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But should you? The build vs. buy debate in localization","build-vs-buy-in-localization-you-can-build-things-but-should-you","2026-05-25T08:43:00.000+02:00","https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2026\u002F05\u002Flocalazy-Vibe-coding.png",[1844,1845,1849],{"id":314,"created_on":1828,"status":5,"label":1830,"slug":1831,"on_index_page":230},{"id":1846,"created_on":1828,"status":5,"label":1847,"slug":1848,"on_index_page":229},646,"Business Development","business-development",{"id":278,"created_on":1828,"status":5,"label":1384,"slug":1833,"on_index_page":230},[],{"post":1852,"relatedPosts":2144,"banner":2196},{"id":1853,"owner":1854,"created_by":10,"sort":10,"title":1855,"slug":1856,"modified_on":1857,"created_on":1858,"pinned":230,"badge":10,"priority":1824,"main_image":1859,"status":5,"tags":1860,"dictionary":1868,"reading_time":15,"excerpt":2039,"og_title":194,"og_description":194,"og_image":194,"content":2040,"meta_title":194,"meta_description":194,"canonical":194,"cta":2041,"fullGhostPost":2049},"6953a75663350c0001d6289c",{"id":1817,"first_name":1818,"last_name":194,"slug":1819,"avatar":1820},"A practical guide to translating with Localazy AI","a-practical-guide-to-translating-with-localazy-ai","2026-02-25T10:15:58.000+01:00","2025-12-30T17:08:51.000+01:00","https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FLocalazy-AI-in-practice.png",[1861,1862,1865],{"id":314,"created_on":1828,"status":5,"label":1830,"slug":1831,"on_index_page":230},{"id":278,"created_on":1828,"status":5,"label":1863,"slug":1864,"on_index_page":229},"Automated Localization","automated-localization",{"id":278,"created_on":1828,"status":5,"label":1866,"slug":1867,"on_index_page":229},"Guide","guide",[1869,1882,1911,1916,1938,1958,1980,1990,2001,2014,2026],{"id":1870,"status":5,"owner":1871,"created_on":1872,"title":1873,"excerpt":1874,"content":1875,"slug":1876,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":1877},169,"d8c4ae49-7239-4b85-abb6-d1fa80ba09ad","2024-07-11T05:52:24.000Z","AI-powered translation","A type of automated translation that leverages artificial intelligence and machine learning technologies to automatically translate content from one language to another.","This approach enhances the speed and accuracy of translations by continuously learning and improving from large datasets.\n\n**AI-powered translation** is a subset of [Machine Translation](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fmachine-translation) closely related to [neural networks](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fneural-machine-translation\u002F \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fneural-machine-translation\u002F\") that has evolved significantly with the advancements in AI. These technologies are crucial in handling large volumes of text quickly and efficiently, making them indispensable in modern translation workflows.\n\n> *For the latest insights and developments in AI-powered translation, explore our [AI-related blog articles](https:\u002F\u002Flocalazy.com\u002Ftags\u002Fai).*","ai-powered-translation",[1878,1879],{"id":71,"slug":1469},{"id":1880,"slug":1881},189,"neural-machine-translation",{"id":1102,"status":5,"owner":1883,"created_on":1884,"title":1885,"excerpt":1886,"content":1887,"slug":1888,"meta_title":1885,"meta_description":194,"canonical":194,"related_terms":1889},"2bac48a8-b362-482f-b574-3bc71dca4c5b","2022-03-17T12:22:55.000Z","Continuous Integration (CI)","Continuous integration (CI) is a way for developers to work together by combining their changes often to avoid problems later.","Continuous integration (CI) is a practice in software development where developers frequently combine, or \"merge,\" their work into a shared codebase, usually several times a day. This helps catch mistakes early and keeps the code working smoothly. When developers don't merge their work often, it can lead to \"integration hell,\" where fixing code conflicts takes more time and effort than writing the code itself. CI makes teamwork easier for developers and keeps projects manageable and on track.","continuous-integration",[1890,1892,1894,1896,1899,1902,1905,1908],{"id":278,"slug":1891},"externalized-string",{"id":701,"slug":1893},"intellij-idea",{"id":603,"slug":1895},"integrated-development-kit-ide",{"id":1897,"slug":1898},203,"no-code",{"id":1900,"slug":1901},219,"platform-engineering",{"id":1903,"slug":1904},220,"internal-developer-portal",{"id":1906,"slug":1907},221,"developer-onboarding-experience",{"id":1909,"slug":1910},222,"gitops",{"id":314,"status":5,"owner":1883,"created_on":1884,"title":1912,"excerpt":1913,"content":1914,"slug":1415,"meta_title":10,"meta_description":10,"canonical":10,"related_terms":1915},"Glossary","The Localazy Glossary is an essential tool for ensuring high-quality translations and providing context for translators. ","Glossary is a dataset of \"hardwired\" translations that ensure consistent use of specific terms in various languages. Nothing is worse in translation than an inconsistent translation. A glossary makes you sure that even huge translation projects across many contributors keep the vocabulary consistent, which improves overall quality but also will decrease learning curve difficulty for new contributors, saving your money at the end of the day. Glossary is essential when technical terms and more complicated language concepts occur.\n\nLearn how to use the Glossary by following our [step-by-step tutorial.](\u002Fdocs\u002Fgeneral\u002Fhow-to-define-your-glossary)",[],{"id":1917,"status":5,"owner":1918,"created_on":1919,"title":1920,"excerpt":1921,"content":1922,"slug":1923,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":1924},185,"ceebb166-1990-467a-a514-56e71dfcf7a4","2026-05-12T07:09:23.000Z","Large Language Model (LLM)","A neural network that has absorbed and analyzed vast amounts of data and can produce text based on them.","A Large Language Model (LLM) is nothing but a type of Artificial Intelligence (AI) designed to understand and generate human language. These models are trained on vast amounts of text data and utilize machine learning techniques to perform a variety of language-related tasks by synthesizing information and answering to queries.\n\nLLMs are essential in Natural Language Processing (NLP) projects as they help in automating tasks such as text generation, translation, summarization, and more. Each LLM typically represents a sophisticated algorithm capable of producing human-like text based on the patterns it has learned from the training data.\n\n## 🤖 Key points about LLMs: \n\n* Some of the most well-known LLMs include OpenAI's GPT-4, Google's Gemini, and Facebook's RoBERTa.\n* LLMs are used in chatbots, virtual assistants, content creation, and language translation tools.\n* The effectiveness of an LLM depends on the quality and diversity of the text data it has been trained on.\n* The performance of LLMs is measured by their ability to generate coherent, contextually relevant, and grammatically correct text among others.\n* The development and deployment of LLMs raise ethical concerns related to bias, misinformation, and the impact on employment.\n\nUnlike basic language processing tools, LLMs are supposed to understand context, generate nuanced responses, and perform a variety of complex language tasks. Technologies like [Human-Assisted Machine Translation (HAMT)](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fhuman-assisted-mt) often integrate LLMs to achieve higher quality and more natural results.\n\n> *Learn more about LLMs and what they are able to do in the translation realm [in our blog](https:\u002F\u002Flocalazy.com\u002Ftags\u002Fai\u002F \"https:\u002F\u002Flocalazy.com\u002Ftags\u002Fai\u002F\").*","llm",[1925,1926,1929,1932,1935],{"id":1870,"slug":1876},{"id":1927,"slug":1928},293,"natural-language-processing-nlp",{"id":1930,"slug":1931},304,"language-modeling",{"id":1933,"slug":1934},439,"tiny-language-model-tlm",{"id":1936,"slug":1937},440,"small-language-model-slm",{"id":1939,"status":5,"owner":1940,"created_on":1941,"title":1942,"excerpt":1943,"content":1944,"slug":1945,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":1946},338,"a5e46ee7-1f50-4f81-ae2d-68a664c76aa2","2025-07-28T16:18:30.000Z","Localization automation","The practice of using software to perform routine localization tasks with minimal human input.","Localization automation is the process of replacing repetitive manual steps in localization with automated workflows. This includes tasks like detecting updated text, managing string files, applying pre-translation via MT, or delivering localized content back into the product or platform.\n\nAutomated systems can connect directly to code repositories, CMS platforms, or design tools to track changes and move content through the translation pipeline. Tasks that typically require developer time, like preparing files or formatting output are handled by the automation system.\n\nThis approach helps teams avoid delays, reduce the risk of human error, and keep multilingual versions of a product aligned with the main release. It's especially useful for fast-moving teams with frequent updates or large content volumes.