 1

Workshop Terms & Conditions

1.1 The Workshop

The AI Style Lab is a two-hour, in-person style education workshop facilitated by Maureen Carelse of The Beauty Brand. The workshop teaches participants how to use artificial intelligence tools to build a personal style system, including body proportion analysis, the Kibbe method, colour analysis, and AI prompting strategy. It is an educational experience, not a personal styling consultation.

1.2 Booking & Payment

  • Full payment is required at the time of booking to secure your seat. The early-bird rate of R750 is available until the first workshop date is confirmed, after which the full rate of R950 applies.
  • Places are limited and are allocated on a first-paid basis.
  • Bookings are confirmed only upon receipt of payment. An interest registration on the waiting list does not constitute a confirmed booking.
  • Payment methods accepted will be communicated at the time of booking.

1.3 Cancellation & Refunds

  • Cancellations made 7 or more calendar days before the workshop date will receive a full refund.
  • Cancellations made between 3 and 6 calendar days before the workshop date will receive a 50% refund or a credit transferable to a future workshop.
  • Cancellations made within 48 hours of the workshop are non-refundable. You may transfer your booking to another person at no charge, provided you notify us by email at least 24 hours in advance.
  • If The Beauty Brand cancels or postpones a workshop, all registered participants will receive a full refund or the option to transfer to the rescheduled date.

1.4 Consumer Protection Act Compliance

In accordance with the South African Consumer Protection Act 68 of 2008, participants who book as a result of direct marketing have the right to cancel within five business days of booking without penalty. To exercise this right, please notify us in writing at maureen@thebeautybrand.co.za.

1.5 What Is Included

  • Two-hour facilitated workshop session.
  • Digital workbook in PDF format, delivered to your registered email address within 24 hours of the workshop.
  • Access to recommended AI tools (ChatGPT, Claude, and OpenWardrobe) as directed during the session. Participants are responsible for their own accounts and any applicable subscription fees for these third-party platforms.

1.6 What Is Not Included

  • One-to-one personal styling or image consultations. The workshop is a group educational experience.
  • Ongoing post-workshop support is not included in the workshop fee, though participants may contact The Beauty Brand to enquire about individual follow-up sessions.
  • Printed materials. The workbook is provided in digital PDF format only.
  • Any costs associated with third-party AI platforms or apps.

1.7 Participant Responsibilities

  • Participants must arrive with a fully charged smartphone (iOS or Android) with internet access.
  • A free account with ChatGPT (OpenAI) and/or Claude (Anthropic) is recommended in advance. Setup guidance will be shared with confirmed participants before the workshop date.
  • Participants are expected to engage respectfully with the facilitator and other attendees.
  • The Beauty Brand reserves the right to remove any participant whose behaviour is disruptive, without refund.

1.8 No Guarantee of Outcomes

Results from applying the workshop content will vary between individuals and depend on factors outside The Beauty Brand's control, including the quality of photographs provided to AI tools, individual AI account settings, and personal follow-through after the session. The workshop provides education and frameworks; it does not guarantee specific styling outcomes, shopping results, or AI analysis accuracy.


Section 2

Privacy & Data

2.1 Information We Collect

The Beauty Brand collects the following information from workshop participants:

  • Name and email address, for booking confirmation and delivery of the digital workbook.
  • Payment information, processed through our payment provider. We do not store card details.
  • Any information you voluntarily share during the workshop or in post-workshop communications.

We do not collect photographs, measurements, or personal style data during the workshop. Any such information is entered by participants directly into third-party AI platforms and is subject to those platforms' own privacy policies, not ours.

2.2 POPIA Compliance

The Beauty Brand processes personal information in accordance with the Protection of Personal Information Act 4 of 2013 (POPIA). Specifically:

  • We collect only the information necessary to deliver the workshop and the digital workbook.
  • Your data is not shared with third parties for marketing or commercial purposes without your explicit consent.
  • You may request access to, correction of, or deletion of your personal information at any time by emailing maureen@thebeautybrand.co.za.
  • We retain booking information for the period required by South African tax and financial record-keeping obligations, after which it is securely deleted.

2.3 What Happens to Your Data Inside AI Platforms

During the workshop, you will enter personal information such as measurements, photographs, and style preferences directly into third-party AI platforms (OpenAI ChatGPT, Anthropic Claude, and OpenWardrobe). The Beauty Brand has no access to this information and no control over how these platforms handle it.

