{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-23T06:40:50.084Z","headline":"Applied Computing wants to give oil and gas operators an AI model for the entire plant","description":"Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文入口，并将继续跟踪后续更新。来源：TechCrunch：AI（RSS）。","url":"https://www.aioga.com/news/cmrn1zvu705hkbije91ng3f33/","mainEntityOfPage":"https://www.aioga.com/news/cmrn1zvu705hkbije91ng3f33/","datePublished":"2026-07-16T04:00:00.000Z","dateModified":"2026-07-16T04:00:00.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://techcrunch.com/2026/07/15/applied-computing-wants-to-give-oil-and-gas-operators-an-ai-model-for-the-entire-plant","https://aihot.virxact.com/items/cmrn1zvu705hkbije91ng3f33"],"canonicalUrl":"https://www.aioga.com/news/cmrn1zvu705hkbije91ng3f33/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：Applied Computing wants to give oil and gas operators an AI model for the entire plant。 Aioga 将其归入「AI资讯」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmrn1zvu705hkbije91ng3f33/","dateCreated":"2026-07-16T04:00:00.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"TechCrunch source article","url":"https://techcrunch.com/2026/07/15/applied-computing-wants-to-give-oil-and-gas-operators-an-ai-model-for-the-entire-plant","datePublished":"2026-07-16T04:00:00.000Z","provider":{"@type":"Organization","name":"TechCrunch","url":"https://techcrunch.com/2026/07/15/applied-computing-wants-to-give-oil-and-gas-operators-an-ai-model-for-the-entire-plant"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmrn1zvu705hkbije91ng3f33","datePublished":"2026-07-16T04:00:00.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmrn1zvu705hkbije91ng3f33"}}],"aggregationSource":"TechCrunch：AI（RSS）","originalPublisher":{"name":"TechCrunch","url":"https://techcrunch.com/2026/07/15/applied-computing-wants-to-give-oil-and-gas-operators-an-ai-model-for-the-entire-plant"},"article":{"id":"cmrn1zvu705hkbije91ng3f33","slug":"cmrn1zvu705hkbije91ng3f33","url":"https://www.aioga.com/news/cmrn1zvu705hkbije91ng3f33/","title":"Applied Computing wants to give oil and gas operators an AI model for the entire plant","title_en":"","summary":"Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文入口，并将继续跟踪后续更新。来源：TechCrunch：AI（RSS）。","source":"TechCrunch：AI（RSS）","sourceUrl":"https://techcrunch.com/2026/07/15/applied-computing-wants-to-give-oil-and-gas-operators-an-ai-model-for-the-entire-plant","aiHotUrl":"https://aihot.virxact.com/items/cmrn1zvu705hkbije91ng3f33","publishedAt":"2026-07-16T04:00:00.000Z","category":"AI资讯","score":0,"selected":false,"articleBody":["Applied Computing：https://appliedcomputing.com/, a London-based startup that’s building a foundation AI model for the oil, gas, and petrochemical industry, has raised a $20 million Series A led by engineering giant KBR, with Databricks Ventures participating.","Essentially, Applied Computing is pitching speed: It claims Orbital can flag anomalies, investigate what caused them, and model whether a proposed fix could create problems elsewhere in the facility, all within minutes. Adamson claims the product can compress investigations that previously took days or weeks into seconds, helping operators reduce energy use and maintain output.","That promise of speed seems to have found believers. The startup says it has gone from stealth to double-digit millions in annual recurring