我們是誰
Vulcanest 是一家總部位於台灣的科技公司，專注於開發 AI 軟硬體解決方案，並與最前沿的 AI 技術工具合作，為亞洲市場提供量身定制的氣候變遷解決方案。它通過 AI 的計算、生成和預測能力，為重工業中複雜且精細的流程提供解決方案，引領未來發展。
工業能源使用與碳排放是全球最大的排放來源之一。煉油、化工和冶煉等行業需要高能耗的製程來生產工業和消費市場所需的材料。通過在工廠層面提高效率來降低能源需求，不僅可以減少成本，還能降低排放。Vulcan 是由矽谷 AI 專注型公司 TC Labs 開發的一套產品，專門針對此問題，它提供由 AI 驅動的製程優化產品，幫助高碳排產業提升運營效率、降低成本並減少環境影響。Vulcan 能夠吸收組織長年累積的製成知識，複製專家級問題解決能力，並利用 AI 指導來幫助企業在可持續創新中實現盈利與積極的氣候行動。
WHO WE ARE
Vulcanest is a Taiwan based technology company developing AI software and hardware solutions that partners with bleeding edge AI technology tools for tailored use in Asia that focuses on climate change solutions. It is the way forward harnessing the computational, generative, and predictive powers of AI for complex and intricate processes for heavy industries.
Industrial energy use and carbon emissions is one of the biggest emitters on the planet. Industries like refineries, chemicals, and smelting need energy intensive heat to fabricate materials needed for industrial and consumer needs. Mitigating energy needs by increase inefficiency on a plant level reduces costs and emissions. Vulcan is a product suite developed by Silicon Valley-based AI centric TC Labs that does just that. It focuses on providing expert process engineering products powered by AI for demanding industrial operations. It captures organizational knowledge and replicates expert problem solving, leveraging AI-driven guidance to help high-emission industries optimize operations, reduce costs, and minimize environmental impact—proving that sustainable innovation can drive both profitability and positive climate action.
關於這項技術:
Vulcan AI 工業推理輔助系統（Industrials Copilot） 包含五大核心模組，每個模組均具備強大功能：
- 利用數位化數據進行知識管理：基於大型語言模型（LLM）
- 生產運營優化
- 解決方案預測與推理
- 能源與碳排放管理
- 環境、安全與風險管理優化
Vulcan 的核心技術在於兩層架構的無縫集成，而非在設計後期才組裝而成。
這種先進的技術堆疊方法優於市場上的解決方案，後者往往只是將 AI 模型疊加到現有數據平台上，形成淺層 AI 或 LLM 聊天機器人應用。Vulcan 能夠實現真正的 Co-Pilot 問答與指導，克服傳統 AI 的局限性與盲點。
ABOUT THE TECHNOLOGY:
Vulcan AI Reasoning for Industrials Copilot: is divided into five major modules, each equipped with powerful functionalities:
- Knowledge Management using technology and digitized data :Large Language Model (LLM)
- Production Operations Optimization
- Solution Prediction and Inference
- Energy and Carbon Emission Management
- Environmental, Safety, and Risk Management Optimization
The core technology lies in the seamless integration of two layers at the architectural level, rather than being assembled post-design.
This advanced stacking approach outperforms market solutions that simply layer AI models onto existing data platforms as shallow AI or LLM chatbot applications. It enables true Co-Pilot-Q&A and guidance, while overcoming common AI limitations and blind spots.
