Translation Best Practices for Professionals for Fashion & Beauty

Translation Best Practices for Professionals in Fashion & Beauty

1. Source Term: The original English (or source language) term.

2. Target Term(s): The approved translation(s) in each target language.

3. Definition/Context: A brief explanation of the term's meaning within your brand's context. This is crucial for distinguishing between homonyms or terms with multiple meanings.

4. Part of Speech: Helps in correct grammatical usage.

5. Usage Notes: Any specific instructions, such as whether a term should always be capitalized, if it's a proprietary name that shouldn't be translated, or if there are specific nuances to its use. For example, "anti-aging" might be translated differently based on cultural sensitivities around aging.

6. Forbidden Terms: A list of terms to avoid, either because they are outdated, politically incorrect, or do not align with the brand’s image. Maintaining this glossary is an ongoing process. It should be updated regularly with new product names, seasonal collections, and evolving industry jargon. Collaborative platforms can be used for this, allowing marketing teams, product developers, and translators to contribute and access the latest version. This ensures that when a new campaign launches, the terms used to describe a "satin finish" lipstick or a "vegan leather" handbag are consistent across all translated materials, whether for e-commerce platforms or social media. The style guide, on the other hand, provides guidelines on the overall tone, voice, grammar, and formatting preferences for your brand's written communication. It’s the instruction manual for how your brand "speaks." Key elements of a fashion and beauty style guide should include:

• Brand Voice & Tone: Detailed descriptions and examples of the desired tone – luxurious, playful, scientific, minimalist, bold, etc. This helps translators maintain the correct emotional resonance.
• Target Audience Profile: Who are you speaking to? Millennials, Gen Z, luxury consumers, budget shoppers? This influences formality and vocabulary.
• Formatting Rules: Specifies preferences for punctuation (e.g., Oxford comma usage), capitalization, date formats, measurement units (e.g., metric vs. imperial, Fahrenheit vs. Celsius), and currency symbols.
• Grammar & Syntax: Any specific grammatical preferences or rules, especially for languages with complex structures.
• Product Naming Conventions: How new products should be named and described across languages. Should names be localized or kept in the original language?
• Legal & Regulatory Compliance: Guidelines for disclaimers, ingredient lists, and claims that must adhere to local regulations in different markets. This is particularly important for beauty products where clinical claims or ingredient sourcing can be highly regulated.
• Examples of Good & Bad Translations: Illustrative cases to guide translators on preferred approaches and common pitfalls. Developing these resources initially requires an investment of time and effort from internal teams – marketing, brand, sales, legal, and product development. However, the return on investment is significant. They accelerate the translation process, reduce the need for revisions, improve quality, and most importantly, ensure that your brand's message is conveyed consistently and authentically across all languages and cultures. For remote professionals coordinating international projects, these guides are indispensable tools for maintaining control and quality, regardless of where team members are located, perhaps working remotely from Bali or Mexico City. ## The Role of Cultural Adaptation (Localization) In fashion and beauty, straight translation is rarely enough. Cultural adaptation, or localization, is the process of adjusting content to make it culturally appropriate and relevant for a specific target market. It goes beyond mere language conversion, considering every element that could affect how a message is received, from imagery and color palettes to marketing campaigns and product names. Ignoring localization is a common pitfall that can lead to cultural misunderstandings, reduced engagement, or even brand damage. Consider imagery. A campaign featuring models with a certain body type or skin tone might be highly successful in one market but alienating in another. For example, beauty standards vary globally. In some cultures, lighter skin tones are glorified, while in others, darker, sun-kissed skin is preferred. Advertising for skin-lightening products, ubiquitous in parts of Asia, might be viewed as controversial or offensive in Western markets due to associations with colonial history or promotion of unattainable beauty ideals. Therefore, choosing appropriate models, settings, and visual narratives is paramount. A global brand might need to shoot entirely different campaigns for different regions or at least carefully curate existing content to suit local sensitivities. Color symbolism is another often-overlooked aspect. As mentioned earlier, colors carry profound cultural meanings. White, symbolizing purity and weddings in many Western cultures, is associated with mourning in parts of Asia. Green can signify nature and freshness in some contexts but can be linked to jealousy or illness in others. A fashion collection featuring a dominant color might need careful marketing adjustments when introduced to a market where that color has negative connotations. For instance, a beauty product packaged predominantly in black might convey luxury in some markets, but death or negativity in others, requiring a redesign or a very different marketing approach. Product names and taglines are especially prone to localization challenges. A catchy product name in English might be difficult to pronounce, sound awkward, or even be offensive when directly translated into another