: "A Swiss lab with European heart"
[]( Product Get Started Intelligence You Control Giotto is a portable AI model and operating system for serious work. Use it in the cloud, download it to your infrastructure, or buy Giotto-ready hardware. Sovereign Portable Performant Integrated Video 1 AI access should not depend on someone else’s platform Giotto is the next generation portable reasoning model and AI operating system for intelligence you control. Built to enable agentic reasoning on a single GPU, it can run on the infrastructure of your choice. Sovereign Choose where Giotto runs and how data is handled across environments. Portable Use Giotto in the cloud, download it privately or deploy on Giotto-ready hardware. Performant The smartest single-GPU model. Built for advanced reasoning and effective deployment. Integrated Assistant, documents, code, integrations, agents
[]( Product Get Started Intelligence You Control Giotto is a portable AI model and operating system for serious work. Use it in the cloud, download it to your infrastructure, or buy Giotto-ready hardware. Sovereign Portable Performant Integrated Video 1 AI access should not depend on someone else’s platform Giotto is the next generation portable reasoning model and AI operating system for intelligence you control. Built to enable agentic reasoning on a single GPU, it can run on the infrastructure of your choice. Sovereign Choose where Giotto runs and how data is handled across environments. Portable Use Giotto in the cloud, download it privately or deploy on Giotto-ready hardware. Performant The smartest single-GPU model. Built for advanced reasoning and effective deployment. Integrated Assistant, documents, code, integrations, agents
, and monitoring in one connected layer. Run Anywhere Dedicated cloud, private deployment, or certified Giotto hardware: the same Giotto system, deployed wherever you want. ! : Sketch-style interface of Giotto OS assistant with chat history, apps menu, and cloud background. Cloud Access Use Giotto Get a dedicated Giotto environment hosted in Europe, with private GPUs, unlimited team access and API calls included. Dedicated EU cloud Unlimited team members Managed setup and updates Fast start and easy to scale Use Giotto → ! : Data center room with server racks and a desk featuring multiple monitors displaying system status and charts. Private deployment Download Giotto Download the Giotto model, run it on your GPUs and keep workflows, data and operations in your environment. Run on private GPUs Keep data under your control Suitable for technical and regulated teams Designed for sovereign deployment Download Giotto → ! : Sketch of server tower, rack unit, and monitor displaying system overview and stats. Certified Appliance Buy Giotto Buy Giotto-ready workstations or enterprise servers with the model, software stack and support path aligned for production use. Workstation and server options Giotto preinstalled Support, onboarding and updates Designed for long-term ownership Buy Giotto → Choose your deployment method Run Giotto where it makes the most sense for you: cloud access for immediate use, private deployment for controlled environments, or certified appliance for long-term infrastructure control. Cloud access Use Giotto Private deployment Download Giotto Certified Appliance Buy Giotto Infrastructure ownership Giotto (dedicated to customer) Customer Customer (Giotto hardware) Deployment speed Days Days Weeks (hardware lead) Data residency CH / EU partner DCs Customer premises Customer premises Operational control Shared Full Full Hardware procurement Giotto Customer Giotto Managed support Included Optional Optional Best for Pilots & early production On-premise deployments on existing infra Building ownership from scratch Start with Giotto for free Giotto Open is a free shared cloud workspace for discovering Giotto. Access the assistant, upload documents, explore code support, use the API, and experiment with agents. Giotto Open Hosted in Europe. Free. For everyone. Access to Giotto Personal AI Assistant Document upload and analysis Code assistance Agents and integrations API use Start now ! : Screenshot of a coding environment showing Python code analyzing the Iris dataset with logistic regression. Your AI Operating System Giotto combines a reasoning model with the operating system around it: assistant, documents, code, integrations, agents and visibility into the infrastructure that powers the work. ! : Interface of Giotto Assistant showing sections for reasoning, plan, tools, memory, and a chat input box. Assistant Ask questions, plan work, use tools, and keep context across your day. ! : Stack of documents including a Q2 Research Report, charts, and a note on increased resilience across regions. Documents Summarize, compare, extract insights, and turn files into reusable knowledge. ! : Dark-themed code editor screen showing Python code, variable watch, terminal output, and flowchart diagrams. Code Write, inspect, debug, and reason about code in a practical development workflow. ! : Diagram of Giotto integrating with enterprise business tools. Integrations Connect email, calendar, team tools, and business systems into one
operating layer. ! : Flowchart showing Trigger linked to Research, Analysis, Validation Agents, leading to Synthesis Agent and Output. Agents Create task-specific agents for research, operations, analysis, and repeatable workflows. ! : Sketch of server racks, cloud, world map, and infrastructure overview dashboard with uptime and alerts. Monitoring See where workloads run, which systems are used, and how infrastructure performs. Technology Advanced systems, designed to run efficiently. Giotto is built as three connected layers: the model, the operating system around the model and the deployment layer that lets it run where it makes the most sense. Model Advanced reasoning designed with deployability in mind, not only leaderboard presentation. Operating system Assistant, documents, code, integrations, agents and memory sit in one coherent workspace. Deployment layer Use Giotto in the cloud, download it on private GPUs or buy dedicated Giotto hardware. ! : Layered diagram showing Giotto model, operating