Physical-World AI · Infrastructure Engineering

Wonder What Intelligence Can Build

智構萬象 德見未來

iWonder Group is the catalyst for next-generation engineering digitalization — integrating physics-informed AI, advanced modular construction, and value engineering to redefine the boundaries of the built environment. iWonder Group 是新一代工程數碼化的推動者——融合物理驅動人工智能、先進模組化建造與價值工程,重新定義建築環境的邊界。

Physics-Driven Predictive Models物理驅動預測模型 4S / SSSS Compliance4S / SSSS 合規 Modular Integrated Construction組裝合成建築 Digital Twin
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The Foundation of Physical-World AI物理世界人工智能的基礎

From reactive site management to a Physical-World AI paradigm — transforming infrastructure from static assets into intelligent, data-generating ecosystems. 從被動的工地管理,走向物理世界人工智能——讓基礎設施由靜態資產,轉化為持續產生數據的智能生態系統。

Modern infrastructure complexity demands more than fragmented software. The iWonder Group serves as the high-level orchestration layer for engineering digitalization — a unified strategic framework spanning precision design, automated safety, and modular efficiency. 現代基建的複雜程度,遠超零散軟件工具所能應付。iWonder Group 擔當工程數碼化的高層統籌角色——以統一策略框架,貫穿精密設計、自動化安全與模組化效率。

The Dilemma We Solve我們解決的問題

Passive maintenance waits for failure. We deploy physics-driven predictive models that act before it happens:被動維修總是等事故發生才行動。我們的物理驅動預測模型,在問題發生前已介入:

  • Hidden progressive failures detected in water networks, bridges and tunnels及早偵測水管網絡、橋樑與隧道中隱性的漸進式損傷
  • Intervention before defects manifest as critical collapses在缺陷演變成嚴重事故之前完成干預
  • Engineering science bridged with data analytics — legacy digitized打通工程科學與數據分析——將企業經驗數碼化傳承
Our Strategic Core 技術核心

Physics-Driven Intelligence物理驅動智能

At the vanguard of “AI for Engineering”, we move beyond the limitations of traditional machine learning — effective even where failure data is scarce.站於「工程人工智能」的最前沿,我們突破傳統機器學習的局限——即使故障數據稀缺,依然有效。

Traditional ML 傳統機器學習

Data-hungry, black-box依賴大量數據的黑盒模型

  • Struggles with scarce failure data inherent in infrastructure難以應付基建行業固有的故障數據稀缺問題
  • Opaque outputs — hard to trust for safety-critical assets輸出結果不透明——難以用於安全攸關的資產
  • Weak transferability across asset classes and sites跨資產類別及跨場地的遷移能力薄弱
iWonder Physics-Driven Models iWonder 物理驅動模型

Interpretable & transferable可解釋、可遷移

  • Effective even in sparse-data scenarios即使在數據稀疏的場景下依然有效
  • Physics-informed — every prediction is explainable以物理學為基礎——每一個預測都可解釋
  • Proprietary models built on engineering first principles建基於工程學基本原理的自主研發模型
PATENT · TTC.PA.1581

High-precision pedestrian re-identification across fragmented camera views (HKUST).分散鏡頭視角下的高精度行人重新識別(科大專利)。

PATENT · TTC.PA.1623

Multi-camera trajectory tracking & site safety compliance monitoring (HKUST).多鏡頭軌跡追蹤及工地安全合規監測(科大專利)。

4S / SSSS

Full DEVB TC(W) No. 3/2023 compliance — 10 modules, 24/7 CMP, deployed within 30 days.完全符合 DEVB TC(W) No. 3/2023——10 個模組、24/7 中央平台、30 天內完成部署。

The Subsidiary Ecosystem 集團業務板塊

A Cross-Asset Platform跨資產類別的工程平台

Three specialized engines, one orchestrated force — precision design, real-time site intelligence, and modular manufacturing.三大專業引擎,協同如一——精密設計、工地實時智能、模組化製造。

