{
  "version": "1.0",
  "generated": "2026-07-25T15:45:12.559Z",
  "site": {
    "title": "4/RL Co. · Independent AI Venture Studio",
    "description": "We improve the world with AI. For real. An independent AI venture studio building and operating ventures across influence, science, applied AI and cinema.",
    "url": "https://www.4real.ventures"
  },
  "documents": [
    {
      "url": "https://www.4real.ventures",
      "title": "4/RL Co. · Independent AI Venture Studio",
      "description": "We improve the world with AI. For real. An independent AI venture studio building and operating ventures across influence, science, applied AI and cinema."
    },
    {
      "url": "https://www.4real.ventures/capabilities/creative-content",
      "title": "Creative & Content · 4/RL Co.",
      "description": "AI-native creative from concept to production, directed by people and held to the standard of the craft."
    },
    {
      "url": "https://www.4real.ventures/capabilities/data-applied-ai",
      "title": "Data & Applied AI · 4/RL Co.",
      "description": "Data and AI turned into working software: models and tooling under each operation, built in-house on the 4/RL stack."
    },
    {
      "url": "https://www.4real.ventures/capabilities/operations-growth",
      "title": "Operations & Growth · 4/RL Co.",
      "description": "The unglamorous half of company-building, done as craft: strategy, growth and commercial, run inside the ventures rather than advised from outside."
    },
    {
      "url": "https://www.4real.ventures/es",
      "title": "4/RL Co. · Estudio independiente de ventures de IA",
      "description": "Mejoramos el mundo con IA. De verdad. Un estudio independiente que crea y opera ventures entre influencia, ciencia, IA aplicada y cine."
    },
    {
      "url": "https://www.4real.ventures/es/capabilities/creative-content",
      "title": "Creatividad & Contenido · 4/RL Co.",
      "description": "Creatividad nativa de IA del concepto a la producción, dirigida por personas y medida con el estándar del oficio."
    },
    {
      "url": "https://www.4real.ventures/es/capabilities/data-applied-ai",
      "title": "Datos & IA Aplicada · 4/RL Co.",
      "description": "Datos e IA convertidos en software que funciona: modelos y tooling debajo de cada operación, construidos en casa sobre la stack de 4/RL."
    },
    {
      "url": "https://www.4real.ventures/es/capabilities/operations-growth",
      "title": "Operaciones & Crecimiento · 4/RL Co.",
      "description": "La mitad sin glamour de construir empresas, hecha como oficio: estrategia, crecimiento y comercial, operados dentro de las ventures y no aconsejados desde fuera."
    },
    {
      "url": "https://www.4real.ventures/es/journal",
      "title": "Journal · 4/RL Co.",
      "description": "Textos de 4/RL Co.: notas e ideas sobre construir ventures de IA."
    },
    {
      "url": "https://www.4real.ventures/es/journal/a-reading-log-you-can-fork",
      "title": "Un diario de lecturas que puedes forkear · 4/RL Co. Journal",
      "description": "Gume está abierto, en vivo, y lo construye quien aparece. Notas de un publicista que entregó una base de datos."
    },
    {
      "url": "https://www.4real.ventures/es/journal/the-tool-answered-back",
      "title": "La herramienta respondió · 4/RL Co. Journal",
      "description": "El manifiesto de 4/RL"
    },
    {
      "url": "https://www.4real.ventures/es/open-source",
      "title": "Código Abierto · 4/RL Co.",
      "description": "El trabajo que 4/RL hace en público: Gume, un diario de lecturas abierto en portugués bajo AGPL-3.0, y un registro de decisiones donde cada elección lleva su porqué."
    },
    {
      "url": "https://www.4real.ventures/es/studio",
      "title": "El Estudio · 4/RL Co.",
      "description": "Qué es 4/RL Co. y cómo funciona: un estudio independiente de ventures de IA en São Paulo que crea empresas y las opera, entre influencia, educación, IA aplicada y cine."
    },
    {
      "url": "https://www.4real.ventures/es/work/labepi",
      "title": "LabEpi · 4/RL Co.",
      "description": "Epidemiología y método científico, enseñados en portugués, en una joint venture con científicos en activo."