system with assistants, documents, code, agents, and deployment options. The smartest model running on a single GPU Giotto 1 is a high-reasoning model built for practical deployment. This benchmark snapshot shows how the model performs across math, science and reasoning evaluations against popular models that can run on a single GPU. Giotto 1 benchmark panel This table compares Giotto 1 against popular models in the single-GPU and efficient-deployment category. Model AIME24 AIME25 AIME26 GPQA Diamond MATH-500 HLE Giotto 1 86.7 83.3 93.3 85.4 99.6 18.4 Gemma 4 31B – – 86.2 89.2 – 19.5 GPT-OSS-120B 80.4 80.0 – 73.1 97.0 8.6 NVIDIA Nemotron 3 Nano 30B-A3B – 89.1 – 75.7 98.0 10.6 DeepSeek-R1-Distill-Qwen-32B 72.6 63.0 – 62.1 94.3 – Ministral 3 14B – 30.0 – 57.2 – 4.6 About us A Swiss lab with European heart Headquartered in Lausanne, Switzerland, we work with a team of qualified professionals across Europe. Our research and product development are the result of years of collaboration between industry and academia. Work with us Open Positions * AI * AI Research Scientist Lausanne, Vaud (Hybrid) * Business Development * Business Development Associate Zurich, Zurich (Hybrid) * Business Development Manager Zurich, Zurich (Hybrid) * Engineering * Machine Learning Engineer Remote * Senior Software Engineer Remote * Product * LLM Architect Remote * Machine Learning Engineer Remote * Spontaneous Application – Engineering Talent (Future Opportunities) Remote Powered by Management Led by an experienced and visionary team. ! : Aldo Podestà - CEO of Giotto Aldo Podestà []( CEO ! : Matteo Caorsi - CTO of Giotto Matteo Caorsi []( CTO ! : Francesco Palma - COO of Giotto Francesco Palma []( COO ! : Wallyson Lemes de Oliveira - CAIO of Giotto Wallyson Lemes de Oliveira []( CAIO Start with Giotto Use it in the cloud, download it privately, or buy Giotto-ready hardware. Get Started Today ! : ISO certification badge Cert No. 12536-ISMS-001 ISO/IEC 27001:2022 © 2026 SA - All rights reserved Privacy Policy Headquarter Place de la Gare 4 1003 Lausanne - Switzerland VAT: CHE‑300.132.471 Social &Contacts business@ mailto:business@ ?subject=Let's%20innovate%20togetherhr@ mailto:hr@ ?subject=Let's%20innovate%20together
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DIGITVEST Digital Assets Models More… Sign in AI digital asset portfolio 10 listed Transfer-ready AI AIToolArea AI Tools Directory Monetization Automations Launch stack Asset clusters CV4Biz Career Product Blogpostr Content SaaS ViralSendr Growth Tool AIJobr Recruiting Tool Portfolio activity Live updates 10 Assets 4 Categories 14d Transfer Acquisition pipeline Digitvest Studio We sell digital assets built on AI-powered business models. We do not sell custom website projects. We build and package ready-to-transfer digital assets with validated AI business logic, monetization structure, and launch support. Browse digital assets to us Asset transfer process built for founders and operators. Asset transfer process 01 Select asset Choose your AI business asset 02 Evaluate model Revenue, stack, and growth walkthrough 03 Transf