revenue in under 18 months. Adamson said Orbital is in use at some “large, publicly listed” upstream oil and gas, downstream refining and petrochemicals companies, although he declined to mention how many customers it has.","Its partners include Indian energy company Wipro, and KBR, which has integrated Orbital into its INSITE 3.0 digital platform for energy projects, and is using the product for ammonia production. Adamson said the startup is also working with a “major U.S. upstream operator” and plans to announce a partnership with a European oil major in the coming weeks.","Still, Applied Computing is entering a market that has entrenched industrial software suppliers, as well as more focused AI startups. AspenTech：https://www.aspentech.com/en/products/engineering/aspen-hysys sells simulation and AI-powered modeling software for upstream, refining, and chemical operations, while AVEVA：https://www.aveva.com/en/products/#cf-coveo_solution=Engineering offers physics-based process simulation, optimization, and “what-if” modeling for industrial plants. Cognite：https://www.cognite.com/en/product/cognite_data_fusion_industrial_dataops_platform and Seeq：https://www.seeq.com/ target the data layer, helping facilities analyze industrial data, and apply AI to design workflows.","Adamson argues that the company’s moat is not access to industrial data or process knowledge, but rather assembling AI researchers to build a model that can compete with Orbital. “It’s an AI problem. It’s not a data problem, and it’s not an energy problem,” he said. “If you’re a tier-one AI researcher, where are you going to work? … I don’t think Shell’s on that list.”","Adamson also pointed to the data Orbital receives through its deployments. Operational data from refineries and other energy facilities is generally not available publicly, he said, while simulated data cannot fully reproduce what happens inside a working plant.","The KBR partnership may help the company, too. Adamson said the partnership gives Applied Computing access to operational data and industry expertise, as well as introductions to more potential customers.","Applied Computing plans to use the $20 million to expand internationally, hire for research and engineering roles, and explore deployments with energy clients.","The company on Thursday said it’s also opened an office in Houston, adding to its headquarters in London and operational hub in Bengaluru. Adamson said the U.S. base puts the startup closer to two existing customers in North America, and an expansion into the Middle East is also in the works.","When you purchase through links in our articles, we may earn a small commission：https://techcrunch.com/techcrunch-affiliate-monetization-standards/. This doesn’t affect our editorial independence.","Ram is a financial and tech reporter and editor. He covered North American and European M&A, equity, regulatory news and debt markets at Reuters and Acuris Global, and has also written about travel, tourism, entertainment and books.","You can contact or verify outreach from Ram by emailing ram.iyer@techcrunch.com：mailto:ram.iyer@techcrunch.com.","Last chance to save up to $190 on TechCrunch Founder Summit. Join 1,000+ founders and VCs at all stages for real-world scaling insights and connections that move the needle. Savings end June 26, 11:59 p.m. PT .","Tesla driver in fatal Texas