MANTUS
The Structural Backbone結構骨幹

MANTUS

Precision engineering & multi-disciplinary consultancy. Founded 2017, operating across Hong Kong and Shenzhen — value engineering that cuts cost without cutting safety.精密工程與跨專業顧問。2017 年成立,橫跨香港與深圳雙城運作——以價值工程降低造價,同時堅守安全底線。

  • Structural & geotechnical design結構及岩土設計
  • Alternative design optimization (value engineering)替代設計優化(價值工程)
  • Independent Checking Engineer (ICE)獨立審查工程師(ICE)
  • BD orders & MiC consultancy屋宇署命令及 MiC 顧問
300+ projects delivered已交付 300+ 個項目
AutoSafe
The Real-Time Data Layer實時數據層

AutoSafe

Patented AI safety with full 4S/SSSS compliance (DEVB TC(W) No. 3/2023) — exclusive HKUST-backed computer vision that follows risk across the entire site footprint.專利人工智能安全系統,完全符合 4S/SSSS 要求(DEVB TC(W) No. 3/2023)——科大專利視覺技術,全程追蹤整個工地範圍的風險。

  • Smart Site Safety System (SSSS)智慧工地安全系統(SSSS)
  • Patents TTC.PA.1581 & TTC.PA.1623 (HKUST)專利 TTC.PA.1581 及 TTC.PA.1623(香港科技大學)
  • Centralized Management Platform, 24/7 monitoring中央管理平台,24/7 遙距監控
  • Digital Twin — 10 distinct 4S modules數碼孿生——10 個獨立 4S 模組
Deployed within 30 days30 天內完成部署
MiCON
The Modular Orchestrator模組化統籌

MiCON

One-stop total modular solution — moving assembly from the unpredictable site to a controlled, millimeter-accurate manufacturing environment.一站式模組化方案——將組裝工序由不可控的工地,移至受控且精準至毫米的製造環境。

  • DfMA & MiC engineeringDfMA 及 MiC 工程
  • 4D/5D BIM, IoT & CDE transparency4D/5D BIM、物聯網及共用數據環境透明度
  • Millimeter-precision laser QA/QC verification毫米級激光品質驗證
  • Advanced manufacturing & JIT logistics先進製造及準時物流
Timelines reduced by months工期以月為單位縮短
One Closed Loop 封閉數據閉環

Design. Sense. Manufacture. Iterate.設計 · 感知 · 製造 · 迭代

Structural rigor envisioned by MANTUS is verified in real time by AutoSafe and realized with zero margin for error by MiCON — then the data flows back to make the next design smarter.MANTUS 構想的結構嚴謹性,由 AutoSafe 實時驗證,並由 MiCON 以零誤差標準實現——數據隨後回流,讓下一代設計更智能。

Step 01 · Design設計

MANTUS

Precision engineering & value-engineered designs optimized for the entire asset lifecycle.精密工程與價值工程設計,為資產全生命周期優化。

Step 02 · Sense感知

AutoSafe

Site progress, worker efficiency and safety telemetry captured 24/7 by patented vision AI.專利視覺人工智能 24/7 採集施工進度、人員效率及安全數據。

Step 03 · Manufacture製造

MiCON

Millimeter-precision modular fabrication delivered just-in-time to the prepared site.毫米級精度模組化生產,準時送達已就緒的工地。

Operational data flows back — feeding the next design cycle營運數據回流——持續滋養下一輪設計
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Successful projects across the Greater Bay Area大灣區成功交付項目
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Years of multi-disciplinary experience年跨專業經驗
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Days to full 4S-ready deployment天完成 4S 系統部署
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Immersive CAVE units on public worksites公共工地的沉浸式 CAVE 裝置佔比
Global Operations 營運佈局

Greater Bay Area Presence大灣區據點

Localized expertise and cross-border innovation — physically present where our clients face their most significant operational challenges.本地專業知識與跨境創新——我們親身進駐客戶面對重大營運挑戰的地方。