language. Brands like "Pee Cola" (Ghana) or "Ayds" diet candy (US, 1970s) are classic examples of naming failures that could have been avoided with proper linguistic pre-screening and cultural review. Consider also names that don't translate well phonetically or have unintended meanings. Therefore, transcreation – a process where the core message is recreated, not just translated, to resonate with the target audience – is often needed for slogans and brand names. This ensures the emotional impact and creative intent of the original copy are preserved, even if the literal words change drastically. Marketing campaigns require significant cultural adaptation. Humor, for example, is highly culture-specific. A joke that lands perfectly in one country might be met with silence or confusion in another. Endorsements from celebrities or influencers must also be localized. A celebrity popular in South Korea might have no recognition or appeal in Brazil. Remote teams managing global social media strategies from Bangkok often face these challenges, requiring deep local market understanding when scheduling content and engaging with audiences across different time zones and cultural landscapes. Furthermore, legal and regulatory frameworks for product claims and ingredient labeling vary considerably. What is permissible to claim about the effectiveness of a skincare product in the EU might be restricted in the US or Japan, and vice versa. Ingredient lists must often be translated and formatted according to local standards. Ignoring these regulations can lead to fines, product recalls, or outright market entry failure. Dietary and ethical considerations (e.g., vegan, halal, organic certifications) are also crucial in the beauty industry and require careful localization when marketing. Effective localization requires collaboration between linguists, cultural experts, and local marketing teams. It implies performing thorough market research, conducting cultural reviews of all content, and iteratively refining messaging based on local feedback. By embracing cultural adaptation, fashion and beauty brands can move beyond simply communicating to truly connecting with diverse global consumers, building stronger relationships and expanding their market footprint. This proactive approach to localization is invaluable for any remote professional striving for global impact. ## Selecting the Right Translation Partners The success of your fashion and beauty translation efforts hinges significantly on choosing the right translation partners. This isn't just about finding someone who speaks the language; it’s about identifying linguists and agencies who possess a specialized skill set tailored to the unique demands of these industries. A generalist translator, no matter how proficient, will likely struggle to capture the nuance, tone, and specific terminology required. Here's what to look for when selecting your translation partners: 1. Industry Expertise: This is non-negotiable. Your translators should have proven experience in either fashion or beauty, or ideally both. They should be intimately familiar with industry jargon, current trends, and the target market's specific aesthetic preferences. Ask for their portfolio, specifically showcasing work for similar brands or product categories. A translator who understands the difference between 'crepe' and 'chiffon', or between 'serum' and 'essence', is far more valuable than one who doesn't. They should also be aware of the ethical considerations around claims in beauty, such as avoiding exaggerated promises, and the current conversations around sustainability in fashion. Many excellent freelancers specialize in these exact niches, making them ideal remote partners, wherever they may operate from, be it Paris or Seoul. 2. Native Speakers with In-Country Knowledge: For optimal cultural resonance, always prioritize native speakers of your target language who reside in the target country. This "in-country" presence ensures they are continually exposed to local idioms, slang, evolving trends, and cultural sensitivities. They can pick up on nuances that someone living abroad for a long time might miss. This is crucial for avoiding awkward phrases or outdated expressions that could make your brand seem out of touch. 3. Creative Writing and Marketing Acumen: Fashion and beauty content is often persuasive and evocative. Therefore, your translation partner should possess creative writing skills and an understanding of marketing principles. They should be able to "transcreate" – adapting messages creatively to elicit the same emotional response in the target language as the original, rather than just translating word-for-word. This means they are not just translators but also copywriters in the target language. Ask for examples of transcreated marketing copy or taglines. 4. Technological Proficiency: Modern translation often involves using Computer-Assisted Translation (CAT) tools, Translation Memory (TM), and Terminology Management Systems. Your partners should be proficient in using these tools. CAT tools help ensure consistency and efficiency. Translation Memory stores previously translated segments, which helps maintain consistency across projects and reduces costs over time. Terminology Management Systems (as discussed earlier) help enforce glossary compliance. Investing in partners who use these tools will result in higher quality, faster turnaround times, and cost savings in the long run. 5. Quality Assurance Processes: Inquire about their internal quality control processes. Do they have a second linguist review the translation (editing and proofreading)? How do they incorporate client feedback? A QA process is essential for catching errors and ensuring the final translation meets high standards. 