DIGITVEST Digital Assets Models More… Sign in AI digital asset portfolio 10 listed Transfer-ready AI AIToolArea AI Tools Directory Monetization Automations Launch stack Asset clusters CV4Biz Career Product Blogpostr Content SaaS ViralSendr Growth Tool AIJobr Recruiting Tool Portfolio activity Live updates 10 Assets 4 Categories 14d Transfer Acquisition pipeline Digitvest Studio We sell digital assets built on AI-powered business models. We do not sell custom website projects. We build and package ready-to-transfer digital assets with validated AI business logic, monetization structure, and launch support. Browse digital assets to us Asset transfer process built for founders and operators. Asset transfer process 01 Select asset Choose your AI business asset 02 Evaluate model Revenue, stack, and growth walkthrough 03 Transf
er ownership Brand, infrastructure, and access handover 04 Launch under your brand Go live with implementation support 10 Websites available to buy now 7-14d Typical launch timeline Team Company-level support 3+ Client testimonials Services What Digitvest builds for you Business Websites Fast, modern company websites focused on trust, positioning, and lead generation. Landing Pages High-conversion campaign pages for offers, launches, and paid traffic funnels. Website Redesigns Complete relaunch of outdated sites with better messaging, UX, and performance. SEO Foundations Technical SEO setup, metadata, clean page structure, and index-ready content. Conversion Optimization CTA architecture, trust sections, social proof, and form flow optimization. Ongoing Support Post-launch improvements, maintenance, A/B experiments, and content updates. Portfolio 10 websites currently available AI Tools Directory AIToolArea , SEO pages, Analytics Curated AI tools platform with search-first UX, category pages, and monetization-ready funnel blocks. Career Product CV4Biz , Prisma, AI APIs Conversion-optimized CV platform with guided flows, onboarding, and lead capture pages. Content SaaS Blogpostr , OpenAI, Admin CMS SEO-focused content workflow with AI-assisted generation and editorial dashboard. Growth Tool ViralSendr , Postgres, Email APIs Campaign landing stack with referral mechanics, list capture, and analytics instrumentation. Recruiting Tool AIJobr , Forms, CRM hooks Lead-generation website with job-focused funnels and automated qualification steps. Marketplace PromptGalaxi , Stripe, Role-based auth Prompt library storefront with plan gating, account areas, and purchase flows. Creator SaaS VideoGenr , Queue jobs, Storage Offer page plus dashboard experience for video generation and export workflows. Creator SaaS VoiceGenr , Payments, API layer Voice product site with pricing tiers, onboarding, and trial conversion funnel. Ecommerce DiggyMarket , Stripe, SEO pages Product-focused marketing website with checkout flow and trust-building content sections. B2B Leadgen AILeadGenr , Analytics, CRM B2B service website with clear offers, qualification forms, and meeting booking CTAs. View full portfolio details Process From idea to launch in four steps 01 Discovery We define your offer, audience, and conversion goals before writing any code. 02 Wireframe + Copy You get a complete page structure with sales-focused copy tailored to your product. 