Here is what each platform's current policies state:

  • ChatGPT (OpenAI): By default, OpenAI may use content you enter via the free ChatGPT interface to improve its models. You can opt out of this in your account settings under Data Controls. Users on paid plans (ChatGPT Plus and above) have this off by default. OpenAI does not share your conversations with advertisers.
  • Claude (Anthropic): Anthropic states that it does not use conversations to train models without explicit consent for users with accounts. Anthropic does not sell personal data or share it with advertisers.
  • OpenWardrobe: OpenWardrobe is privately funded, does not carry advertising, and does not share user data with retailers or brands. Its model is built around user benefit, not commercial partnerships.

We strongly recommend reviewing the privacy settings of any platform you use. During the workshop, you will be guided on how to configure these settings to your comfort level.

2.4 Photographs

Some AI tools perform better when you provide a clear photograph. You are not required to upload any photograph you are not comfortable sharing. The workshop teaches you how to get strong results with or without a photo, and how to assess the privacy implications of any image you choose to upload.

As a general principle: photographs you upload to AI platforms are transmitted to and processed by servers operated by those companies, which may be located outside South Africa. Treat any photograph you upload to a third-party AI tool as semi-public.


Section 3

AI Capabilities & Limitations

We believe in being straightforward about what AI can and cannot do. The value of this workshop is not that AI is infallible. It is that, when used correctly, AI becomes a powerful, always-available style tool that works far better than most people realise. But it has real limitations, and understanding them is part of what you learn.

3.1 What AI Does Well

  • Analysing written descriptions of your body proportions, colouring, and style preferences to generate personalised recommendations.
  • Explaining the principles behind styling decisions (why a certain silhouette works for a specific body type, why a colour flatters or drains).
  • Acting as an on-demand style consultant for shopping decisions, outfit building, and wardrobe evaluation.
  • Processing large amounts of information quickly and consistently, without the fatigue or bias that can affect human assessments.
  • Generating outfit combinations, packing lists, capsule wardrobe frameworks, and shopping prompts tailored to your profile.

3.2 Where AI Has Limitations

  • Colour analysis from photographs: AI colour tools rely heavily on photo quality, lighting conditions, and screen calibration. A photo taken in warm artificial light will produce a different result than one taken in natural daylight. This is the most common source of inaccuracy in AI styling results.
  • Skin tone diversity: AI models have historically been trained on datasets that over-represent lighter skin tones. While this is improving, results for darker skin tones, mixed colouring, and mature skin can sometimes be less precise and may require more detailed written prompting to correct.
  • Fabric and fit assessment: AI cannot physically assess how a garment falls on your body, how a fabric drapes, or how a construction interacts with your specific proportions. It can advise on what to look for; it cannot replace trying something on.
  • SA market context: Most AI tools are trained primarily on US and European datasets. Brand suggestions, sizing references, and availability guidance may not reflect the South African market. The workshop teaches you how to prompt AI to filter for SA-relevant results.
  • Consistency between sessions: AI tools can give slightly different recommendations each time, particularly if you phrase questions differently. The workshop teaches you how to build a stable, reusable style profile that anchors your AI interactions.
  • Emotional and social nuance: AI does not know your workplace dress code, your cultural background, your personal history with clothing, or the specific occasion you are dressing for unless you tell it. The richer the input, the richer the output.

3.3 AI vs. a Human Stylist or Colour Analyst

A qualified image consultant or colour analyst brings tactile assessment, trained eyes, and years of practice reading individuals in person. AI brings speed, consistency, accessibility, and the ability to serve you every day without an appointment.

This workshop is not designed to replace professional services. It is designed to help you use AI intelligently so that the decisions you make every day — about what to buy, what to wear, and how to build your wardrobe — are informed and intentional.

For participants who want their AI results verified by a human expert, The Beauty Brand offers individual colour verification sessions. Contact us for details.


Section 4

Intellectual Property

4.1 Workshop Content

All workshop content, including the facilitated session, the digital workbook, the frameworks taught, and any written or visual materials provided, is the intellectual property of The Beauty Brand. Copyright is reserved.