    },
    {
      "url": "https://www.4real.ventures/es/work/m1m1c-box",
      "title": "M1m1c Box · 4/RL Co.",
      "description": "Historias cinematográficas cortas hechas con IA, en una asociación creativa con estándar de cine."
    },
    {
      "url": "https://www.4real.ventures/es/work/smart-social",
      "title": "Smart Social · 4/RL Co.",
      "description": "Un hub integral de medios que conecta 1.000+ creators, atletas y activos de medios con marcas en 25+ países, propiedad de 4/RL y operado por 4/RL."
    },
    {
      "url": "https://www.4real.ventures/journal",
      "title": "Journal · 4/RL Co.",
      "description": "Writing from 4/RL Co.: notes and ideas on building AI ventures."
    },
    {
      "url": "https://www.4real.ventures/journal/a-reading-log-you-can-fork",
      "title": "A reading log you can fork · 4/RL Co. Journal",
      "description": "Gume is open, live, and built by whoever shows up. Notes from an advertiser who shipped a database."
    },
    {
      "url": "https://www.4real.ventures/journal/the-tool-answered-back",
      "title": "The tool answered back · 4/RL Co. Journal",
      "description": "The 4/RL manifesto"
    },
    {
      "url": "https://www.4real.ventures/open-source",
      "title": "Open Source · 4/RL Co.",
      "description": "The work 4/RL builds in public: Gume, an open reading log in Portuguese under AGPL-3.0, and a decision log where every choice carries its reason."
    },
    {
      "url": "https://www.4real.ventures/pt",
      "title": "4/RL Co. · Estúdio independente de ventures de IA",
      "description": "Melhoramos o mundo com IA. De verdade. Um estúdio independente que cria e opera ventures entre influência, ciência, IA aplicada e cinema."
    },
    {
      "url": "https://www.4real.ventures/pt/capabilities/creative-content",
      "title": "Criação & Conteúdo · 4/RL Co.",
      "description": "Criativo nativo de IA do conceito à produção, dirigido por pessoas e cobrado pelo padrão do ofício."
    },
    {
      "url": "https://www.4real.ventures/pt/capabilities/data-applied-ai",
      "title": "Dados & IA Aplicada · 4/RL Co.",
      "description": "Dados e IA virando software que funciona: modelos e ferramental por baixo de cada operação, construídos em casa na stack da 4/RL."
    },
    {
      "url": "https://www.4real.ventures/pt/capabilities/operations-growth",
      "title": "Operações & Crescimento · 4/RL Co.",
      "description": "A metade sem glamour de construir empresas, feita como ofício: estratégia, crescimento e comercial, operados por dentro das ventures e não aconselhados de fora."
    },
    {
      "url": "https://www.4real.ventures/pt/journal",
      "title": "Journal · 4/RL Co.",
      "description": "Textos da 4/RL Co.: notas e ideias sobre construir ventures de IA."
    },
    {
      "url": "https://www.4real.ventures/pt/journal/a-reading-log-you-can-fork",
      "title": "Um diário de leituras que você pode forkar · 4/RL Co. Journal",
      "description": "O Gume está aberto, no ar, e é construído por quem aparece. Notas de um publicitário que entregou um banco de dados."
    },
    {
      "url": "https://www.4real.ventures/pt/journal/the-tool-answered-back",
      "title": "A ferramenta respondeu · 4/RL Co. Journal",
      "description": "O manifesto da 4/RL"
    },
    {
      "url": "https://www.4real.ventures/pt/open-source",
      "title": "Código Aberto · 4/RL Co.",
      "description": "O trabalho que a 4/RL faz em público: Gume, um diário de leituras aberto em português sob AGPL-3.0, e um registro de decisões onde cada escolha carrega o seu porquê."
    },
    {
      "url": "https://www.4real.ventures/pt/studio",
      "title": "O Estúdio · 4/RL Co.",
      "description": "O que é a 4/RL Co. e como funciona: um estúdio independente de ventures de IA em São Paulo que cria empresas e as opera, entre influência, educação, IA aplicada e cinema."