6. Confidentiality and Data Security: Fashion and beauty brands often deal with highly sensitive information, such as upcoming collections, new product formulations, or unreleased marketing campaigns. Ensure your translation partner has strict confidentiality agreements in place and adheres to data security best practices (e.g., GDPR compliance if working with European markets). 7. Scalability and Responsiveness: Consider your future needs. Can the partner handle increased volumes during peak seasons (e.g., fashion weeks, holiday sales)? Are they responsive to urgent requests? A reliable partner will be able to adapt to your evolving project demands. 8. Communication and Collaboration: Look for partners who are excellent communicators, transparent about their processes, and willing to collaborate closely with your internal teams. They should be seen as an extension of your marketing or content team, not just a service provider. Regular check-ins and feedback loops are vital. When vetting potential partners, don't rely solely on their claims. Request samples, conduct small pilot projects, and ask for references. Provide them with your style guide and glossary (or ask them to help create one) from the outset. For a digital nomad managing projects from anywhere in the world, like a vibrant cafe in Ho Chi Minh City or a quiet beach town in Costa Brava, finding the right translation partner is key to maintaining control and ensuring brand integrity across borders. A strong partnership is an investment that pays dividends in global market success. For more insights on working with remote teams, check out our guide on Maximizing Productivity in Distributed Teams. ## Leveraging Translation Technology Effectively In the fast-paced world of fashion and beauty, efficiency and consistency are highly prized. While human linguists are indispensable for quality, translation technology plays a crucial supporting role, enhancing productivity, ensuring accuracy, and reducing costs. Understanding and effectively leveraging these tools is a crucial best practice for any professional in this field. 1. Computer-Assisted Translation (CAT) Tools: CAT tools like Trados Studio, MemoQ, Wordfast, and Memsource are not to be confused with machine translation. Instead, they are software environments that help human translators work more efficiently. They typically feature: Translation Memory (TM): As discussed, TM stores every translated sentence segment. When the same or a similar segment appears again, the TM suggests the previous translation, ensuring consistency across documents and reducing translation time and cost. For fashion and beauty brands with recurring product descriptions or seasonal campaigns, TMs are invaluable. Imagine translating "Hydrating Facial Serum" or "Organic Cotton T-shirt" hundreds of times across different product categories; TM ensures it's always translated the same way. Term Bases (TB) / Glossaries: Integrated into CAT tools, term bases automatically flag terms from your approved glossary, prompting the translator to use the correct translation. This enforces terminology consistency effortlessly. Quality Assurance (QA) Checks: CAT tools have built-in QA functions that can detect errors like untranslated segments, inconsistent terminology, formatting issues, or numerical discrepancies. Project Management Features: Many CAT tools include features for managing translation projects, assigning tasks, and tracking progress, which is beneficial for remote project managers coordinating multiple language ventures from locations like Buenos Aires or Cape Town. 2. Machine Translation (MT) and Post-Editing (MTPE): While raw machine translation (like Google Translate) is generally unsuitable for high-stakes fashion and beauty content due to its lack of nuance and cultural understanding, Machine Translation Post-Editing (MTPE) offers a viable solution for certain content types. In MTPE, a machine first translates the text, and then a human linguist reviews, corrects, and refines the output to achieve publication-ready quality. When to Use MTPE: It can be very effective for large volumes of repetitive, low-creative content, such as internal documentation, technical specifications (e.g., fabric compositions, detailed ingredient lists), user-generated content (reviews), or initial drafts of marketing copy that will undergo heavy human editing. When to Avoid MTPE: For highly creative, brand-sensitive, or emotionally evocative content like advertising slogans, brand manifestos, high-end editorial, or poetic product descriptions, pure human translation or transcreation is almost always preferred. The cost savings of MT are not worth the potential damage to brand image if the nuance is lost. Custom MT Engines: Some advanced MT solutions allow for custom training using your existing translated content (TMs, glossaries). This trains the MT engine to mimic your brand's style and terminology, improving the initial MT output significantly and making post-editing more efficient. 3. Translation Management Systems (TMS): A TMS is a centralized platform that automates and manages the entire translation workflow. It integrates with CAT tools, TMs, and glossaries, streamlining project creation, vendor management, file exchange, and billing. Benefits for Fashion and Beauty: For brands with a continuous flow of content across many languages, a TMS acts as a single source of truth for all translation assets. It ensures that content from your e-commerce platform, CMS, or marketing automation system can be seamlessly sent for translation and returned, reducing manual effort and potential errors. This is particularly useful for omnichannel retail, where consistency across a website, app, social media, and physical store signage is crucial. Integration: Many TMS platforms offer connectors for popular e-commerce platforms (like Shopify, Magento), content management systems (WordPress, AEM), and even marketing automation tools, making the translation process an integral part of content deployment. 