\n\n#### ⚙️ What can be automated in localization?\n\n* Scanning for new or changed strings in code or content\n* Pushing strings into translation workflows\n* Applying machine translation as a first step\n* Syncing files with Git or cloud storage\n* Running formatting and quality checks\n* Delivering translated content back to the source\n\nWhen used correctly, localization automation helps teams stay consistent across languages and speeds up updates without sacrificing control or quality. \n\n> *Localazy was built to make the localization process as fast as possible. [Watch our colleague](https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FCswHVspaFQI?si=aN7yZJHvRuH4akww) Petr demonstrate how you can get started with [Automations](https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fautomations\u002F), one of our core features, to start automating your localization process. Specific workflow examples available [here](https:\u002F\u002Flocalazy.com\u002Ftags\u002Fautomations \"https:\u002F\u002Flocalazy.com\u002Ftags\u002Fautomations\").*","localization-automation",[1947,1949,1952,1953,1955],{"id":1363,"slug":1948},"gradle",{"id":1950,"slug":1951},98,"bitrise",{"id":1909,"slug":1910},{"id":1954,"slug":352},284,{"id":1956,"slug":1957},318,"agentic-workflows",{"id":1959,"status":5,"owner":1940,"created_on":1960,"title":1961,"excerpt":1962,"content":1963,"slug":1964,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":1965},433,"2026-05-12T07:09:27.000Z","Localization reasoning","A preparation phase inside Localazy focused on collecting and processing contextual information before translation in order to deliver more accurate results.","Localization reasoning is Localazy's AI-powered preparation phase that occurs before actual translation. \n\nThis multi-step AI preparation process collects context, analyzes usage patterns and cultural nuances, and plans optimal translation approaches, all before any actual translation occurs. This contextual intelligence ensures translations preserve meaning, brand voice, and cultural appropriateness rather than providing simple word-for-word substitutions.\n\n## ➡️ Steps of the localization reasoning process\n\nRather than directly translating text, the system first engages in a multi-step thinking process that:\n\n1. **Collects context** from your product, brand guidelines, previous translations, terminology databases, and other available sources\n2. **Processes and analyzes** how texts are used, what rules apply, and what contextual and cultural nuances must be considered\n3. **Plans the optimal approach** for producing accurate translations for each text\n\nThis reasoning methodology ensures translations aren't just word-for-word substitutions, but contextually intelligent outputs that preserve meaning, brand voice, and cultural appropriateness. \n\nAfter this preparation phase, actual translations are generated using the contextual intelligence gathered during reasoning, followed by automatic post-editing and quality assurance, all informed by the initial reasoning steps.\n\n## 💡 Why is localization reasoning important? \n\nJust as human translators need context to work effectively, AI translation requires thorough contextual understanding to deliver quality results. Localization reasoning is what separates sophisticated, context-aware AI translation from simple text replacement.\n\n> *Read more about [Localazy AI](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Flocalazy-ai).*","localization-reasoning",[1966,1969,1970,1973,1976,1977],{"id":1967,"slug":1968},292,"quality-estimation",{"id":1870,"slug":1876},{"id":1971,"slug":1972},297,"ai-agent",{"id":1974,"slug":1975},306,"localization-quality-assurance",{"id":1956,"slug":1957},{"id":1978,"slug":1979},420,"TODO",{"id":1055,"status":5,"owner":1883,"created_on":1884,"title":1981,"excerpt":1982,"content":1983,"slug":1984,"meta_title":10,"meta_description":10,"canonical":10,"related_terms":1985},"MTPE (Machine Translation Post-Editing)","MTPE stands for Machine Translation Post-Editing. ","MTPE is the process of making machine translations more accurate by human revision. Typically, this process is crucial to ensure accurate translations of highly specialized texts which can't be translated convincingly by MT alone.\n\n> MTPE is also one of the services provided by the Localazy [Continuous Localization Team](\u002Fdocs\u002Fgeneral\u002Fcontinuous-localization-team#virtual-translator). \n\nBy utilizing this approach, you can get more texts translated faster and with a standardized quality level. The advantage of MTPE in comparison with professional translator services is typically a more affordable price. ","mtpe-machine-translation-post-editing",[1986,1987,1988],{"id":45,"slug":1484},{"id":71,"slug":1469},{"id":580,"slug":1989},"maht",{"id":1991,"status":5,"owner":1940,"created_on":1992,"title":1993,"excerpt":1994,"content":1995,"slug":1996,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":1997},333,"2026-05-12T07:09:26.000Z","Pre-translation","AI-generated translations applied to source text before any human input.","Pre-translation refers to the process of automatically filling in translations using machine translation engines before a human translator begins work. It makes the localization process move faster by providing initial suggestions that can be reviewed, edited, or approved by a linguist or translation team.\n\nThis approach helps reduce the manual workload, especially for large-scale projects with recurring or similar content. Pre-translation works best when combined with a translation memory, glossaries, and context data, which help improve the quality of suggestions.\n\nAs localization workflows are made more scalable, pre-translation is used as a first step to increase efficiency. While not perfect, it often provides a useful baseline and speeds up time-to-market for multilingual content.\n\n### ⚙️ Benefits of pre-translation\n\n* Reduces the amount of manual translation work\n* Speeds up project timelines by filling in first-pass suggestions\n* Works well with repetition-heavy or templated content\n* Can be fine-tuned with custom engines or translation memory\n* Helps maintain consistency across similar strings or phrases\n\n### 🛠️ Localazy Pre-translate feature:\n\nLocalazy’s pre-translation feature lets you automatically fill in translations using [different machine translation services](https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation\u002F \"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation\u002F\"). It’s available during a 14-day free trial of the Business Plan, which activates when you sign up. During the trial, you can pre-translate up to 1,000 source keys. To get full access without limits, you’ll need to upgrade to the Professional plan or higher. This allows you to use MT pre-translation as part of your workflow at scale.\n\n> [*Compare our pricing plans*](https:\u002F\u002Flocalazy.com\u002Fcompare-plans) for a better overview of this and more features.","pre-translation",[1998,1999,2000],{"id":71,"slug":1469},{"id":314,"slug":1415},{"id":1870,"slug":1876},{"id":259,"status":5,"owner":1883,"created_on":1919,"title":2002,"excerpt":2003,"content":2004,"slug":2005,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":2006},"QA - Quality Assurance","The process of verifying that a localized product accurately delivers its intended functions to the end-user.","Quality assurance is the process of verifying that a product or service is up to standard and discovering whether it meets customer needs. Through the QA process, documentation is provided and tests are performed to detect differences between the original product being translated and its localized version. Information gleaned from these tests becomes a vital part of verifying that the released localized product can accurately deliver its intended function to the end-user.\n\nQuality assurance and testing are performed before any expensive product development actions are taken to avoid getting unpleasant surprises. To maintain high standards, it is good practice to involve quality assurance at all stages of the translation process by writing a quality plan, setting milestones, and testing.\n\n### 🔍 QA in localization\n\nQuality assurance in localization covers both functional checks and linguistic quality reviews. They make sure localized products are not only technically sound but also clear, consistent, and natural for the end user. Key areas of QA in localization include: \n\n* 🛠️ [**Localization QA**](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Flocalization-quality-assurance \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Flocalization-quality-assurance\") - Focuses on whether the product works as expected after translation. This involves checking layouts, placeholders, character encoding, and ensuring that translated text displays correctly without breaking the interface.\n\n\n* 📝 [**Linguistic QA (LQA)**](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Flinguistic-quality-assurance) - Evaluates the quality of the translation itself. It verifies that terminology matches the approved glossary, that the style aligns with project guidelines, and that the text is culturally appropriate and easy to read in the target language.