How I Have Worked with AI
Lim Hwee Chim shares four ways she uses AI in property development: preserving decision context, challenging assumptions, anticipating risks and preparing for human conversations.
5 min read↗
Topic hub
PPVC, DfMA, Technology & Productivity
PPVC and digital tools are often presented as technical solutions. In practice, they work only when design, procurement, manufacturing, logistics, information and site operations are integrated early enough.
Developer-side question: What must be integrated across design, manufacturing, logistics and digital delivery for technology to produce reliable productivity?
Before Construction Can Use AI, It Has to Remember
What Whole-of-Government Virtual Inspection made me reconsider about AI in construction: useful intelligence depends first on trusted project memory and disciplined information flow.
12 min read↗
The Building Was Built Before It Reached Site
A developer-side account of PPVC as an information and coordination system—from early design decisions and factory production to cross-border logistics and module installation.
7 min read↗
Speed vs. Certainty: Why I’m Not Copying China’s Construction Playbook
What China’s smart construction sites reveal about Singapore’s real productivity challenge: not a technology gap, but information latency across a fragmented ecosystem.
4 min read↗
Across the interfaces
Related articles
Technology depends on procurement timing, delivery behaviour and regulatory incentives—not the tool alone.
The Contract Matters. The Timing Matters More.
A developer-side view of SIA, REDAS, ECI and NEC4—and why construction outcomes depend on getting the right information into the room before decisions harden.
7 min read↗
One Camera, Many Agencies, One Project Reality
How better upstream information changed the way Grand Dunman prepared for TOP—and why the real innovation was integration, not the camera.
14 min read↗
BET GFA Is Expiring. The Transformation Should Not.
As Singapore’s BET bonus GFA scheme approaches expiry, Lim Hwee Chim examines what should replace it to sustain construction productivity and industry transformation.
10 min read↗