4. Quality Assurance (QA) Software: Beyond the basic QA in CAT tools, dedicated QA software can perform more checks, identifying issues such as incorrect number formats, missing tags, or non-compliance with brand-specific rules. These tools act as a final safety net before publication. Implementing translation technology requires an initial investment in software or platform subscriptions, and training for your internal team and translation partners. However, the long-term benefits in terms of cost savings, speed to market, consistency, and overall quality make it an indispensable part of a modern translation strategy. For remote professionals managing global content, leveraging these technologies allows for greater control, better collaboration, and the ability to scale operations efficiently, whether you're working on a short-term project or a long-term role, offering a variety of remote jobs. ## Legal and Regulatory Compliance in Beauty & Fashion Navigating the legal and regulatory is a critical, yet often underestimated, aspect of global fashion and beauty commerce. What might be permissible in one country can be strictly forbidden or require specific disclosures in another. Non-compliance can lead to severe penalties, including fines, product recalls, import restrictions, and significant damage to brand reputation. For digital nomads and remote professionals responsible for international market entry or product launches, understanding these differences is paramount. 1. Ingredient Listings and Cosmetic Claims: The beauty industry is heavily regulated, particularly concerning ingredient transparency and product claims. INCI Nomenclature: Most countries, including the EU, the US, and many Asian markets, require cosmetic ingredients to be listed using the International Nomenclature of Cosmetic Ingredients (INCI) system. Translators must be familiar with this standardized nomenclature and ensure its correct application in all target languages. Incorrect INCI translation can lead to consumer confusion or regulatory non-compliance. Allergen Labeling: Specific allergens (e.g., certain fragrances) might require explicit declaration in the ingredient list, even if not in the INCI name itself. The list of reportable allergens varies by region (e.g., EU vs. US). Product Claims (e.g., "anti-aging," "hypoallergenic," "organic," "clean beauty"): The rules surrounding what can be claimed about a product's efficacy are incredibly strict and regionally diverse. For instance, the term "natural" lacks a universally accepted legal definition, leading to different regulatory interpretations. Claims about "clinical results" typically require scientific substantiation, and the evidence standard can vary. Example: In the EU, cosmetic advertising must avoid claims that are misleading or suggest properties that products do not possess. Certain "medical" claims are strictly forbidden for cosmetics. In the US, the FDA also has stringent rules about claims that classify a product as a drug rather than a cosmetic. Warnings and Instructions for Use: These must be accurately translated and culturally adapted to ensure consumer safety. This includes expiration dates, patch test instructions, and warnings about potential side effects or contraindications. 2. Textile Labeling and Material Composition: The fashion industry also faces specific labeling regulations. Fiber Content: Regulations in most countries mandate that garments carry labels clearly stating their fiber composition (e.g., 100% cotton, 60% polyester/40% wool). The terminology for these fibers must be accurately translated according to the standards of the target market. Care Instructions: Internationally recognized care symbols (e.g., for washing, drying, ironing) are commonly used, but accompanying text instructions may also be required and must be translated precisely. Country of Origin: Often required by law, the "Made In…" label needs accurate translation. This can influence consumer perception and import duties. * Flammability Standards: Certain textile products, particularly children's wear or sleepwear, are subject to flammability standards that require specific labels or warnings. 3. Ethical Sourcing and Sustainability Claims: With growing consumer concern for ethical production and sustainability, claims about fair trade, organic certification, vegan products, or recycled materials are becoming highly regulated. Misleading "greenwashing" claims can lead to consumer backlash and legal challenges. Translators must accurately convey these claims while ensuring they comply with local legal definitions and certifications. For remote professionals working on sustainability initiatives, understanding these nuances is critical. 4. Intellectual Property and Copyright: Brand names, logos, designs, and marketing copy are often protected by intellectual property laws. When localizing content, ensuring that translated materials do not infringe on existing trademarks or copyrights in the target market is essential. This sometimes means adapting brand names or slogans if a direct translation conflicts with an existing local entity. 5. Data Privacy (GDPR, CCPA, etc.): While not directly translation-related, any digital nomad working in e-commerce or digital marketing for fashion and beauty must be aware of data privacy regulations. Translated privacy policies, terms and conditions, and cookie consent forms must accurately reflect these laws in each operating region. A mistranslated privacy clause could have serious legal repercussions. For example, any remote role involving data management requires careful attention to these international legal requirements. To ensure compliance, it’s crucial to:
• Consult Legal Counsel: Always seek advice from legal experts specializing in consumer law and industry regulations in each target market.
