What We Do
You are about to set up a cross-border structure, sign a partnership framework, commit to a market entry path, or restructure equity ahead of a fundraise. Each of your professional advisors sees their part clearly. But these decisions don't exist in isolation — they interact, and the assumptions behind one can quietly constrain another.
That is what we do. We provide an independent, non-transactional judgment layer for founders navigating high-stakes cross-border decisions — working alongside your existing professional advisors, not replacing them. Our focus is on how these decisions connect and interact, and where the real lock-in points are — before the cost of getting it wrong goes up.
Background
XnovaAI is founded by Dr Min Huang, who brings over 30 years of experience spanning scientific research at the University of Oxford, deep-technology ventures in Cambridge, and board-level strategic advisory across China's technology sector.
This includes 15+ years of working directly with founders and controlling shareholders at critical inflection points — turnarounds, pre-listing preparations, business model pivots, governance crises, and cross-border structural transformations.
Research & Education: University of Oxford (Postdoctoral Research) · University of Sussex (DPhil) · Tsinghua University (BSc & Postgraduate Studies, Physics)
Writing
We publish observations on decision-making in accelerated, uncertain environments. Recent posts and the ongoing series are available on LinkedIn.
關於 XnovaAI(繁體中文)
大多數跨境決策在做出的時候,看起來都還有調整的餘地。但往往在推進過程中才發現——有些關鍵的部分,其實早已開始變得難以改動。這通常不是決策本身的問題,而是在做決定的當下,背後的假設、各條線之間的相互作用、以及可能的連鎖後果,沒有被一起審視。
如果你的團隊正在設立跨境架構、引入外部資本、推進跨境合作安排、或規劃新市場進入路徑——這些決策很可能正處在這個階段。
XnovaAI 專注於一件事:在這些決策正式鎖定之前,協助創辦人看清當前的假設基礎、識別各決策線之間已經存在的相互影響、並明確哪些承諾一旦做出就很難再調整。
創辦人黃民,三十年橫跨英國與中國,長期參與企業關鍵階段的結構性決策。十五年以上在中國科技企業的董事會層級策略經驗。牛津大學博士後,清華大學畢業。現以香港為基地,專注於跨境決策場景。
服務屬非受規管、非投資、非金融性質,不涉及任何受規管活動或資金安排。
Contact
Hong Kong · Shenzhen · Greater Bay Area
info@XnovaAI.com