    },
    {
      "url": "https://www.4real.ventures/pt/work/labepi",
      "title": "LabEpi · 4/RL Co.",
      "description": "Epidemiologia e método científico, ensinados em português, numa joint venture com cientistas em atividade."
    },
    {
      "url": "https://www.4real.ventures/pt/work/m1m1c-box",
      "title": "M1m1c Box · 4/RL Co.",
      "description": "Histórias cinematográficas curtas feitas com IA, numa parceria criativa com padrão de cinema."
    },
    {
      "url": "https://www.4real.ventures/pt/work/smart-social",
      "title": "Smart Social · 4/RL Co.",
      "description": "Um hub completo de mídia conectando 1.000+ creators, atletas e ativos de mídia a marcas em 25+ países, próprio e operado pela 4/RL."
    },
    {
      "url": "https://www.4real.ventures/ru",
      "title": "4/RL Co. · Независимая AI venture-студия",
      "description": "Мы делаем мир лучше с AI. По-настоящему. Независимая студия, которая создаёт и ведёт компании в инфлюенсе, науке, прикладном AI и кино."
    },
    {
      "url": "https://www.4real.ventures/ru/capabilities/creative-content",
      "title": "Креатив и контент · 4/RL Co.",
      "description": "AI-нативный креатив от концепции до продакшена, срежиссированный людьми и измеряемый стандартом ремесла."
    },
    {
      "url": "https://www.4real.ventures/ru/capabilities/data-applied-ai",
      "title": "Данные и прикладной AI · 4/RL Co.",
      "description": "Данные и AI, превращённые в работающий софт: модели и инструменты под каждой операцией, построенные на стеке 4/RL."
    },
    {
      "url": "https://www.4real.ventures/ru/capabilities/operations-growth",
      "title": "Операции и рост · 4/RL Co.",
      "description": "Негламурная половина строительства компаний, сделанная как ремесло: стратегия, рост и коммерция, изнутри компаний, а не советами снаружи."
    },
    {
      "url": "https://www.4real.ventures/ru/journal",
      "title": "Журнал · 4/RL Co.",
      "description": "Тексты 4/RL Co.: заметки и идеи о создании AI-компаний."
    },
    {
      "url": "https://www.4real.ventures/ru/journal/a-reading-log-you-can-fork",
      "title": "Читательский дневник, который можно форкнуть · 4/RL Co. Journal",
      "description": "Gume открыт, работает и строится теми, кто приходит. Заметки рекламщика, который поставил базу данных."
    },
    {
      "url": "https://www.4real.ventures/ru/journal/the-tool-answered-back",
      "title": "Инструмент ответил · 4/RL Co. Journal",
      "description": "Манифест 4/RL"
    },
    {
      "url": "https://www.4real.ventures/ru/open-source",
      "title": "Открытый код · 4/RL Co.",
      "description": "Работа, которую 4/RL делает публично: Gume, открытый читательский дневник на португальском под AGPL-3.0, и журнал решений, где у каждого выбора записана причина."
    },
    {
      "url": "https://www.4real.ventures/ru/studio",
      "title": "Студия · 4/RL Co.",
      "description": "Что такое 4/RL Co. и как это работает: независимая AI venture-студия в Сан-Паулу, которая создаёт компании и сама ими управляет: инфлюенс, образование, прикладной AI и кино."
    },
    {
      "url": "https://www.4real.ventures/ru/work/labepi",
      "title": "LabEpi · 4/RL Co.",
      "description": "Эпидемиология и научный метод, преподаваемые на португальском, в совместном предприятии с действующими учёными."
    },
    {
      "url": "https://www.4real.ventures/ru/work/m1m1c-box",
      "title": "M1m1c Box · 4/RL Co.",
      "description": "Короткие кинематографичные истории, созданные с AI, в творческом партнёрстве со стандартом кино."
    },
    {
      "url": "https://www.4real.ventures/ru/work/smart-social",
      "title": "Smart Social · 4/RL Co.",
      "description": "Полносервисный медиахаб, соединяющий 1 000+ авторов, атлетов и медиаактивов с брендами в 25+ странах. Принадлежит 4/RL и управляется 4/RL."