03 Design + Build We implement the full website with clean performance, SEO basics, and responsive behavior. 04 Launch + Iterate After launch, we review analytics and improve pages based on real user behavior. Ready to start Need a website that actually sells? Send your current website or idea, and we will recommend the right business model and launch plan. Book discovery call business models Product * Portfolio * Services * Business Models Legal * Imprint * Privacy * Terms * DPA Company * About * Contact Follow us © 2026 Digitvest. All rights reserved. Terms of Service Policy
涉安全风险，阿里内部禁用Claude Code
7月3日，南都N视频记者从阿里内部人士处获悉，因近期Claude Code被曝存在植入后门的安全风险，阿里经综合评估后已将其列入高风险软件名单。自7月10日起，阿里将全面禁止内部员工在办公环境下使用Claude Code，并推荐使用Qoder作为替代方案。 据了解，Claude Code是AI公司Anthropic于2025年推出的代理式AI编程智能体（Agent），依托Claude大模型打造，区别于普通代码补全工具，是可自主操作完整项目的开发助手。2026上半年，阿里、互联网大厂研发团队批量试用，用于后端、AI模型工程化开发，程序员自费或企业报销调用额度。 Qoder则是去年8月阿里发布的面向全球用户的Agentic编程平台。旗下产品包括Qoder IDE、Qoder CLI、Qoder JetBrains插件、Qoder移动端、QoderWork、QoderWake。据悉自2025年8月上线以来，Qoder已服务全球超过500万用户、数十万家企业。
7月3日，南都N视频记者从阿里内部人士处获悉，因近期Claude Code被曝存在植入后门的安全风险，阿里经综合评估后已将其列入高风险软件名单。自7月10日起，阿里将全面禁止内部员工在办公环境下使用Claude Code，并推荐使用Qoder作为替代方案。 据了解，Claude Code是AI公司Anthropic于2025年推出的代理式AI编程智能体（Agent），依托Claude大模型打造，区别于普通代码补全工具，是可自主操作完整项目的开发助手。2026上半年，阿里、互联网大厂研发团队批量试用，用于后端、AI模型工程化开发，程序员自费或企业报销调用额度。 Qoder则是去年8月阿里发布的面向全球用户的Agentic编程平台。旗下产品包括Qoder IDE、Qoder CLI、Qoder JetBrains插件、Qoder移动端、QoderWork、QoderWake。据悉自2025年8月上线以来，Qoder已服务全球超过500万用户、数十万家企业。
消息称阿里巴巴内部宣布禁用Claude 卸载Anthropic相关产品
【CNMO科技消息】7月3日，据《智东西》报道，阿里巴巴内部宣布禁用Claude。阿里全员被要求卸载Anthropic相关产品，包括Sonnet、Opus、Fable等多个系列模型，以及Claude Code在内的Agent产品。禁令于7月10日正式生效。 《智东西》表示，自今年初以来，阿里内部为鼓励员工采用AI技术，不仅推出内部模型免费额度，还对外部模型使用实行大额报销政策。员工可自由选择Claude、GPT、Gemini等外部模型，不少程序员每周消耗额度高达数百美元，并将Claude Code、OpenAI Codex与阿里旗下Qoder都作为高频使用的Agent工具。此次“反向禁用”切断了Claude这一通道。 据CNMO科技了解，今年6月底至7月初，Anthropic对Claude实施新一轮大规模封号，大量中国用户在无预警下被禁用，个人订阅和团队账户都被波及。其中直接通过Anthropic官网付费、被判定违规的账号官方不予退款，申诉成功率极低。 值得一提的是，有消息称，阿里巴巴正对旗下三款企业级Agent产品进行合并：以桌面AI智能体工具“QoderWork”为基础，将钉钉孵化的企业协同办公Agent“悟空”、阿里云内部创业的Agent执行引擎“MuleRun”的能力进行深度整合。
【CNMO科技消息】7月3日，据《智东西》报道，阿里巴巴内部宣布禁用Claude。阿里全员被要求卸载Anthropic相关产品，包括Sonnet、Opus、Fable等多个系列模型，以及Claude Code在内的Agent产品。禁令于7月10日正式生效。 《智东西》表示，自今年初以来，阿里内部为鼓励员工采用AI技术，不仅推出内部模型免费额度，还对外部模型使用实行大额报销政策。员工可自由选择Claude、GPT、Gemini等外部模型，不少程序员每周消耗额度高达数百美元，并将Claude Code、OpenAI Codex与阿里旗下Qoder都作为高频使用的Agent工具。此次“反向禁用”切断了Claude这一通道。 据CNMO科技了解，今年6月底至7月初，Anthropic对Claude实施新一轮大规模封号，大量中国用户在无预警下被禁用，个人订阅和团队账户都被波及。其中直接通过Anthropic官网付费、被判定违规的账号官方不予退款，申诉成功率极低。 值得一提的是，有消息称，阿里巴巴正对旗下三款企业级Agent产品进行合并：以桌面AI智能体工具“QoderWork”为基础，将钉钉孵化的企业协同办公Agent“悟空”、阿里云内部创业的Agent执行引擎“MuleRun”的能力进行深度整合。
华为解读Agentic AI时代金融科技变革路径