TC Labs Vulcan AI Co-Pilot 榮獲 INSEAD 商業永續發展獎
Vulcan突破性AI軟體助力高排放產業降低能源消耗，獲國際肯定
台灣台北 – 2025年2月 –
TC Labs 的 Vulcan 的 AI 解決方案榮獲 INSEAD 商業永續發展獎，此獎項旨在 表彰創新企業如何實現永續經營與盈利並存。INSEAD 作為全球頂尖商學院，校 區遍佈法國、新加坡與阿布達比，長期致力於推動社會進步及環境永續發展。今 年，INSEAD 從全球遴選五家企業，表彰其在應對氣候變遷與環境挑戰上的卓越 貢獻。Vulcan Co-Pilot 於美國舊金山舉行的 INSEAD 美洲科技中心峰會( INSEAD Americas Technology Hub Summit)中脫穎而出，獲得殊榮。
總部位於矽谷的 TC Labs 所研發的 Vulcan，是一款專為營運與能源效率管理而 設計的 AI Co-Pilot。自推出以來，該系統已協助多家客戶實現顯著的能源與成本 節約。透過整合分散數據與專家知識，Vulcan 能快速診斷並解決複雜的運營問 題，為工程師與操作員提供 AI 驅動的決策輔助，猶如隨時隨地擁有頂級工程師 支援。與傳統工業 AI 工具不同，Vulcan 以快速整合、情境式決策支持及標準化 最佳實踐，為企業創造即時價值。
Vulcan 亞太區業務發展負責人 Debbie Chien Gajkowski 表示:「我們深感榮幸 獲得此獎項。Vulcan 已在美國重工業領域展現卓越的營運與節能成果，我們期 待將這項創新技術引入亞太地區。」
展望未來，Vulcan 計劃透過精準的市場拓展策略，加速全球布局，特別聚焦亞太 市場。透過本地化的「最後一哩」客製化解決方案，Vulcan 將為重工業企業提供 更適用的 AI 服務，重點涵蓋煉油、石化與冶煉等高排放產業，並拓展至台灣、東 南亞、南亞及澳洲等地區。根據 Vulcan 的數據與產業專家預估，該解決方案可協 助企業減少 10% 停機時間、降低 30% 能源成本，並提升 20% 產量，助力企業 與政府達成「淨零排放(Net Zero)」目標。
如需了解更多關於 Vulcanest 及其基於 AI 的能源管理解決方案，請聯繫: info@vulcanest.com
TCLabs’ Vulcan AI Reasoning for Industrials Copilot Honored with INSEAD Business Sustainability Award
Vulcan’s Groundbreaking AI Software Recognized for
Reducing Energy Consumption in High-Emission Industries
TAIPEI, TAIWAN – February 2025 – TC Labs’ Vulcan suite has been honored with the INSEAD Business Sustainability Award, an accolade that highlights innovative businesses proving that sustainability and profitability can go hand in hand. INSEAD is a globally renowned business school, with campuses in France, Singapore, and Abu Dhabi, committed to its mission of being a Force for Good. This year, INSEAD recognized five companies worldwide for their outstanding contributions to addressing climate change and environmental challenges, recognizing Vulcan AI Reasoning for Industrials Copilot in this year's Insead Americas Technology Hub Summit in San Francisco, California.
A product of Silicon Valley–based TC Labs, Vulcan is an AI Co-pilot for operational and energy efficiency management system that has helped multiple clients achieve significant energy and cost-saving results. Since its inception, it has bridged the gap between siloed data and tacit expertise, enabling industrial teams to rapidly diagnose and solve complex operational problems. By capturing and systematizing expert knowledge, Vulcan empowers engineers and operators with AI-driven guidance—akin to having a top engineer on call 24/7. Unlike traditional industrial AI tools, Vulcan delivers immediate value through rapid integration, contextual decision support, and consistent application of best practices across an operation.
“We are thrilled to receive this award,” said Debbie Chien Gajkowski, Head of APAC Business Development for Vulcan. “Vulcan has already shown substantial savings in operations and energy with increased processed efficiency for heavy industrials in the U.S., and we’re excited to bring this innovation to the APAC region.”
Looking ahead, Vulcanest will expand its global reach —particularly in APAC—using an adept GTM strategy leveraging localised last mile customisation for heavy industrials. This expansion will focus on high-emission sectors such as refineries, petrochemicals, and smelting in Asian markets including Taiwan, SEAsia, South Asia and Australia. Vulcanest’s data and industry experts anticipate helping clients reduce downtime by 10%, lower energy costs by 30%, and improve yield by 20%, benefitting both the corporate and government netzero aspirations.
For more information about Vulcan-est and its AI-based energy management solutions,
please contact: info@vulcanest.com
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