AI Deployment Clinic for Construction: From Planning to Infrastructure Intelligence
AI Deployment Clinic for Construction: From Planning to Infrastructure Intelligence is an exclusive industry workshop bringing together construction leaders, property developers, facilities management teams, startups, and AI experts to explore how artificial intelligence is transforming the entire lifecycle of the built environment.
Hosted by JDI Group in collaboration with NVIDIA, this session focuses on how organisations can move beyond experimentation and deploy AI across planning, construction, operations, and infrastructure management.
Participants will engage in interactive discussions, workflow mapping exercises, and collaborative ideation sessions designed to uncover practical AI deployment opportunities across the built environment ecosystem.
📅 Date: 25 June 2026 (Thursday)
🕒 Time: 3:30 PM - 6:00 PM (Registration start at 3:15 PM)
📍 Venue: One&Co Coworking Space (JR East), Singapore
🔻 Limited seats available. Attendance is by registration only.
🌟 Workshop Highlights
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✨ AI Across the Built Environment Lifecycle
Explore how AI can be deployed across four critical stages — Plan, Build, Enhance, and Maintain — to reduce risks, improve operational efficiency, and unlock long-term asset value.
✨ Interactive Deployment Clinic
Participate in guided workflow mapping, problem identification, and ideation exercises focused on real operational challenges in construction, infrastructure, and facilities management.
✨ NVIDIA AI Capabilities Showcase
Learn how technologies such as computer vision, predictive analytics, digital twins, and document intelligence are being applied to real-world built environment use cases.
✨ Cross-Industry Networking
Connect with developers, construction firms, startups, facilities management leaders, and ecosystem partners exploring AI deployment opportunities across Southeast Asia.
🎤 Featured Speakers & Facilitators
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🔹 Mr. Timothy Liu | Solutions Architect, NVIDIA AI Technology Centre, @NVIDIA
🔹 Mr. Andy Andrew Wee | General Manager @IES INCA - Deep Tech Accelerator
🔹 Ms. Siti Aishah Zahari | Design Thinking Practitioner, Community & Partnerships, @JDI Group
🔹 Mr. Shariff Raffi | Venture Builder & Partner (Asia), @MBK Holding
🔥 Key Focus Areas
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🔹 PLAN – Cost & Delay Prediction: Use AI-powered simulations and digital twins to forecast cost overruns, delays, and resource constraints early — enabling smarter planning and better project decisions.
🔹 BUILD – Site Safety & Productivity: Leverage computer vision to monitor site safety, track progress in real time, and improve workforce productivity through AI-powered visibility.
🔹 ENHANCE – Smart Buildings & User Experience: Optimise energy usage, automate operations, and create smarter building environments that adapt to occupant behaviour and operational needs.
🔹 MAINTAIN – Asset & Infrastructure Intelligence: Apply AI-driven predictive maintenance to detect issues before failures happen, reduce downtime, and extend asset lifespan through data-driven insights.
🌟 What You Will Experience in The Workshop
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1️⃣ Warm-Up Exercise – “Stinky Fish”
Surface hidden concerns, assumptions, and barriers around AI adoption in the built environment sector through an interactive facilitated exercise.
2️⃣ Workflow Mapping
Map operational workflows across planning, construction, building operations, and infrastructure management to identify where AI opportunities exist.
3️⃣ Problem Identification
Identify operational bottlenecks, repetitive workflows, and high-risk processes where AI can improve efficiency and decision-making.
4️⃣ AI Solution Sharing by NVIDIA
Explore practical AI applications, including computer vision, digital twins, predictive analytics, and document intelligence through real deployment examples.
5️⃣ Collaborative Ideation Session
Work in small groups to brainstorm AI-enabled solutions tailored to organisational workflows and operational needs.
6️⃣ Opportunity Framing
Translate ideas into actionable AI opportunity statements that can potentially evolve into pilot projects or deployment initiatives.
🎯 Who Should Attend
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This deployment clinic is designed for professionals across the built environment ecosystem, including:
🔸 Property developers and urban innovation teams
🔸 Construction corporates and EPC firms
🔸 Facilities management and operations leaders
🔸 Built environment and PropTech startups
🔸 AI, digital transformation, and innovation teams
🔸 Infrastructure and smart city stakeholders
👥 Our Community Partners
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BLOCK71 is a global initiative by NUS Enterprise that builds and connects innovation ecosystems across key markets. Through their network of hubs, they work closely with startups, corporates, investors, and government partners to drive collaboration, open market access, and create opportunities for tech ventures to grow beyond Singapore.
The GEAR by Kajima, a Singapore-based subsidiary of Kajima Corporation, bridges the gap between technology development and real-world commercial use as the strategic lynchpin between Japan, Singapore, and the group’s global business units. It translates emerging technologies into scalable solutions by connecting internal capabilities with external partners. This work spans both startups and internal Kajima technologies, across Kajima sites and externally commissioned public and private projects. Through this model, technologies are validated under live operating conditions, reducing execution risk and supporting informed decisions on deeper use and adoption.
One&Co is a co-working and business innovation space located in the CBD district of Tanjong Pagar, designed with innovation and collaboration in mind. As a platform connecting startups, corporates, entrepreneurs, and creators, we foster an inclusive ecosystem where new ideas, cross-border partnerships, and business opportunities can thrive. Whether you are an early-stage startup, a growing venture, a freelancer, or an established enterprise, One&Co provides flexible workspace solutions and a vibrant community to support innovation and growth.
🤝 About the Organisers
🏢 JDI Group
JDI Group is a Venture Catalyst driving forward the future of innovation. Since 2016, we’ve jump-started the exponential growth of innovative companies – from FinTech and e-commerce to education and enterprise technology. We empower startups and enterprises with strategic knowledge and resources to scale disruptive innovation from Asia to the world.
🏢 NVIDIA
NVIDIA is a global leader in accelerated computing, pioneering advancements in artificial intelligence, deep learning, and high-performance computing. Its technologies power some of the world’s most advanced AI applications across industries—from finance and healthcare to manufacturing and smart cities. Through its AI platforms and ecosystem, NVIDIA works with enterprises, startups, and research institutions to turn cutting-edge innovation into real-world deployment.
📩 For Enquiries
👉 For partnership opportunities or event information, contact us at: [email protected]
👉 Follow JDI Group on social media for event updates and insights:
➡️ Website | Facebook | LinkedIn
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