\n\nThese two stages complement each other: localization QA is concerned with functionality, while LQA ensures readability and cultural accuracy. Together, they confirm that end users get the same experience in the localized product as in the original.\n\n### ➡️ How Localazy handles QA\n\nSome preventative QA measures for translation and localization in Localazy are:\n\n* Defining a [Glossary of terms](\u002Fdocs\u002Fgeneral\u002Fhow-to-define-your-glossary).\n* Uploading [Context Screenshots](\u002Fdocs\u002Fgeneral\u002Fscreenshots).\n* Appointing [trusted translators and reviewers](\u002Fdocs\u002Fgeneral\u002Fdefining-user-roles).\n* Translation & review interface with built-in checks for placeholders, missing tags, etc.\n\nTogether, these measures give teams a structured way to maintain quality while speeding up localization. By combining automation with human review, Localazy helps ensure that localized products are both accurate and reliable.\n\n> *Learn more about QA checks [in our docs](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fqa-checks\u002F).*","qa-quality-assurance",[2007,2008,2010,2013],{"id":20,"slug":1833},{"id":1163,"slug":2009},"continuous-improvement",{"id":2011,"slug":2012},282,"linguistic-quality-assurance",{"id":1974,"slug":1975},{"id":2015,"status":5,"owner":1940,"created_on":2016,"title":2017,"excerpt":2018,"content":2019,"slug":1440,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":2020},288,"2026-05-12T07:09:25.000Z","Style guide","A reference that helps maintain consistency in language, tone, and formatting across content. ","In localization, a style guide is a document that acts as a reference for translators and editors to keep materials clear and aligned with the brand’s voice. It includes information to keep language use, tone, and formatting consistent in translated content.\n\nIt helps translators navigate cultural differences, making sure that the message stays clear and relevant for each target market. A well-developed guide addresses language variations, local customs, and expectations, so content adapts to different cultures while maintaining its original meaning. \n\n### ✍️ How are style guides used?\n\n* They cover key elements like terminology (glossaries), grammar, punctuation, and visual style to maintain clarity and consistency across different languages.\n* Many industries or companies develop their own style guides to suit their specific needs.\n* Guides can focus on certain types of content, such as website copy, marketing materials, user manuals…\n* As content reaches new markets or refines its presence, a good guide ensures quality remains intact, especially in highly specialized or technical areas.\n\nWith the right localization tools, teams can easily apply these rules across languages, keeping the brand’s message consistent everywhere.\n\n### 💙 Style guides on Localazy\n\nLocalazy offers its own [style guide](https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fstyle-guide \"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fstyle-guide\") feature to define how your project should sound across languages.\n\nSetting it up is easy: head to **Context > Style guide** within your dashboard and fill in your project details, like project type, formality level, tone, industry, and brand voice. \n\nYou can also provide a domain URL and description so both AI and human translators can work with all the context they need. \n\nThe settings can be applied to different projects within your organization and are language-aware.\n\n> Learn more about the Style guide feature in [our documentation](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fstyle-guide \"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fstyle-guide\")",[2021,2022,2023],{"id":45,"slug":1484},{"id":314,"slug":1415},{"id":2024,"slug":2025},315,"context",{"id":71,"status":5,"owner":1883,"created_on":2027,"title":2028,"excerpt":2029,"content":2030,"slug":1469,"meta_title":194,"meta_description":194,"canonical":194,"related_terms":2031},"2026-05-12T07:09:22.000Z","Machine translation (MT)","The process of translating using computational linguistics.","A machine translation engine is a software tool that translates a text from one language to another without the help of human translators.\n\nMachine translation, also known as MT, is widely used as the first round of translations and is frequently very effective for short strings. However, it can produce unsatisfactory results when context knowledge is required, and thus, a human review is always advised.\n\n### 💬 Methods used in machine translation\n\nMachine translation engines recently experienced huge improvements related to the advanced use of neural networks, but they generally rely on these different methods:\n\n* [Statistical machine translation (SMT)](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fstatistical-machine-translation\u002F \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fstatistical-machine-translation\u002F\")\n* [Example-based machine translation (EBMT)](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fexample-based-machine-translation \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fexample-based-machine-translation\")\n* [Hybrid machine translation (HMT)](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fhybrid-machine-translation \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fhybrid-machine-translation\")\n* [Neural machine translation (NMT)](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fneural-machine-translation\u002F \"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fneural-machine-translation\u002F\")\n\nNeural machine translation (used by [AI-powered translation](https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fai-powered-translation) engines) is the most sophisticated type of instant translation today. It uses machine learning to improve its translation capabilities. As the engine translates more text with each request, the better results it produces with time by learning. Most instant translation services use this technology.\n\n### 🔍 What's the difference between HAMT and MAHT?\n\nWithin the realm of machine translation, it’s important to distinguish between **Human-Assisted Machine Translation (HAMT)** and **Machine-Assisted Human Translation (MAHT)**:\n\n* [**Human-Assisted Machine Translation (HAMT)**](\u002Fdictionary\u002Fhuman-assisted-mt): This process involves a human reviewing translations generated by machine translation (MT) engines. It is also known as MT plus post-editing and\u002For pre-editing. The machine handles the initial translation, which is then edited by a human to improve accuracy and context. This approach is useful for projects with repetitive content and where budget or time constraints are significant.\n* [**Machine-Assisted Human Translation (MAHT)**](\u002Fdictionary\u002Fmaht): In this method, human translators use computer software to aid their work. Translators receive machine translation suggestions, but they decide how to use them. This approach allows for high translation accuracy while benefiting from features like translation glossaries and memories, which enhance the efficiency and consistency of the translation process.\n\n### 🦾 MT engines available in Localazy \n\nLocalazy users can use the most popular and advanced [MT engines](https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation \"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation\") to translate their content:\n\n* Amazon Translate (available for free)\n* Google Translate\n* DeepL\n* Azure Translator\n* OpenAI (ChatGPT), with your own API key\n\n> *Users can unlock different engines depending on the plan they buy. See our [pricing](https:\u002F\u002Flocalazy.com\u002Fpricing) and [docs](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fadditional-mt-engines?srsltid=AfmBOoo--lURSBHDiHEoe3rYL3xSQHaZcTsl6kd7wwUYRGC-sGTTmG94 \"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fadditional-mt-engines?srsltid=AfmBOoo--lURSBHDiHEoe3rYL3xSQHaZcTsl6kd7wwUYRGC-sGTTmG94\") for more details.