• Work with Specialized Translators: Choose linguists who are not only skilled in fashion/beauty but also have experience with regulatory content and understand the legal terminology.
• Maintain a Regulatory Glossary: Create a specific glossary for legal and regulatory terms, including accepted translations for disclaimers, certifications, and warnings.
• Stay Updated: Regulations are constantly evolving. Establish a process for monitoring changes in relevant laws across your target markets.
• Proofread by Local Experts: Have translated legal and regulatory texts reviewed by in-country legal professionals or subject matter experts. By taking a proactive approach to legal and regulatory compliance, fashion and beauty brands can confidently expand into new markets, protecting their reputation and ensuring consumer trust. This requires a diligent and informed approach, which is a hallmark of successful remote global operations. ## Translating for Different Channels: E-commerce, Social Media, and Print The medium is often as important as the message, especially in fashion and beauty. Content translated for a glossy magazine spread will differ significantly from a concise Instagram caption or a detailed e-commerce product page. Adapting translation style and strategy for each specific channel is a critical best practice. ### E-commerce Websites and Product Descriptions: E-commerce is the bedrock of global fashion and beauty sales. Effective translation here is directly linked to conversion rates.
• Keywords and SEO: This is paramount. Product titles and descriptions must be translated not just linguistically but also optimized with relevant local keywords. A potential customer in Germany might use different search terms for a "facial cleanser" than someone in Japan. Translators should ideally have SEO awareness or collaborate closely with local SEO specialists. Researching local search trends is essential for product discoverability. Check out our guide on SEO for Digital Nomads for more tips.
• Clarity and Detail: Product descriptions need to be clear, concise, and informative. This includes accurate translation of features, benefits, materials, ingredients, sizing (with local equivalents where applicable, e.g., US dress size vs. European), and specific instructions for use. Ambiguity leads to confusion and returns.
• Trust and Authority: For beauty products, details about scientific claims, certifications (e.g., dermatologically tested, vegan, cruelty-free), and origin stories must be conveyed accurately to build consumer trust.
• Call-to-Action (CTA): CTAs like "Add to Cart," "Shop Now," or "Discover More" need to be translated to be natural and compelling in the target language.
• Localization of User Experience (UX): Beyond product descriptions, all elements of the e-commerce site – navigation menus, checkout process, FAQs, customer service responses – must be flawlessly translated to provide a and trustworthy shopping experience. Pricing and currency conversion (with exchange rates) are also crucial. ### Social Media Content: Social media demands highly engaging, concise, and often trending content.
• Brevity and Impact: Character limits often apply, and attention spans are short. Translations need to be punchy and capture attention immediately.
• Tone Alignment: Social media tone can vary greatly by brand and platform. A luxury brand on Instagram might maintain sophisticated language, while a youth-focused brand on TikTok might use slang and informal expressions. The translator must be adept at adopting the appropriate persona.
• Hashtags and Emojis: Relevant local hashtags are crucial for discoverability. Emojis, while seemingly universal, carry different connotations across cultures and must be chosen carefully to avoid misinterpretation.
• Cultural Relevance: Trending topics, holidays, and cultural events vary globally. Social media content often needs to be adapted or entirely re-created to align with local relevance. A campaign celebrating a certain holiday in one country might not resonate in another.
• User-Generated Content (UGC): Fashion and beauty thrives on UGC. Translating reviews, comments, and testimonials carefully maintains authenticity while making them accessible to global audiences.