    },
    {
      "url": "https://www.4real.ventures/studio",
      "title": "The Studio · 4/RL Co.",
      "description": "What 4/RL Co. is and how it works: an independent AI venture studio in São Paulo that starts companies and runs them, across influence, education, applied AI and film."
    },
    {
      "url": "https://www.4real.ventures/work/labepi",
      "title": "LabEpi · 4/RL Co.",
      "description": "Epidemiology and the scientific method, taught in Portuguese, in a joint venture with working scientists."
    },
    {
      "url": "https://www.4real.ventures/work/m1m1c-box",
      "title": "M1m1c Box · 4/RL Co.",
      "description": "Short cinematic stories made with AI, in a creative partnership held to the standard of film."
    },
    {
      "url": "https://www.4real.ventures/work/smart-social",
      "title": "Smart Social · 4/RL Co.",
      "description": "A full-service media hub connecting 1,000+ creators, athletes and media assets to brands across 25+ countries, owned and operated by 4/RL."
    },
    {
      "url": "https://www.4real.ventures/zh",
      "title": "4/RL Co. · 独立 AI 创业工作室",
      "description": "我们用 AI 让世界更好。真的。一家独立创业工作室，在影响力营销、科学、应用 AI 与电影领域创办并运营自己的公司。"
    },
    {
      "url": "https://www.4real.ventures/zh/capabilities/creative-content",
      "title": "创意与内容 · 4/RL Co.",
      "description": "AI 原生创意，从概念到成片，由人导演，以手艺的标准衡量。"
    },
    {
      "url": "https://www.4real.ventures/zh/capabilities/data-applied-ai",
      "title": "数据与应用 AI · 4/RL Co.",
      "description": "数据与 AI 变成能跑的软件：每个运营之下的模型与工具，在 4/RL 技术栈上自建。"
    },
    {
      "url": "https://www.4real.ventures/zh/capabilities/operations-growth",
      "title": "运营与增长 · 4/RL Co.",
      "description": "造公司最不光鲜的那一半，被当作手艺来做：战略、增长与商务，在公司内部运营，而不是从外部建议。"
    },
    {
      "url": "https://www.4real.ventures/zh/journal",
      "title": "专栏 · 4/RL Co.",
      "description": "来自 4/RL Co. 的文字：关于打造 AI 公司的笔记与想法。"
    },
    {
      "url": "https://www.4real.ventures/zh/journal/a-reading-log-you-can-fork",
      "title": "一个你可以 fork 的读书记录 · 4/RL Co. Journal",
      "description": "Gume 已开源、已上线，由出现的人共同建造。一个交付了数据库的广告人的笔记。"
    },
    {
      "url": "https://www.4real.ventures/zh/journal/the-tool-answered-back",
      "title": "工具回应了 · 4/RL Co. Journal",
      "description": "4/RL 宣言"
    },
    {
      "url": "https://www.4real.ventures/zh/open-source",
      "title": "开源 · 4/RL Co.",
      "description": "4/RL 公开做的工作：Gume，一个 AGPL-3.0 葡语开源读书记录，以及一份每个选择都写明理由的决策日志。"
    },
    {
      "url": "https://www.4real.ventures/zh/studio",
      "title": "工作室 · 4/RL Co.",
      "description": "4/RL Co. 是什么、如何运转：一家圣保罗的独立 AI 创业工作室，创办公司并亲自运营，横跨影响力营销、教育、应用 AI 与电影。"
    },
    {
      "url": "https://www.4real.ventures/zh/work/labepi",
      "title": "LabEpi · 4/RL Co.",
      "description": "用葡萄牙语教授流行病学与科学方法，与在职科学家共同创办的合资公司。"
    },
    {
      "url": "https://www.4real.ventures/zh/work/m1m1c-box",
      "title": "M1m1c Box · 4/RL Co.",
      "description": "用 AI 制作的电影短片，一段以电影标准要求自己的创意合作。"
    },
    {
      "url": "https://www.4real.ventures/zh/work/smart-social",
      "title": "Smart Social · 4/RL Co.",
      "description": "一个全服务媒体中枢，连接 1,000+ 创作者、运动员与媒体资产和 25+ 个国家的品牌，由 4/RL 持有并运营。"
    }
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