6月中旬，华为在2026中国国际金融展上围绕“Agentic AI时代金融科技变革趋势、超节点核心竞争力、金融AI智能体规模化落地”三大核心议题，与媒体展开了深度交流。 华为计算产品线副总裁刘鑫、华为中国政企金融Marketing与解决方案销售部总经理王美钧出席，全面解读鲲鹏通算950超节点、昇腾384超节点的技术架构与行业价值，分享金融AI从可用到好用的落地方法论，阐述开源开放与自主生态建设思路。 重磅解读鲲鹏通算950超节点 灵衢架构重构金融算力底座 刘鑫指出，Agentic AI时代正从四个维度重构金融算力需求：智能体7×24小时自主执行要求基础设施弹性稳态运行；KV Cache与知识库带来高频高密数据访问；机器级交互对时延提出极致要求；动态权限调用带来全新安全风险，且智算与通算必须深度协同。 针对上述挑战，华为发布TaiShan 950 SuperPoD（鲲鹏超节点），核心技术支撑为自研灵衢互联架构（UnifiedBus）。该架构打破传统以CPU为中心模式，通过统一协议整合PCIE、CXL、RDMA等通信协议，实现XPU、DPU、SSD等计算器件的高效互联，具备“超大带宽、超低时延、统一内存语义”三大特性，满足新一代数据中心海量算力池、高效互联协同。 鲲鹏超节点精准匹配金融两大核心场景：在Agentic AI领域，依托多级缓存共享架构，可支持高密度沙箱运行和快速拉起，大幅提升智能体部署密度与启动速度，围绕智能记忆与知识库场景，超节点通过共享内存、分布式上下文缓存和低时延通信，可有效提升业务启动，减少Token消耗；在核心数据库领域，依托内存共享能力，实现OLTP事务性能提升1.5倍，系统故障恢复时长RTO从30秒缩短至6秒，OLAP分析性能提升65%。同时，灵衢协议及配套组件已全面开源，通过调用已开放的API可以让存量应用无需修改即可获得50%以上性能提升。 昇腾384超节点重磅亮相 打造Agentic AI时代最佳训推算力底座 本次金融展上，华为同步展示了昇腾384超节点这一明星产品。该产品同样
6月中旬，华为在2026中国国际金融展上围绕“Agentic AI时代金融科技变革趋势、超节点核心竞争力、金融AI智能体规模化落地”三大核心议题，与媒体展开了深度交流。 华为计算产品线副总裁刘鑫、华为中国政企金融Marketing与解决方案销售部总经理王美钧出席，全面解读鲲鹏通算950超节点、昇腾384超节点的技术架构与行业价值，分享金融AI从可用到好用的落地方法论，阐述开源开放与自主生态建设思路。 重磅解读鲲鹏通算950超节点 灵衢架构重构金融算力底座 刘鑫指出，Agentic AI时代正从四个维度重构金融算力需求：智能体7×24小时自主执行要求基础设施弹性稳态运行；KV Cache与知识库带来高频高密数据访问；机器级交互对时延提出极致要求；动态权限调用带来全新安全风险，且智算与通算必须深度协同。 针对上述挑战，华为发布TaiShan 950 SuperPoD（鲲鹏超节点），核心技术支撑为自研灵衢互联架构（UnifiedBus）。该架构打破传统以CPU为中心模式，通过统一协议整合PCIE、CXL、RDMA等通信协议，实现XPU、DPU、SSD等计算器件的高效互联，具备“超大带宽、超低时延、统一内存语义”三大特性，满足新一代数据中心海量算力池、高效互联协同。 鲲鹏超节点精准匹配金融两大核心场景：在Agentic AI领域，依托多级缓存共享架构，可支持高密度沙箱运行和快速拉起，大幅提升智能体部署密度与启动速度，围绕智能记忆与知识库场景，超节点通过共享内存、分布式上下文缓存和低时延通信，可有效提升业务启动，减少Token消耗；在核心数据库领域，依托内存共享能力，实现OLTP事务性能提升1.5倍，系统故障恢复时长RTO从30秒缩短至6秒，OLAP分析性能提升65%。同时，灵衢协议及配套组件已全面开源，通过调用已开放的API可以让存量应用无需修改即可获得50%以上性能提升。 昇腾384超节点重磅亮相 打造Agentic AI时代最佳训推算力底座 本次金融展上，华为同步展示了昇腾384超节点这一明星产品。该产品同样
基于华为自研灵衢互联技术打造，于2025年面向全行业正式商用发布，当前已在互联网、金融、能源等多个行业落地规模化部署，累计出货超过 550 套。亮眼的市场落地成绩，既是产品硬核技术实力的有力佐证，也充分印证昇腾超节点已成长为千行百业智能化转型的核心算力底座，可充分满足各行业在 AI 模型训练、推理场景下多元化的算力需求。 在训练场景，金融行业已从大规模通用预训练转向增量训练、领域微调与强化学习。昇腾384凭借超大带宽优势，完美支撑MoE多专家类模型高效训练，尤其在风控场景中加速强化学习进程。其创新的训推一体化部署架构，可将训练与推理实例部署在同一超节点内部，实现高效训推参数同步、动态权重转换，端到端效率大幅提升，同时昇腾天然适配verl等主流强化学习框架，降低金融专属大模型开发门槛。 在推理场景，AI Coding、营销、信贷等场景已大规模应用智能体技术，AI Agent多轮对话与技能调用带来百倍级Token消耗，对低时延、高吞吐提出极致要求。昇腾384超节点天然亲和 Agentic AI 负载，通过48TB全局内存池共享，实现NPU间直接内存语义访问，数据交互效率提升3倍；更大的KV Cache容量满足智能体超长上下文需求，结合大规模专家并行优化，单卡推理吞吐提升4倍以上，显著提升推理性能和落地经济性。 目前，昇腾超节点已在邮储银行等诸多金融机构成功部署上线，正在加速金融大模型从技术验证迈向全业务场景规模化应用。 金融A I 开放架构 赋能行业结构性变革 华为中国政企金融Marketing与解决方案销售部总经理王美钧强调，AI对金融的影响是结构性变革，将重新定义流量入口、重新定义产品服务、重塑用户旅程、重构运营对象和形态、，并构建“自然人+数字员工”的新型组织形态。 为支撑这一变革，华为打造了金融开放AI架构，繁荣金融智能体应用生态：底座是华为自主研发的昇腾超节点集群和CANN生态，为国内各类模型提供先进算力支撑；上面基于华为ModelArts智算云，可以为金融机构打造安全可靠、私有化部署的模型基座，支撑百模千态，供各种智能体调用；再上层是智能体层，用于使能场景创新，基于智能体平台，协助金融客户开发全场景的智能体应用，覆盖完整业务生命周期和各类岗位角色；最后，在帮金融机构做场景落地的同时，打造出一支属于金融机构自己的复合型AI人才队伍。 针对金融AI规模化落地难题，王美钧提出八点核心路径：坚持一把手工程、推动技术业务数据部门融合、以应用人数为评判标准、构建开放模型平台、强化工程优化能力、围绕场景开发智能体、打造企业高质量数据集、将AI作为长期战略。刘鑫补充，当前金融AI仍面临训练效率、推理性能、智能体落地三大技术瓶颈，华为正通过超节点架构与软件优化助力实现场景化落地。 此外，华为在活动展区设置了数智基础设施、生态、核心、AI、数据、韧性DC、鸿蒙七大核心展点，集中展示TaiShan 950 SuperPoD、昇腾384超节点等旗舰产品与前沿案例。华为持续夯实计算、存储、网络、云、数据库等数智基础设施，目前已为全国超过1800家金融机构提供支撑，助力其推进主机下移、核心系统改造、数字化转型、智能化创新应用等关键战略落地 华为计算产品线副总裁刘鑫在会上表示，开源开放与自主生态相辅相成。华为始终坚持“硬件开放、软件开源、使能伙伴、发展人才”的16字方针，在计算产业领域持续投入开源建设：openEuler操作系统2025年新增部署超600万套，金融行业市场份额达87.2%；全面开源CANN、openFuyao等基础软件栈；全面支持三方开源框架，实现PyTorch框架97%以上的API一致性支持，对vLLM等主流推理框架做到0-day适配。 本次金融展上，华为展现了在Agentic AI时代的技术积累与行业实践。面向未来，华为将持续加大算力基础设施与金融AI研发投入，坚持根技术创新与开放生态双轮驱动，与产业各方共同推动金融AI规模化应用，为金融强国建设注入数智动能。