What We're Building
Updates from across our verticals — AI, IoT, and the future of operational technology.
Wastewater
AI Aeration Control for Sewage Treatment Plants: How It Works
Aeration is usually the single largest energy line item at a sewage treatment plant. Here's the actual mechanism by which AI-driven control reduces it — not a black box, a real feedback loop.
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Edge AI
Edge AI Camera vs Cloud CCTV: What's Actually Different
The difference between an Edge AI camera and a standard IP camera streaming to the cloud isn't marketing language — it changes where the intelligence lives, what happens during an outage, and what a city-wide deployment actually costs.
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Smart Parking
Smart Parking for Malaysian PBTs: What Edge AI Actually Changes
Edge AI parking bay monitoring doesn't just digitise a paper process — it changes the bandwidth, staffing, and visibility math for local authorities managing parking at city scale.
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