crash pressed accelerator 100%, NTSB confirms：https://techcrunch.com/2026/07/15/tesla-driver-in-fatal-texas-crash-pressed-accelerator-100-ntsb-confirms/ Sean O'Kane：https://techcrunch.com/author/sean-okane/","Amid hardware legal battle, OpenAI releases a $230 keyboard for Codex：https://techcrunch.com/2026/07/15/amid-hardware-legal-battle-openai-releases-a-230-keyboard-for-codex/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","OpenAI’s first hardware device is reportedly a screenless speaker that can move：https://techcrunch.com/2026/07/14/openais-first-hardware-device-is-reportedly-a-screenless-speaker-that-can-move/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","Anthropic’s newest ad is creeping people out：https://techcrunch.com/2026/07/14/anthropics-newest-ad-is-creeping-people-out/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","Satya Nadella has issued a shocking warning to companies using AI：https://techcrunch.com/2026/07/13/satya-nadella-has-issued-a-shocking-warning-to-companies-using-ai/ Julie Bort：https://techcrunch.com/author/julie-bort/","The wildest allegations in Apple’s trade secrets lawsuit against OpenAI：https://techcrunch.com/2026/07/13/the-wildest-allegations-in-apples-trade-secrets-lawsuit-against-openai/ Sarah Perez：https://techcrunch.com/author/sarah-perez/","Anthropic starts localizing Claude pricing for India, its biggest market after the US：https://techcrunch.com/2026/07/13/anthropic-starts-localizing-claude-pricing-for-india-its-biggest-market-after-the-us/ Jagmeet Singh：https://techcrunch.com/author/jagmeet-singh/"],"articleImages":[{"sourceUrl":"https://techcrunch.com/wp-content/uploads/2021/08/image.png?w=150","alt":"Ram Iyer","afterParagraph":10,"url":"/media/articles/cmrn1zvu705hkbije91ng3f33/6270afe747f716aa.webp"}],"mediaStatus":"ok","articleBodyZh":["Applied Computing：https://appliedcomputing.com/，一家总部位于伦敦的初创公司，正在为石油、天然气和石化行业构建基础 AI 模型，该公司已完成由工程巨头 KBR 领投的 2000 万美元 A 轮融资，Databricks Ventures 参与投资。","本质上，Applied Computing 推销的是速度：它声称 Orbital 可以在几分钟内发现异常、调查异常原因，并模拟拟议的修复是否会在设施的其他地方造成问题。Adamson 宣称，该产品能够将之前需要几天或几周的调查压缩到几秒钟内，有助于运营商减少能源消耗并保持产量。","这种速度承诺似乎找到了认可者。该创业公司表示，自隐秘状态开始，在不到 18 个月的时间里，其年经常性收入已经达到了两位数百万美元。Adamson 表示，Orbital 已在一些“大型上市”的上游油气、下游炼油和石化公司中投入使用，尽管他拒绝透露具体客户数量。","其合作伙伴包括印度能源公司 Wipro 和 KBR，后者已将 Orbital 集成到其用于能源项目的 INSITE 3.0 数字平台中，并将该产品用于氨生产。Adamson 表示，该初创公司还正在与“美国一大型上游运营商”合作，并计划在未来几周宣布与一家欧洲石油巨头的合作关系。","尽管如此，Applied Computing 正进入一个已有稳固工业软件供应商以及更专注 AI 初创公司的市场。AspenTech：https://www.aspentech.com/en/products/engineering/aspen-hysys 销售上游、炼油和化学操作的仿真及 AI 支持建模软件，而 AVEVA：https://www.aveva.com/en/products/#cf-coveo_solution=Engineering 提供工业工厂的基于物理的工艺仿真、优化和“假设”建模。Cognite：https://www.cognite.com/en/product/cognite_data_fusion_industrial_dataops_platform 和 Seeq：https://www.seeq.com/ 主要关注数据层，帮助工厂分析工业数据，并应用 AI 来设计工作流程。","亚当森认为，这家公司的护城河不是获取工业数据或工艺知识，而是聚集 AI 研究人员来构建一个能够与 Orbital 竞争的模型。“这是一个 AI 问题。不是数据问题，也不是能源问题，”他说。“如果你是一流的 AI 研究员，你会去哪里工作？……我不认为壳牌在名单上。”","亚当森还指出了 Orbital 通过其部署所获得的数据。他说，炼油厂和其他能源设施的运营数据通常不会公开，而模拟数据无法完全再现工作工厂内部发生的情况。","KBR 的合作伙伴关系也可能对公司有所帮助。亚当森表示，这种合作关系使 Applied Computing 获得了运营数据和行业专业知识，并能介绍更多潜在客户。","Applied Computing 计划使用这 2000 万美元进行国际扩张，招聘研究和工程岗位人员，并探索与能源客户的部署机会。","公司周四表示，它在休斯顿也已开设了一家办公室，补充了其位于伦敦的总部和班加罗尔的运营中心。亚当森表示，美国基地使这家初创公司更接近北美的两位现有客户，同时中东扩张也在筹备中。","当您通过我们文章中的链接购买时，我们可能会赚取少量佣金：https://techcrunch.com/techcrunch-affiliate-monetization-standards/。这不会影响我们的编辑独立性。","Ram 是金融和科技记者及编辑。