Participants are welcome to use the workbook, their completed frameworks, and their personal AI style profile for their own personal use. You may not reproduce, distribute, teach, resell, or commercialise any workshop content without written permission from The Beauty Brand.

4.2 Your AI Style Profile

The AI Style Profile and Personal Colour Blueprint you create during and after the workshop belong entirely to you. The Beauty Brand has no access to, and makes no claim over, any profile you generate using AI tools.

4.3 The Workbook

The digital workbook is provided for your personal use only. Please do not share the PDF with individuals who have not attended the workshop. The workbook is a companion to the facilitated session; shared without context, it is significantly less useful and undermines the value of the experience for future attendees.

4.4 Trademark

The AI Style Lab and The Beauty Brand are trademarks of Maureen Carelse / The Beauty Brand. Use of these names in commercial contexts requires written permission.


Section 5

Limitation of Liability

The Beauty Brand provides the workshop and its content in good faith for educational purposes. To the fullest extent permitted by South African law:

  • The Beauty Brand accepts no liability for purchasing decisions made by participants as a result of workshop content or AI-generated recommendations.
  • The Beauty Brand accepts no liability for inaccurate AI outputs, including incorrect colour season analysis, unsuitable style recommendations, or errors generated by third-party AI platforms.
  • The Beauty Brand accepts no liability for data shared by participants with third-party AI platforms, or for any consequences arising from the use of those platforms.
  • The Beauty Brand accepts no liability for technical failures, internet outages, or device issues that prevent a participant from fully engaging with the workshop.

Nothing in these terms limits liability for gross negligence, wilful misconduct, or any other liability that cannot lawfully be excluded under the Consumer Protection Act or POPIA.

If you have a complaint about your workshop experience, please contact us directly at maureen@thebeautybrand.co.za. We are committed to resolving concerns fairly and promptly.


Section 6

Frequently Asked Questions

Privacy & Data

Q: What personal information do I need to share during the workshop?

A: The workshop involves entering information about your body proportions, colouring, and style preferences into AI platforms. This is information you share directly with the AI — not with The Beauty Brand or any other attendee. You decide how much detail to provide. The workshop works with broad descriptors; precise measurements improve results but are not required.

Q: Will my photos be stored or seen by anyone?

A: Any photograph you upload to an AI platform is processed by that platform's servers (OpenAI, Anthropic, or OpenWardrobe). The Beauty Brand never sees, receives, or stores your photographs. Within the workshop, you will not be asked to share photographs on screen. You are in complete control of what you upload and to which platform.

Q: Can OpenAI or Anthropic use my data to train their AI?

A: OpenAI may use free-tier ChatGPT conversations for training by default. You can turn this off in ChatGPT under Settings > Data Controls > Improve the model for everyone. If you are on a paid plan, this is off by default. Anthropic states that it does not use conversations from logged-in users for training without consent. We recommend reviewing and adjusting these settings before the workshop, and we will walk through this during the session.

Q: Is it safe to give AI my personal measurements?

A: There is no meaningful security risk in sharing measurements such as height, shoulder width, or hip-to-waist ratio with a reputable AI platform. These are not sensitive in the way that financial or health data are. Treat them as you would entering your clothing size on a retail website.

Q: Does The Beauty Brand store or share my data?

A: The Beauty Brand retains your name and email address for booking confirmation, workbook delivery, and any post-workshop correspondence you initiate. We do not share this with third parties for marketing purposes and do not sell data. You may request deletion of your information at any time by emailing maureen@thebeautybrand.co.za.

Q: Is this workshop POPIA compliant?

A: Yes. The Beauty Brand processes personal information in accordance with the Protection of Personal Information Act 4 of 2013. We collect only what is necessary, store it securely, and you retain the right to access or delete your information at any time.

What AI Can & Cannot Do

Q: How accurate is AI colour analysis?

A: Accuracy depends heavily on photograph quality. AI colour tools assess the undertones and depth in your photo, which means lighting, background colour, and image resolution all affect the result. In ideal conditions, AI colour analysis is a reliable starting point. In poor conditions, it can misread your season entirely. The workshop teaches you exactly how to prepare a photograph for best results, what to do if the result feels wrong, and how to use your analysis without depending solely on the AI's first answer.

Q: What if the AI gives me the wrong colour season?