• Influencer Marketing: Translated briefs for influencers must clearly convey brand messaging and campaign objectives, ensuring they are accurately represented in their local language content. ### Print Media (Magazines, Catalogs, Advertisements): Print materials, especially in luxury fashion and high-end beauty, demand artistic and creative translations.
• Transcreation: Often essential for headlines, taglines, and editorial pieces. The goal is to evoke the same emotional response and artistic flair as the original, even if it means departing significantly from a literal translation. The focus is on creative adaptation rather than direct conversion.
• Layout and Design Considerations: Translated text can be longer or shorter than the original, potentially affecting design and layout. Effective print translation considers these spatial constraints and works with designers to ensure the final product is aesthetically pleasing and readable. This might involve concise wording or adjusting font sizes.
• "Luxury" Language: For high-end brands, the language must be refined, evocative, and culturally appropriate for conveying exclusivity and prestige. Slang or overly casual language would be detrimental.
• Brand Storytelling: Print allows for more in-depth brand storytelling. Translations must preserve the narrative, passion, and unique selling propositions of the brand.
• Proofreading: Due to the permanence and cost of print, meticulous proofreading by at least two native speakers is absolutely non-negotiable before going to press. For a digital nomad managing cross-channel campaigns, perhaps working from a bustling café in Tokyo or a quiet retreat in Porto, orchestrating these nuanced translation approaches is key. It requires clear communication with translation partners, providing specific guidelines for each channel, and understanding how content behaves differently across platforms. A unified brand message, delivered through channel-appropriate translations, establishes authenticity and boosts engagement across all customer touchpoints. This is part of the extensive knowledge needed for remote marketing jobs. ## Quality Assurance and Review Processes Translating fashion and beauty content demands meticulous attention to detail to ensure accuracy, cultural appropriateness, and brand consistency. Therefore, a Quality Assurance (QA) and review process is not a luxury but a necessity. It acts as the final safeguard before content goes live, catching errors that could otherwise damage brand reputation or lead to financial losses. A typical QA and review process should include several stages: 1. Initial Translation (Linguist 1): The primary translator, ideally a subject-matter expert and native speaker of the target language, translates the content using approved glossaries and style guides. They are responsible for linguistic accuracy, cultural sensitivity, and tone. 2. Editing (Linguist 2): After the initial translation, a second independent linguist (also a native speaker and subject-matter expert) reviews the entire translation. This editor checks for: Accuracy: Does the translation faithfully convey the meaning of the source text? Are there any mistranslations or omissions? Grammar, Spelling, and Punctuation: Are there any linguistic errors? Style and Tone: Does the translation adhere to the brand's style guide and approved tone of voice? Does it resonate with the target audience? Consistency: Is terminology used consistently throughout the text and across different projects, adhering to the term base? Fluency and Naturalness: Does the translated text read naturally in the target language? Does it sound like an original piece of content rather than a translation? This is especially critical for creative content in fashion and beauty. Completeness: Are all segments translated? 3. Proofreading (Linguist 3 or Editor): This is a final check for minor errors—typos, missing punctuation, formatting issues, or layout problems—that might have been introduced during editing or not caught earlier. Sometimes, this can be done by the editor, but a fresh pair of eyes often helps. For print materials, this stage is often called "desktop publishing (DTP) proofreading" to ensure the translated text fits the allocated space within the design and looks visually appealing. 4. Client Review / In-Country Review (ICR): This is perhaps the most critical step for fashion and beauty. An in-country reviewer (ICR) – ideally a native-speaking marketing manager, product specialist, or distributor from your target market – reviews the translated content. Why it's crucial: The ICR provides a final check for cultural appropriateness, local market relevance, and alignment with current marketing strategies. They can identify nuances that even professional linguists might miss, such as recently trending slang, regional preferences, or subtle cultural faux pas. For example, a beauty product description might be linguistically correct but an ICR might suggest a different phrasing to evoke stronger desire based on local consumer psychology. Feedback Integration: A structured workflow for integrating ICR feedback is essential. The translation provider should facilitate this, ensuring the feedback is understood, applied correctly, and, if necessary, discussed with the original linguists for contextualization. 5. Technical/Regulatory Review (as applicable): For beauty product ingredient lists, safety warnings, or specific fashion claims (e.