他在路透社和 Acuris Global 报道北美和欧洲的并购、股权、监管新闻和债券市场，同时也撰写关于旅行、旅游、娱乐和书籍的报道。","您可以通过发送电子邮件至 ram.iyer@techcrunch.com 联系或核实 Ram 的外联事宜：mailto:ram.iyer@techcrunch.com。","在 TechCrunch 创始人峰会最后机会中可节省高达 190 美元。与 1000 多位各阶段的创始人和风险投资者共同参与，获取实际扩展见解和推动业务发展的联系。优惠截止 6 月 26 日，太平洋时间晚上 11:59。","德克萨斯州致命车祸中的特斯拉司机将油门踩到100%，国家运输安全委员会（NTSB）确认：https://techcrunch.com/2026/07/15/tesla-driver-in-fatal-texas-crash-pressed-accelerator-100-ntsb-confirms/ Sean O'Kane：https://techcrunch.com/author/sean-okane/","在硬件法律争端中，OpenAI为Codex发布了一款230美元的键盘：https://techcrunch.com/2026/07/15/amid-hardware-legal-battle-openai-releases-a-230-keyboard-for-codex/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","有报道称，OpenAI的首款硬件设备是一款无屏可移动扬声器：https://techcrunch.com/2026/07/14/openais-first-hardware-device-is-reportedly-a-screenless-speaker-that-can-move/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","Anthropic最新广告让人感到毛骨悚然：https://techcrunch.com/2026/07/14/anthropics-newest-ad-is-creeping-people-out/ Lucas Ropek：https://techcrunch.com/author/lucas-ropek/","萨蒂亚·纳德拉向使用人工智能的公司发出惊人警告：https://techcrunch.com/2026/07/13/satya-nadella-has-issued-a-shocking-warning-to-companies-using-ai/ Julie Bort：https://techcrunch.com/author/julie-bort/","苹果针对OpenAI的商业机密诉讼中的最疯狂指控：https://techcrunch.com/2026/07/13/the-wildest-allegations-in-apples-trade-secrets-lawsuit-against-openai/ Sarah Perez：https://techcrunch.com/author/sarah-perez/","Anthropic开始针对印度本地化Claude定价，该市场仅次于美国，是其最大的市场：https://techcrunch.com/2026/07/13/anthropic-starts-localizing-claude-pricing-for-india-its-biggest-market-after-the-us/ Jagmeet Singh：https://techcrunch.com/author/jagmeet-singh/"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：Applied Computing wants to give oil and gas operators an AI model for the entire plant。 Aioga 将其归入「AI资讯」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：AI 行业动态需要结合来源、时间、实际可用性和后续反馈判断，标题或单次发布本身不能替代完整证据。","viewpoint":"Aioga 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Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文入口，并将继续跟踪后续更新。来源：TechCrunch：AI（RSS）。","category":"AI资讯","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Applied Computing wants to give oil and gas operators an AI model for the entire plant - Berita AI Aioga","description":"Aioga tracks this update from TechCrunch：AI（RSS） under AI资讯. Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文","url":"https://www.aioga.com/id/news/cmrn1zvu705hkbije91ng3f33/"},"th":{"title":"Applied Computing wants to give oil and gas operators an AI model for the entire plant","summary":"Aioga tracks this update from TechCrunch：AI（RSS） under AI资讯. Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文入口，并将继续跟踪后续更新。来源：TechCrunch：AI（RSS）。","category":"AI资讯","source":"TechCrunch：AI（RSS）","aggregationSource":"TechCrunch：AI（RSS）","pageTitle":"Applied Computing wants to give oil and gas operators an AI model for the entire plant - ข่าว AI Aioga","description":"Aioga tracks this update from TechCrunch：AI（RSS） under AI资讯. Applied Computing wants to give oil and gas operators an AI model for the entire plant。该来源目前仅提供简短信息，Aioga 已保留发布时间、来源和原文","url":"https://www.aioga.com/th/news/cmrn1zvu705hkbije91ng3f33/"},"pl":{"title":"Applied Computing wants to give oil and gas operators an AI model for the entire plant","summary":"Aioga tracks this update from TechCrunch：AI（RSS） under AI资讯. 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