*\n\n### 📚 Additional resources:\n\n* [What is machine translation?](https:\u002F\u002Fwww.gala-global.org\u002Fwhat-machine-translation)\n* [History of machine translation](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FHistory_of_machine_translation)",[2032,2033,2034,2036],{"id":580,"slug":1989},{"id":1055,"slug":1984},{"id":984,"slug":2035},"deepl",{"id":2037,"slug":2038},136,"human-assisted-mt","Stop wrangling prompts and constantly debugging custom GPT integrations. The new Localazy AI is the result of months of research into what makes LLMs perform better when translating content. Read how to get the best results and translate your software with confidence that nothing breaks.","\u003Cp>What happens when you try to build a custom LLM integration for translating your strings? \u003C\u002Fp>\u003Cul>\u003Cli>You spend hours refining prompts with your glossary terms... only to have the model ignore half of them. \u003C\u002Fli>\u003Cli>Translation quality varies across batches because you're writing a new context prompt each time. \u003C\u002Fli>\u003Cli>You end up managing prompt engineering on top of localization, and the cost savings disappear when you factor in the time spent maintaining your integration. \u003C\u002Fli>\u003Cli>You're constantly looking out for mistakes and don't have an easy way to fine-tune the results later. \u003C\u002Fli>\u003C\u002Ful>\u003Cp>The solution doesn't lie in trying a different AI model when the results don't work as expected. \u003Cstrong>What makes the difference is the infrastructure built around it\u003C\u002Fstrong>. \u003C\u002Fp>\u003Cp>Our team \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fblog\u002Frelease-update-ai-translation-that-understands-your-audience\u002F\">has spent the past year \u003C\u002Fa>researching what makes AI a reliable companion in localization. Instead of immediately translating text like a direct API call to an LLM, \u003Cstrong>it reasons first\u003C\u002Fstrong>. Before touching a single word, \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fcontext\u002F\">it collects context from your project\u003C\u002Fa>, processes that data to understand your specific needs, and then plans the translation approach. And it is an integral part of the translation management platform, so you are always in control of the results and can intervene at any point.\u003C\u002Fp>\u003Cp>Read on to learn how to use \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flocalazy-ai\u002F\">Localazy AI\u003C\u002Fa> effectively as a part of your translation process.\u003C\u002Fp>\u003Ch2 id=\"context-is-still-king\">👑 Context is still king \u003Ca class=\"markdownit-header-anchor\" href=\"#context-is-still-king\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>The quality of translations depends on how well the translator understands the source text before they begin. Localazy AI is no different from a human in this regard — \u003Cstrong>both need context to increase the accuracy and quality\u003C\u002Fstrong> of the resulting translation. \u003C\u002Fp>\u003Cp>Localazy AI uses your glossary, style guide, key names, translation notes, comments, and previous translations to reason about what you're translating and how it should sound. Before you translate your strings using it, prepare at least the glossary and style guide to improve results. \u003C\u002Fp>\u003Ch3 id=\"start-with-a-glossary\">Start with a glossary \u003Ca class=\"markdownit-header-anchor\" href=\"#start-with-a-glossary\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Add your product-specific terms and how they should be translated in each language. But don't just list translations. Include descriptions that give the AI and humans a deeper context.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1160\" height=\"720\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 1160w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Glossary term in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>📝 What can you include? \u003Cstrong>Brand names, abbreviations, feature labels, or industry-specific terms\u003C\u002Fstrong>. The glossary lets you define these terms, whether they should be translated or kept as they are, and their target translations in multiple languages.\u003C\u002Fp>\u003Cp>The AI uses this information during its reasoning to avoid misinterpreting your terms and to maintain consistent translation.\u003C\u002Fp>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-blue\">\u003Cdiv class=\"kg-callout-emoji\">📚\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">Learn more about the \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fglossary\">Glossary\u003C\u002Fa>\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Ch3 id=\"add-a-project-style-guide\">Add a project style guide \u003Ca class=\"markdownit-header-anchor\" href=\"#add-a-project-style-guide\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Tell the AI whether you want a formal or informal tone, how to handle gender, and what level of technical vocabulary to use. During the reasoning phase, \u003Cstrong>the AI will consider your style requirements\u003C\u002Fstrong> alongside the text itself.\u003C\u002Fp>\u003Cp>Your French marketing copy probably needs a different voice than your German button labels. The \u003Ca href=\"https:\u002F\u002Ftesting.localazy.com\u002Ffeatures\u002Fstyle-guide\">Style guide\u003C\u002Fa> helps Localazy AI plan the right approach for each piece of content before translation.\u003C\u002Fp>\u003Cp>\u003Cstrong>👇 Watch the video below to learn how to set up your style guide\u003C\u002Fstrong>.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-embed-card\">\u003Ciframe width=\"200\" height=\"113\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002F_pOeT36Ls4A?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen title=\"How to set up your Style guide in Localazy?\">\u003C\u002Fiframe>\u003C\u002Ffigure>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-green\">\u003Cdiv class=\"kg-callout-emoji\">💡\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">The Style guide is also helpful for human reviewers and translators! It's always a good idea to complete it, even if you will rely solely on human contributors for your project.\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Ch3 id=\"key-names-and-translation-notes\">Key names and translation notes \u003Ca class=\"markdownit-header-anchor\" href=\"#key-names-and-translation-notes\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>A key named \u003Ccode>reservation-button\u003C\u002Fcode> tells the AI this is a button for reservations before it even looks at the text. \u003Cstrong>That implicit context helps it reason correctly\u003C\u002Fstrong>. If your key is just \u003Ccode>book\u003C\u002Fcode>, the AI has nothing to work with.\u003C\u002Fp>\u003Cp>Add notes when specific strings need special handling, like: \u003Cem>\"Use imperative form\"\u003C\u002Fem> or \u003Cem>\"This appears on the checkout page, keep it short and action-oriented.\" \u003C\u002Fem>These notes inform the reasoning process, helping the AI understand not just what to translate but also how the translation will be used.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1174\" height=\"912\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 1174w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Source string with translation note in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch3 id=\"conversations-in-comments\">Conversations in comments \u003Ca class=\"markdownit-header-anchor\" href=\"#conversations-in-comments\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>When your team discusses a translation, those conversations also become part of the reasoning context. If someone asks, \"Is this a verb or a noun?\" and you clarify, \"infinitive verb, please,\" \u003Cstrong>the AI takes that into account \u003C\u002Fstrong>when handling similar strings.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage-1.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1598\" height=\"746\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002Fimage-1.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002Fimage-1.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage-1.png 1598w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Translator asking for clarification in comments.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch2 id=\"how-to-use-localazy-ai-in-your-project\">💡 How to use Localazy AI in your project? \u003Ca class=\"markdownit-header-anchor\" href=\"#how-to-use-localazy-ai-in-your-project\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>When your context is ready, you can start using the Localazy AI in your translation workflows. \u003C\u002Fp>\u003Cp>There are currently two ways to do it, and you might want to use both of them in different contexts. But first, you should top up some \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Flocalazy-credits\u002F\">Localazy credits\u003C\u002Fa>.\u003C\u002Fp>\u003Ch3 id=\"top-up-credits\">Top up credits \u003Ca class=\"markdownit-header-anchor\" href=\"#top-up-credits\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Each \u003Ca href=\"\u002Fpricing\">subscription plan\u003C\u002Fa> includes a monthly credit allocation that resets at the start of your billing cycle. The credits included with your subscription help you with day-to-day updates of strings, but if you expect to translate a whole new language or start a new project from scratch, you might want to top up additional credits to cover all of the new words and languages.\u003C\u002Fp>\u003Cp>Navigate to the billing section in your organization settings and add credits to your account (\u003Cem>Services > Overview > Available credits > Increase\u003C\u002Fem>). The credits are used to pay for professional, machine, and AI translations altogether. \u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Ftopup.gif\" class=\"kg-image\" alt loading=\"lazy\" width=\"1280\" height=\"720\">\u003C\u002Ffigure>\u003Cp>Start with $100 if you're testing (that's about 20,000 words), or add more if you're translating larger projects. \u003Cstrong>Purchased credits don't expire\u003C\u002Fstrong> and work across all your projects.