Hong Kong · R&D Hub香港 · 研發中心

Hong Kong Science Park香港科學園

Unit 1315, 13/F, Building 19W, 19 Science Park West Avenue, Science Park, Hong Kong (Pak Shek Kok / Shatin)香港科學園科技大道西 19 號 19W 座 13 樓 1315 室(白石角/沙田)

Hong Kong · Consultancy香港 · 顧問及支援

Yau Ma Tei & San Po Kong油麻地及新蒲崗

Strategic offices providing consultancy & support across the territory.策略辦公室,為全港客戶提供顧問及支援服務。

Shenzhen · Strategic Center深圳 · 策略中心

Futian District福田區

Manufacturing coordination & AI development at the heart of the GBA.座落大灣區核心,負責製造協調與人工智能開發。

Careers 加入我們

Build the Future With Us與我們共建未來

We are always looking for engineers, digital specialists and builders who share our belief: infrastructure should be intelligent, not just durable.我們一直在尋找與我們理念一致的工程師、數碼專才及建造人才:基建不應只是耐用,更應該具備智能。

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Real impact at scale參與真實的大型項目

300+ delivered projects across the Greater Bay Area.大灣區 300+ 個已交付項目。

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Technology-first culture技術優先的文化

Patented AI, physics-driven models, Digital Twin and MiC — not paperwork engineering.專利人工智能、物理驅動模型、數碼孿生及 MiC——而非文書式工程。

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Cross-border growth跨境發展機會

Hong Kong and Shenzhen dual-market exposure.香港與深圳雙市場歷練。

Engineering · BIM · AI · MiC roles — send your CV to工程、BIM、AI、MiC 崗位——履歷請投至 hr@iwonderholdings.com

Secure Your Future Infrastructure為您的未來基建做好準備

A consultation with iWonder Group is the first step toward digitizing your firm’s legacy. We visit your site, analyze daily operational difficulties, and fine-tune a solution that integrates with your existing assets.與 iWonder Group 的一次諮詢,是貴機構經驗數碼化傳承的第一步。我們親臨工地,分析日常運作難點,度身訂造與現有資產無縫整合的方案。

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Technological Consultation技術諮詢

Explore how our physics-driven predictive models solve the dilemma of passive maintenance for your asset class.了解我們的物理驅動預測模型,如何為您的資產類別解決被動維修的困境。

Book a session →預約諮詢 →
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Public Sector Partnerships公共部門合作

Ensure 100% compliance with DEVB TC(W) No. 3/2023 — 4S-ready systems deployed within 30 days of your bill of quantities.確保 100% 符合 DEVB TC(W) No. 3/2023——按工程量清單,30 天內完成 4S 系統部署。

Ensure compliance →確保合規 →
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Immersive AI Safety Demos沉浸式 AI 安全演示

Step inside the “Immersive CAVE” — see your site in a 1:1 human-scale Digital Twin. Nine of ten CAVE units on public worksites are ours.走進「沉浸式 CAVE」——以 1:1 人尺度數碼孿生檢視您的工地。全港公共工地十台 CAVE 裝置,九台出自我們。

Experience the CAVE →體驗 CAVE →
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Get in Touch與我們聯絡

For project enquiries, design optimisation, tender technical support or other engineering consultancy services, please get in touch. 如就項目查詢、設計優化、投標技術支援或其他工程顧問服務,歡迎與我們聯絡。

Office Locations辦公室位置

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Hong Kong Office香港辦公室

2/F, On Tin Centre, 1 Sheung Hei Street, San Po Kong, Hong Kong香港新蒲崗上喜街 1 號安田中心 2 樓

info@iwonderholdings.com
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Shenzhen Office深圳辦公室

Room 2310, Tongxin Building, Futian District, Shenzhen, Guangdong Province, China中國廣東省深圳市福田區同信大廈 2310 室

info@iwonderholdings.com
Contact Us聯絡我們