A: This is entirely possible, and we say so openly. The workshop teaches you to interrogate the result, not simply accept it. You will learn the characteristics of each season well enough to evaluate whether the result fits your experience. If you want human verification, The Beauty Brand offers a separate colour verification session where Maureen assesses your AI results in person against draping and natural light.

Q: Does AI work for darker skin tones and African colouring?

A: This is an important and valid question. AI models have historically performed less accurately for darker skin tones due to training data imbalances. This is improving, but it is not yet perfect. The workshop specifically addresses this: you will learn how to give AI detailed written descriptors of your colouring rather than relying on photograph analysis alone, which produces far more reliable results for a wider range of complexions and undertones. Maureen also has over 20 years of experience working with the full spectrum of South African colouring and can provide context that purely international AI tools may lack.

Q: Will AI give me different results each time I ask?

A: It can, particularly if you change how you phrase your questions. This is one of the key problems the workshop solves. You will leave with a written AI Style Profile — a structured document that anchors every future AI conversation to your specific body, colouring, and preferences. With a strong profile, your AI results become consistent, repeatable, and genuinely personal.

Q: Can AI replace a professional image consultant?

A: No, and this workshop does not claim otherwise. A professional image consultant brings tactile, in-person assessment that no AI can replicate. What AI brings is availability, consistency, and cost-effectiveness for everyday decisions. The workshop is for women who want to make better, more informed style choices every day, not just when they can afford or access a stylist.

Q: Is AI biased toward certain body types or beauty standards?

A: This is a real concern and an honest one. AI tools reflect the data they were trained on, which historically over-represents western, slender, and Eurocentric standards. The workshop teaches you to direct AI deliberately — to specify your body, your culture, your context, and your aesthetic — so that the tool serves you, rather than a generic ideal. We also focus on a body proportion framework that works across a wide spectrum of body types and is body-neutral by design.

Q: Can I trust AI to advise me on an expensive purchase?

A: AI is an excellent sounding board for significant purchases when you give it strong context. The workshop teaches you how to evaluate a specific garment against your style profile, ask the right questions about fit and proportion, and make a decision based on information rather than impulse. That said, AI cannot replace trying something on. Use it to filter, not to finalise.

Why This Workshop, Not Just an App

Q: Why would I attend this workshop instead of just using Style DNA, ChatGPT, or another styling app myself?

A: Most people who open an AI tool for style advice get generic, surface-level results because they do not know how to ask the right questions or give the AI the right information. The workshop closes that gap. You learn the underlying principles — proportion, scale, colour theory — so that what the AI tells you makes sense and you can push back, refine, and interrogate it. You also leave with a complete AI Style Profile that you own and can use across every platform, for every shopping decision, for years. An app tells you an answer. This workshop teaches you how to get the right answer.

Q: Is Style DNA the same thing?

A: Style DNA is a stand-alone app that analyses colour season and body type from a selfie in approximately 35 seconds. It is a useful starting point, but it gives you a result without explaining the reasoning, without teaching you how to use that result, and without connecting colour, proportion, and personal style into a coherent system. Its colour analysis depends entirely on photo quality and lighting. User reviews are mixed. The AI Style Lab uses Style DNA's category of tools as one input among many, and teaches you how to cross-reference and verify results rather than accept any single output uncritically.

Q: I am not tech-savvy. Will I be able to follow along?

A: Yes. The workshop is designed for women who are curious but not necessarily confident with technology. You need a smartphone with an internet connection and the ability to download a free app. Everything else is guided step by step. If you can send a WhatsApp message and take a selfie, you have the skills you need.

Q: Will this workshop tell me I need to buy a whole new wardrobe?

A: No. One of the core sessions focuses specifically on evaluating what you already own against your style profile, and on making fewer, better purchases. The objective is to help you stop buying things that do not work and start wearing what you have with confidence. Conscious consumption is part of the philosophy of this workshop.

Q: Does The Beauty Brand have commercial partnerships with any of the recommended AI tools?

A: The Beauty Brand is not paid by OpenAI, Anthropic, or OpenWardrobe to recommend their tools. We recommend them because they are the best-in-class options for this use case.

Practical Workshop Questions

Q: What do I need to bring?