\u003C\u002Fp>\u003Ch3 id=\"translate-in-bulk\">Translate in bulk \u003Ca class=\"markdownit-header-anchor\" href=\"#translate-in-bulk\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Once you have credits, navigate to the Translations screen, select the language you want to translate, and choose \"\u003Cem>Use Machine Translations\u003C\u002Fem>\" from the context menu.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2026\u002F02\u002Fimage-2.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1206\" height=\"748\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2026\u002F02\u002Fimage-2.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2026\u002F02\u002Fimage-2.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2026\u002F02\u002Fimage-2.png 1206w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Bulk AI translation in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>Select Localazy AI as your translation method, and the system will process everything with the context you've configured (glossary, style guide, notes).\u003C\u002Fp>\u003Cp>This is useful when you're adding a new language to an existing project, translating a batch of new features, or doing your initial translation run.\u003C\u002Fp>\u003Ch3 id=\"automate-it\">Automate it \u003Ca class=\"markdownit-header-anchor\" href=\"#automate-it\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>AI translations are most valuable when they happen automatically. Set up \u003Ca href=\"\u002Ffeatures\u002Fautomations\">Automation\u003C\u002Fa> rules: \u003Cstrong>when new source strings appear, translate them immediately \u003C\u002Fstrong>into your target languages. When a source string changes, retranslate it. \u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fautomation-ai.gif\" class=\"kg-image\" alt loading=\"lazy\" width=\"1280\" height=\"720\">\u003C\u002Ffigure>\u003Cp>This pairs naturally with the \u003Ca href=\"\u002Ftags\u002Fci\">CI\u002FCD integration\u003C\u002Fa>:\u003C\u002Fp>\u003Col>\u003Cli>Your developer merges code with new strings. \u003C\u002Fli>\u003Cli>The CI\u002FCD pipeline uploads them to Localazy. \u003C\u002Fli>\u003Cli>Localazy AI translates them within the available context. \u003C\u002Fli>\u003Cli>The translations get pulled back into your build and can be optionally flagged as \"Needs improvement\" so a human can review them. \u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>The whole process runs without anyone thinking about it\u003C\u002Fstrong>.\u003C\u002Fp>\u003Cp>You can also set up automations that route specific languages to professional translators, while the rest is handled by AI. Maybe your English-to-Spanish content always goes to humans, but English-to-German uses AI. The Automations handle everything according to your rules.\u003C\u002Fp>\u003Ch2 id=\"review-what-actually-needs-review\">👀 Review what actually needs review \u003Ca class=\"markdownit-header-anchor\" href=\"#review-what-actually-needs-review\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>Localazy AI handles the bulk of the work. Your thousands of strings get translated with consistent logic applied across all of them. Translation memory suggests existing translations for similar content. The AI maintains consistency automatically.\u003C\u002Fp>\u003Ch3 id=\"use-priorities-and-tags\">Use priorities and tags \u003Ca class=\"markdownit-header-anchor\" href=\"#use-priorities-and-tags\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1296\" height=\"394\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 1296w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Source key priority in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>You can set \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fpriority-and-tags\">priorities\u003C\u002Fa> for your strings based on where they appear, leaving you to review what actually needs attention: customer-facing marketing copy, onboarding flows, and anything where brand voice matters significantly. Technical strings like error messages often ship fine with just AI translation and \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fqa-checks\">QA checks\u003C\u002Fa>. Your \"File not found\" error doesn't require the same level of review as your landing page headline.\u003C\u002Fp>\u003Ch3 id=\"set-up-language-permissions\">Set up language permissions \u003Ca class=\"markdownit-header-anchor\" href=\"#set-up-language-permissions\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"594\" height=\"371\">\u003Cfigcaption>Set up language permissions for your reviewers.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>You can also set \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flanguage-permissions\">language permissions\u003C\u002Fa> so your French expert reviews only French, your German expert reviews only German, and so on. They see the source text, the AI translation, relevant context (screenshots, notes, key names), and glossary terms. They can quickly approve good translations and address any adjustments needed.\u003C\u002Fp>\u003Ch3 id=\"review-inside-localazy\">Review inside Localazy \u003Ca class=\"markdownit-header-anchor\" href=\"#review-inside-localazy\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"2000\" height=\"929\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 1600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw2400\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 2400w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>You can also review your AI translations inside Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>The review interface shows which strings changed recently, which ones have issues flagged by QA checks, and which ones have comments from other team members. You're working through \u003Cstrong>a focused queue of content that needs your attention\u003C\u002Fstrong>, not sorting through everything.\u003C\u002Fp>\u003Ch2 id=\"ready-to-try-it\">✅ Ready to try it? \u003Ca class=\"markdownit-header-anchor\" href=\"#ready-to-try-it\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>I hope this practical guide helps you understand why Localazy AI is different and how to integrate it into your current localization workflows. Go ahead and try it with your content! Remember to set up your style guide and glossary first, so you can see the localization reasoning in action, and let us know what you think.\u003C\u002Fp>\u003Cp>\u003Cstrong>We want to hear from you\u003C\u002Fstrong>:\u003C\u002Fp>\u003Cblockquote>What's working well? Where are you still spending too much time reviewing? What context would help the AI make better decisions? Your feedback helps us improve Localazy AI for everyone. Reach out through the support chat or share your thoughts at \u003Ca href=\"mailto:feedback@localazy.com\">team@localazy.com\u003C\u002Fa>.\u003C\u002Fblockquote>\u003Ch2 id=\"faqs\">🤔 FAQs \u003Ca class=\"markdownit-header-anchor\" href=\"#faqs\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Ch3 id=\"how-much-does-localazy-ai-translation-cost-per-word\">How much does Localazy AI translation cost per word? \u003Ca class=\"markdownit-header-anchor\" href=\"#how-much-does-localazy-ai-translation-cost-per-word\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>The pricing uses a sliding scale where the cost per word decreases as the string gets longer. The price per word is determined by the number of words in the translated strings. A 1-word string would cost $0.008 to translate, while strings of 100 words or more cost as low as $0.0035 per word.\u003C\u002Fp>\u003Ch3 id=\"what-is-the-cost-comparison-with-other-translation-methods\">What is the cost comparison with other translation methods? \u003Ca class=\"markdownit-header-anchor\" href=\"#what-is-the-cost-comparison-with-other-translation-methods\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>For context, professional translation via Localazy averages $0.15 per word, which is 30x the cost of AI. While machine translation providers like DeepL and Google Translate are much cheaper per word, they don't work well with software strings, so your placeholders or code markup can break much more frequently. They also can't account for your project context.\u003C\u002Fp>\u003C!--kg-card-begin: markdown-->\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>\u003C\u002Fth>\n\u003Cth>Localazy AI\u003C\u002Fth>\n\u003Cth>Professional human translator\u003C\u002Fth>\n\u003Cth>Machine Translation\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Price per word\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>$0.0035 - $0.008\u003C\u002Ftd>\n\u003Ctd>$0.15\u003C\u002Ftd>\n\u003Ctd>$0.0004\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Cost\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>💸 Moderate\u003C\u002Ftd>\n\u003Ctd>💰 Highest\u003C\u002Ftd>\n\u003Ctd>🥜 Lowest\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Speed\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>🚀 Fast\u003C\u002Ftd>\n\u003Ctd>📆 Days to weeks\u003C\u002Ftd>\n\u003Ctd>⚡ Near instant\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Quality\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>🏅 Context-aware, brand-consistent\u003C\u002Ftd>\n\u003Ctd>🥇 Highest, nuanced translation\u003C\u002Ftd>\n\u003Ctd>🎣 Can be good enough for general content\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003C!