Smart Parking
Smart Parking & Bay Occupancy for PBTs
Edge AI parking bay occupancy monitoring for Malaysia's local authorities — real-time visibility without streaming raw video to the cloud.
The Problem
Drivers circle looking for a bay, adding to congestion and emissions in already constrained city centres.
Manual enforcement patrols are expensive and can only cover a fraction of managed bays at any given time.
PBT operations teams have no real-time visibility into occupancy across their parking zones, so planning relies on guesswork.
Our Approach
- Edge AI cameras detect bay-level occupancy on-device — only the occupancy status is sent onward, not raw video, which keeps bandwidth and storage costs down compared to cloud-based video analytics.
- Built on the same Edge AI Camera architecture used across our smart city deployments: on-device inference, hybrid edge/cloud model updates, and hardware rated for tropical outdoor conditions.
- Occupancy data feeds directly into the same IOC dashboard used for other smart city modules, giving PBT operators one place to see parking alongside traffic and environmental data.
- Enforcement-assist alerts flag likely overstay or violation bays for human review, rather than fully automated ticketing.
- Delivered via system integrators, matching the same PBT/SI procurement model as our other smart city modules.
Use Cases
Bay-Level Occupancy
Real-time occupied/vacant status per managed parking bay.
Enforcement Assist
Flags likely overstay or violation bays for officer follow-up.
Operations Dashboard
Occupancy trends feed the same IOC dashboard as other smart city data.
Frequently Asked Questions
How does Cre8 IOT's smart parking system work?+
Edge AI cameras process video on-device to detect whether each parking bay is occupied or vacant. Only the occupancy status is transmitted, not raw video, which is what keeps bandwidth costs down compared to cloud-based video analytics — the same architecture principle behind our Edge AI Camera line.
Does smart parking replace manual enforcement officers?+
No — it's built as an enforcement-assist tool. The system flags bays that appear to be in violation or overstay for an officer to review and act on, rather than issuing automated tickets.
Can smart parking data be viewed alongside other city data?+
Yes. Parking occupancy feeds into the same IOC (Intelligent Operations Center) dashboard used for our other smart city modules like traffic and environmental sensing, so PBT operators get one unified view rather than a separate siloed system.
Talk to our team
Tell us about your smart parking project — we'll follow up directly.