A: A fully charged smartphone (iOS or Android), a good quality selfie taken in natural daylight (we will share guidance on this before the workshop), and an open mind. Creating free accounts on ChatGPT and Claude in advance is recommended — a setup guide will be emailed to all confirmed participants.

Q: Can I use a laptop or tablet instead of a phone?

A: Yes. Any device with internet access and a modern browser will work for the AI tools. A phone is recommended for the photo analysis components, as it makes taking and uploading images straightforward.

Q: Do I need a paid ChatGPT or Claude subscription?

A: No. Free accounts on both platforms are sufficient for the workshop. Paid plans offer longer conversations and faster responses, which can be useful, but they are not required. We will work within the limitations of free-tier accounts during the session.

Q: How large is the group?

A: Group size is kept deliberately small to ensure a quality experience. Maximum group size will be confirmed with each intake. The workshop is not a lecture; it is a participatory session, and that requires an environment where everyone can engage.

Q: Is the session recorded?

A: No. The session is not recorded. This protects the privacy of all participants and ensures everyone feels comfortable working through personal style details in the room. The digital workbook serves as your complete reference after the workshop.

Q: What if I miss something or have questions afterwards?

A: The workbook is designed to be a standalone reference that makes sense without the session recording. For specific follow-up questions, participants may email maureen@thebeautybrand.co.za. Individual follow-up consultations are available at a separate fee.

Q: What if the internet is unreliable on the day?

A: We select venues with reliable WiFi. As a backup, mobile data on a standard South African data plan is sufficient for the AI tools used. If internet access fails entirely, the workshop can proceed with the proportion and colour analysis modules, which are foundational and do not require live AI access.

The Workbook

Q: Is the workbook mine to keep?

A: Yes. The digital PDF workbook is yours permanently, delivered to your registered email address within 24 hours of the workshop.

Q: Can I print the workbook?

A: Yes. You are welcome to print it for your own personal use.

Q: Can I share the workbook with a friend who did not attend?

A: We ask that you do not. The workbook is designed as a companion to the facilitated session. Shared without that context, it is significantly less useful, and distributing it undermines the ability of The Beauty Brand to continue developing and improving the content. If your friend is interested, point them toward the waiting list.

Q: Will the workbook be updated?

A: The workbook reflects the content of the workshop at the time of attendance. Major updates to content will be communicated to past participants where possible, though updated versions are not guaranteed to be redistributed automatically.

Colour Verification & Follow-Up

Q: What is the colour verification session?

A: AI colour analysis is a strong starting point, but it is not infallible. For participants who want certainty, The Beauty Brand offers a separate one-to-one colour verification session where Maureen reviews your AI results against physical draping and natural light, confirms your season, and fine-tunes your personal palette. This is a focused, results-led session rather than a full colour analysis from scratch. Contact us for pricing and availability.

Q: Do I need to book a verification session?

A: No. It is an optional add-on for participants who want human confirmation of their AI colour results, particularly those with complex colouring, transitional seasons, or results that did not feel right. Many participants are satisfied with what they achieve in the workshop itself.

Ethics, Sustainability & Philosophy

Q: What is The Beauty Brand's position on AI and the future of personal styling?

A: We see AI as a tool that democratises access to the kind of considered style advice that has previously been available only to those who could afford professional styling services. Used well, AI helps women buy less, buy better, and wear what they own with intention. That is better for wardrobes, budgets, and the planet. The workshop is built on that principle.

Q: Is there an environmental concern with using AI?

A: AI data centres do consume significant energy, and it is a valid question. Conversational AI tools (ChatGPT, Claude) have a lower energy footprint per query than many people assume, comparable in scale to a Google search. Using AI to make fewer, better purchases arguably offsets its own footprint if it reduces impulse buying and garment waste. We think the net impact is positive, but we acknowledge it is not zero.

Q: Will this workshop encourage me to buy more?

A: The opposite. A core outcome of the workshop is a Personal Style Operating System that acts as a filter for every future purchase. When you know exactly what works for you, you stop buying what does not. Our intention is to help you build a wardrobe that works, not a bigger one.


Still have a question?

Email us at maureen@thebeautybrand.co.za and we will respond within two business days.

We look forward to having you in the room.

Maureen Grobler

The Beauty Brand

thebeautybrand.co.za

This document was last updated June 2026 and supersedes any previous version.