--kg-card-end: markdown-->\u003Ch3 id=\"when-should-i-use-each-translation-method\">When should I use each translation method? \u003Ca class=\"markdownit-header-anchor\" href=\"#when-should-i-use-each-translation-method\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cul>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation\u002F\">Machine Translation (DeepL, Google Translate)\u003C\u002Fa>\u003C\u002Fstrong> is the fastest and cheapest option for entering new markets or testing localization. It's useful for assessing whether a market is worth pursuing before investing heavily. The translations need significant post-editing because MT doesn't understand context, breaks placeholders, and produces inconsistent results. But for a first iteration or testing, it gets content out there cheaply. Be prepared for feedback and iterate often. If you are not afraid of the potential risk of misunderstandings, you can just fix the validation issues and ship quickly by using machine translation.\u003C\u002Fli>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flocalazy-ai\u002F\">Localazy AI\u003C\u002Fa>\u003C\u002Fstrong> is what you use for initial iterations and for testing new markets when you want higher quality than basic MT. It reasons through context, preserves placeholders, applies your glossary and style guide automatically, and includes QA checks. Humans can fine-tune the results, but they won't have to fix nearly as many mistakes as with traditional machine translation. The translations come back consistent and context-aware, so your post-editing effort drops significantly. Use this for 80-90% of your content.\u003C\u002Fli>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fcontinuous-localization-team\u002F\">Professional human translators\u003C\u002Fa>\u003C\u002Fstrong> are recommended when quality is critical. Use them for customer-facing marketing copy, important landing pages, established markets where brand voice matters, or content where mistakes have consequences. Humans are also still better at understanding cultural nuances and creative wordplay that AI doesn't fully grasp.\u003C\u002Fli>\u003C\u002Ful>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-blue\">\u003Cdiv class=\"kg-callout-emoji\">👉\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">\u003Cstrong>The practical approach:\u003C\u002Fstrong> Start with Localazy AI for your first iteration. Context-aware translations require less post-editing than basic MT, so you can launch faster. Then decide what needs human polish. Your UI buttons and error messages might ship as-is after quick review. Your homepage headlines and key marketing content get refined by humans. You're testing markets affordably while maintaining quality where it counts.\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Cp>\u003Cstrong>Remember that you can mix methods within Localazy\u003C\u002Fstrong>. Set up automations that route specific languages or content types to professional translators, while the rest is processed by AI. Automation filters handle routing according to your rules.\u003C\u002Fp>\u003Ch3 id=\"can-i-bring-my-own-token\">Can I bring my own token? \u003Ca class=\"markdownit-header-anchor\" href=\"#can-i-bring-my-own-token\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Currently, you can’t connect your own OpenAI or other LLM provider keys to Localazy AI. The system is built as an integrated service, not an API wrapper.\u003C\u002Fp>\u003Cp>If you connected your own tokens, you'd encounter unexpected errors and unpredictable behavior:\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cstrong>Rate limits vary by tier\u003C\u002Fstrong>. Your OpenAI account might be on a tier with strict limits. Rate limits change between tiers, between models, and based on your usage patterns. This doesn’t apply to Localazy AI.\u003C\u002Fli>\u003Cli>\u003Cstrong>Models disappear or change\u003C\u002Fstrong>. If OpenAI deprecates or changes a model's behavior, your integration could break. You will need to update the model manually, regenerate the token, etc. With Localazy AI, we handle model updates and ensure translations remain consistent when underlying models change.\u003C\u002Fli>\u003C\u002Ful>",{"id":340,"status":5,"created_on":2042,"modified_on":2043,"icon":2044,"header":2045,"description":2046,"button_label":2047,"link":2048},"2025-11-03T17:08:39.000Z","2025-11-03T17:10:20.000Z","control","Keep your translations on brand with Localazy AI","Make your product sound authentic in other languages in seconds! Upload your content and get AI translations that match your style, brand voice and terminology.","Try Localazy AI","features\u002Flocalazy-ai",{"slug":1856,"id":1853,"uuid":2050,"title":1855,"html":2051,"comment_id":1853,"feature_image":1859,"featured":230,"visibility":2052,"email_recipient_filter":2053,"created_at":2054,"updated_at":1857,"published_at":1858,"custom_excerpt":2039,"codeinjection_head":10,"codeinjection_foot":10,"custom_template":10,"canonical_url":10,"authors":2055,"tags":2061,"primary_author":2141,"primary_tag":2142,"url":2143,"excerpt":2039,"reading_time":57,"access":230,"send_email_when_published":229,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"email_subject":10,"frontmatter":10,"dictionary":1868,"cta":2041,"plainTags":1860},"09bbc5ff-05e8-4888-be8b-389ece2dc919","\u003Cp>What happens when you try to build a custom LLM integration for translating your strings? \u003C\u002Fp>\u003Cul>\u003Cli>You spend hours refining prompts with your glossary terms... only to have the model ignore half of them. \u003C\u002Fli>\u003Cli>Translation quality varies across batches because you're writing a new context prompt each time. \u003C\u002Fli>\u003Cli>You end up managing prompt engineering on top of localization, and the cost savings disappear when you factor in the time spent maintaining your integration. \u003C\u002Fli>\u003Cli>You're constantly looking out for mistakes and don't have an easy way to fine-tune the results later. \u003C\u002Fli>\u003C\u002Ful>\u003Cp>The solution doesn't lie in trying a different AI model when the results don't work as expected. \u003Cstrong>What makes the difference is the infrastructure built around it\u003C\u002Fstrong>. \u003C\u002Fp>\u003Cp>Our team \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fblog\u002Frelease-update-ai-translation-that-understands-your-audience\u002F\">has spent the past year \u003C\u002Fa>researching what makes AI a reliable companion in localization. Instead of immediately translating text like a direct API call to an LLM, \u003Cstrong>it reasons first\u003C\u002Fstrong>. Before touching a single word, \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdictionary\u002Fcontext\u002F\">it collects context from your project\u003C\u002Fa>, processes that data to understand your specific needs, and then plans the translation approach. And it is an integral part of the translation management platform, so you are always in control of the results and can intervene at any point.\u003C\u002Fp>\u003Cp>Read on to learn how to use \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flocalazy-ai\u002F\">Localazy AI\u003C\u002Fa> effectively as a part of your translation process.\u003C\u002Fp>\u003Ch2 id=\"%F0%9F%91%91-context-is-still-king\">👑 Context is still king\u003C\u002Fh2>\u003Cp>The quality of translations depends on how well the translator understands the source text before they begin. Localazy AI is no different from a human in this regard — \u003Cstrong>both need context to increase the accuracy and quality\u003C\u002Fstrong> of the resulting translation. \u003C\u002Fp>\u003Cp>Localazy AI uses your glossary, style guide, key names, translation notes, comments, and previous translations to reason about what you're translating and how it should sound. Before you translate your strings using it, prepare at least the glossary and style guide to improve results. \u003C\u002Fp>\u003Ch3 id=\"start-with-a-glossary\">Start with a glossary\u003C\u002Fh3>\u003Cp>Add your product-specific terms and how they should be translated in each language. But don't just list translations. Include descriptions that give the AI and humans a deeper context.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1160\" height=\"720\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.16.02.png 1160w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Glossary term in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>📝 What can you include? \u003Cstrong>Brand names, abbreviations, feature labels, or industry-specific terms\u003C\u002Fstrong>. The glossary lets you define these terms, whether they should be translated or kept as they are, and their target translations in multiple languages.\u003C\u002Fp>\u003Cp>The AI uses this information during its reasoning to avoid misinterpreting your terms and to maintain consistent translation.\u003C\u002Fp>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-blue\">\u003Cdiv class=\"kg-callout-emoji\">📚\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">Learn more about the \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fglossary\">Glossary\u003C\u002Fa>\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Ch3 id=\"add-a-project-style-guide\">Add a project style guide\u003C\u002Fh3>\u003Cp>Tell the AI whether you want a formal or informal tone, how to handle gender, and what level of technical vocabulary to use. During the reasoning phase, \u003Cstrong>the AI will consider your style requirements\u003C\u002Fstrong> alongside the text itself.\u003C\u002Fp>\u003Cp>Your French marketing copy probably needs a different voice than your German button labels. The \u003Ca href=\"https:\u002F\u002Ftesting.localazy.com\u002Ffeatures\u002Fstyle-guide\">Style guide\u003C\u002Fa> helps Localazy AI plan the right approach for each piece of content before translation.\u003C\u002Fp>\u003Cp>\u003Cstrong>👇 Watch the video below to learn how to set up your style guide\u003C\u002Fstrong>.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-embed-card\">\u003Ciframe width=\"200\" height=\"113\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002F_pOeT36Ls4A?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen title=\"How to set up your Style guide in Localazy?\">\u003C\u002Fiframe>\u003C\u002Ffigure>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-green\">\u003Cdiv class=\"kg-callout-emoji\">💡\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">The Style guide is also helpful for human reviewers and translators! It's always a good idea to complete it, even if you will rely solely on human contributors for your project.\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Ch3 id=\"key-names-and-translation-notes\">Key names and translation notes\u003C\u002Fh3>\u003Cp>A key named \u003Ccode>reservation-button\u003C\u002Fcode> tells the AI this is a button for reservations before it even looks at the text. \u003Cstrong>That implicit context helps it reason correctly\u003C\u002Fstrong>. If your key is just \u003Ccode>book\u003C\u002Fcode>, the AI has nothing to work with.\u003C\u002Fp>\u003Cp>Add notes when specific strings need special handling, like: \u003Cem>\"Use imperative form\"\u003C\u002Fem> or \u003Cem>\"This appears on the checkout page, keep it short and action-oriented.\" \u003C\u002Fem>These notes inform the reasoning process, helping the AI understand not just what to translate but also how the translation will be used.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1174\" height=\"912\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-15.14.56.png 1174w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Source string with translation note in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch3 id=\"conversations-in-comments\">Conversations in comments\u003C\u002Fh3>\u003Cp>When your team discusses a translation, those conversations also become part of the reasoning context. If someone asks, \"Is this a verb or a noun?\" and you clarify, \"infinitive verb, please,\" \u003Cstrong>the AI takes that into account \u003C\u002Fstrong>when handling similar strings.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage-1.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1598\" height=\"746\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002Fimage-1.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002Fimage-1.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage-1.png 1598w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Translator asking for clarification in comments.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch2 id=\"%F0%9F%92%A1-how-to-use-localazy-ai-in-your-project\">💡 How to use Localazy AI in your project?\u003C\u002Fh2>\u003Cp>When your context is ready, you can start using the Localazy AI in your translation workflows. \u003C\u002Fp>\u003Cp>There are currently two ways to do it, and you might want to use both of them in different contexts. But first, you should top up some \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Flocalazy-credits\u002F\">Localazy credits\u003C\u002Fa>.\u003C\u002Fp>\u003Ch3 id=\"top-up-credits\">Top up credits\u003C\u002Fh3>\u003Cp>Each \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fpricing\">subscription plan\u003C\u002Fa> includes a monthly credit allocation that resets at the start of your billing cycle. The credits included with your subscription help you with day-to-day updates of strings, but if you expect to translate a whole new language or start a new project from scratch, you might want to top up additional credits to cover all of the new words and languages.\u003C\u002Fp>\u003Cp>Navigate to the billing section in your organization settings and add credits to your account (\u003Cem>Services > Overview > Available credits > Increase\u003C\u002Fem>). The credits are used to pay for professional, machine, and AI translations altogether. \u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Ftopup.gif\" class=\"kg-image\" alt loading=\"lazy\" width=\"1280\" height=\"720\">\u003C\u002Ffigure>\u003Cp>Start with $100 if you're testing (that's about 20,000 words), or add more if you're translating larger projects. \u003Cstrong>Purchased credits don't expire\u003C\u002Fstrong> and work across all your projects.\u003C\u002Fp>\u003Ch3 id=\"translate-in-bulk\">Translate in bulk\u003C\u002Fh3>\u003Cp>Once you have credits, navigate to the Translations screen, select the language you want to translate, and choose \"\u003Cem>Use Machine Translations\u003C\u002Fem>\" from the context menu.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2026\u002F02\u002Fimage-2.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1206\" height=\"748\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2026\u002F02\u002Fimage-2.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2026\u002F02\u002Fimage-2.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2026\u002F02\u002Fimage-2.png 1206w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Bulk AI translation in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>Select Localazy AI as your translation method, and the system will process everything with the context you've configured (glossary, style guide, notes).\u003C\u002Fp>\u003Cp>This is useful when you're adding a new language to an existing project, translating a batch of new features, or doing your initial translation run.\u003C\u002Fp>\u003Ch3 id=\"automate-it\">Automate it\u003C\u002Fh3>\u003Cp>AI translations are most valuable when they happen automatically. Set up \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Ffeatures\u002Fautomations\">Automation\u003C\u002Fa> rules: \u003Cstrong>when new source strings appear, translate them immediately \u003C\u002Fstrong>into your target languages. When a source string changes, retranslate it. \u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fautomation-ai.gif\" class=\"kg-image\" alt loading=\"lazy\" width=\"1280\" height=\"720\">\u003C\u002Ffigure>\u003Cp>This pairs naturally with the \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Ftags\u002Fci\">CI\u002FCD integration\u003C\u002Fa>:\u003C\u002Fp>\u003Col>\u003Cli>Your developer merges code with new strings. \u003C\u002Fli>\u003Cli>The CI\u002FCD pipeline uploads them to Localazy. \u003C\u002Fli>\u003Cli>Localazy AI translates them within the available context. \u003C\u002Fli>\u003Cli>The translations get pulled back into your build and can be optionally flagged as \"Needs improvement\" so a human can review them. \u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>The whole process runs without anyone thinking about it\u003C\u002Fstrong>.\u003C\u002Fp>\u003Cp>You can also set up automations that route specific languages to professional translators, while the rest is handled by AI. Maybe your English-to-Spanish content always goes to humans, but English-to-German uses AI. The Automations handle everything according to your rules.\u003C\u002Fp>\u003Ch2 id=\"%F0%9F%91%80-review-what-actually-needs-review\">👀 Review what actually needs review\u003C\u002Fh2>\u003Cp>Localazy AI handles the bulk of the work. Your thousands of strings get translated with consistent logic applied across all of them. Translation memory suggests existing translations for similar content. The AI maintains consistency automatically.\u003C\u002Fp>\u003Ch3 id=\"use-priorities-and-tags\">Use priorities and tags\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1296\" height=\"394\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.57.20.png 1296w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>Source key priority in Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>You can set \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fpriority-and-tags\">priorities\u003C\u002Fa> for your strings based on where they appear, leaving you to review what actually needs attention: customer-facing marketing copy, onboarding flows, and anything where brand voice matters significantly. Technical strings like error messages often ship fine with just AI translation and \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fgeneral\u002Fqa-checks\">QA checks\u003C\u002Fa>. Your \"File not found\" error doesn't require the same level of review as your landing page headline.\u003C\u002Fp>\u003Ch3 id=\"set-up-language-permissions\">Set up language permissions\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002Fimage.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"594\" height=\"371\">\u003Cfigcaption>Set up language permissions for your reviewers.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>You can also set \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flanguage-permissions\">language permissions\u003C\u002Fa> so your French expert reviews only French, your German expert reviews only German, and so on. They see the source text, the AI translation, relevant context (screenshots, notes, key names), and glossary terms. They can quickly approve good translations and address any adjustments needed.\u003C\u002Fp>\u003Ch3 id=\"review-inside-localazy\">Review inside Localazy\u003C\u002Fh3>\u003Cfigure class=\"kg-card kg-image-card kg-card-hascaption\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"2000\" height=\"929\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1600\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 1600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw2400\u002F2025\u002F12\u002FSni-mek-obrazovky-2025-12-30-v-14.53.30.png 2400w\" sizes=\"(min-width: 720px) 720px\">\u003Cfigcaption>You can also review your AI translations inside Localazy.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Cp>The review interface shows which strings changed recently, which ones have issues flagged by QA checks, and which ones have comments from other team members. You're working through \u003Cstrong>a focused queue of content that needs your attention\u003C\u002Fstrong>, not sorting through everything.\u003C\u002Fp>\u003Ch2 id=\"%E2%9C%85-ready-to-try-it\">✅ Ready to try it?\u003C\u002Fh2>\u003Cp>I hope this practical guide helps you understand why Localazy AI is different and how to integrate it into your current localization workflows. Go ahead and try it with your content! Remember to set up your style guide and glossary first, so you can see the localization reasoning in action, and let us know what you think.\u003C\u002Fp>\u003Cp>\u003Cstrong>We want to hear from you\u003C\u002Fstrong>:\u003C\u002Fp>\u003Cblockquote>What's working well? Where are you still spending too much time reviewing? What context would help the AI make better decisions? Your feedback helps us improve Localazy AI for everyone. Reach out through the support chat or share your thoughts at \u003Ca href=\"mailto:feedback@localazy.com\">team@localazy.com\u003C\u002Fa>.\u003C\u002Fblockquote>\u003Ch2 id=\"%F0%9F%A4%94-faqs\">🤔 FAQs\u003C\u002Fh2>\u003Ch3 id=\"how-much-does-localazy-ai-translation-cost-per-word\">How much does Localazy AI translation cost per word?\u003C\u002Fh3>\u003Cp>The pricing uses a sliding scale where the cost per word decreases as the string gets longer. The price per word is determined by the number of words in the translated strings. A 1-word string would cost $0.008 to translate, while strings of 100 words or more cost as low as $0.0035 per word.\u003C\u002Fp>\u003Ch3 id=\"what-is-the-cost-comparison-with-other-translation-methods\">What is the cost comparison with other translation methods?\u003C\u002Fh3>\u003Cp>For context, professional translation via Localazy averages $0.15 per word, which is 30x the cost of AI. While machine translation providers like DeepL and Google Translate are much cheaper per word, they don't work well with software strings, so your placeholders or code markup can break much more frequently. They also can't account for your project context.\u003C\u002Fp>\u003C!--kg-card-begin: markdown-->\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>\u003C\u002Fth>\n\u003Cth>Localazy AI\u003C\u002Fth>\n\u003Cth>Professional human translator\u003C\u002Fth>\n\u003Cth>Machine Translation\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Price per word\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>$0.0035 - $0.008\u003C\u002Ftd>\n\u003Ctd>$0.15\u003C\u002Ftd>\n\u003Ctd>$0.0004\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Cost\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>💸 Moderate\u003C\u002Ftd>\n\u003Ctd>💰 Highest\u003C\u002Ftd>\n\u003Ctd>🥜 Lowest\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Speed\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>🚀 Fast\u003C\u002Ftd>\n\u003Ctd>📆 Days to weeks\u003C\u002Ftd>\n\u003Ctd>⚡ Near instant\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Quality\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>🏅 Context-aware, brand-consistent\u003C\u002Ftd>\n\u003Ctd>🥇 Highest, nuanced translation\u003C\u002Ftd>\n\u003Ctd>🎣 Can be good enough for general content\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003C!--kg-card-end: markdown-->\u003Ch3 id=\"when-should-i-use-each-translation-method\">When should I use each translation method?\u003C\u002Fh3>\u003Cul>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fmachine-translation\u002F\">Machine Translation (DeepL, Google Translate)\u003C\u002Fa>\u003C\u002Fstrong> is the fastest and cheapest option for entering new markets or testing localization. It's useful for assessing whether a market is worth pursuing before investing heavily. The translations need significant post-editing because MT doesn't understand context, breaks placeholders, and produces inconsistent results. But for a first iteration or testing, it gets content out there cheaply. Be prepared for feedback and iterate often. If you are not afraid of the potential risk of misunderstandings, you can just fix the validation issues and ship quickly by using machine translation.\u003C\u002Fli>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Flocalazy-ai\u002F\">Localazy AI\u003C\u002Fa>\u003C\u002Fstrong> is what you use for initial iterations and for testing new markets when you want higher quality than basic MT. It reasons through context, preserves placeholders, applies your glossary and style guide automatically, and includes QA checks. Humans can fine-tune the results, but they won't have to fix nearly as many mistakes as with traditional machine translation. The translations come back consistent and context-aware, so your post-editing effort drops significantly. Use this for 80-90% of your content.\u003C\u002Fli>\u003Cli>\u003Cstrong>\u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Ffeatures\u002Fcontinuous-localization-team\u002F\">Professional human translators\u003C\u002Fa>\u003C\u002Fstrong> are recommended when quality is critical. Use them for customer-facing marketing copy, important landing pages, established markets where brand voice matters, or content where mistakes have consequences. Humans are also still better at understanding cultural nuances and creative wordplay that AI doesn't fully grasp.\u003C\u002Fli>\u003C\u002Ful>\u003Cdiv class=\"kg-card kg-callout-card kg-callout-card-blue\">\u003Cdiv class=\"kg-callout-emoji\">👉\u003C\u002Fdiv>\u003Cdiv class=\"kg-callout-text\">\u003Cstrong>The practical approach:\u003C\u002Fstrong> Start with Localazy AI for your first iteration. Context-aware translations require less post-editing than basic MT, so you can launch faster. Then decide what needs human polish. Your UI buttons and error messages might ship as-is after quick review. Your homepage headlines and key marketing content get refined by humans. You're testing markets affordably while maintaining quality where it counts.\u003C\u002Fdiv>\u003C\u002Fdiv>\u003Cp>\u003Cstrong>Remember that you can mix methods within Localazy\u003C\u002Fstrong>. Set up automations that route specific languages or content types to professional translators, while the rest is processed by AI. Automation filters handle routing according to your rules.\u003C\u002Fp>\u003Ch3 id=\"can-i-bring-my-own-token\">Can I bring my own token?\u003C\u002Fh3>\u003Cp>Currently, you can’t connect your own OpenAI or other LLM provider keys to Localazy AI. The system is built as an integrated service, not an API wrapper.\u003C\u002Fp>\u003Cp>If you connected your own tokens, you'd encounter unexpected errors and unpredictable behavior:\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cstrong>Rate limits vary by tier\u003C\u002Fstrong>. Your OpenAI account might be on a tier with strict limits. Rate limits change between tiers, between models, and based on your usage patterns. This doesn’t apply to Localazy AI.\u003C\u002Fli>\u003Cli>\u003Cstrong>Models disappear or change\u003C\u002Fstrong>. If OpenAI deprecates or changes a model's behavior, your integration could break. You will need to update the model manually, regenerate the token, etc. With Localazy AI, we handle model updates and ensure translations remain consistent when underlying models change.\u003C\u002Fli>\u003C\u002Ful>","public","none","2025-12-30T11:20:06.000+01:00",[2056],{"id":1817,"name":1818,"slug":1819,"profile_image":1820,"cover_image":10,"bio":2057,"website":2058,"location":2059,"facebook":10,"twitter":10,"meta_title":10,"meta_description":10,"url":2060},"I joined Localazy in 2021. As a product marketer, I help shape the platform and solve real user challenges. I write about localization workflows that run on autopilot and share what's new at Localazy.","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fpetr-hodny\u002F","Brno, Czech 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