Client Experiences
Facilities across Singapore share their experiences implementing Wivex computer vision safety monitoring solutions.
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Feedback from safety teams using Wivex monitoring systems across manufacturing, logistics, and construction environments.
Kenneth Tan
Safety Manager, Jurong Manufacturing
The detection module for PPE compliance has been working well in our assembly zones. We appreciate that the system was trained specifically on our facility's conditions rather than using generic models. False alerts are minimal, and the visual evidence helps with follow-up conversations with team leaders.
February 3, 2026
Michelle Lim
Operations Director, Tuas Logistics
We started with an assessment to identify where monitoring would add value in our warehouse. The recommendations were practical and aligned with our budget constraints. The phased approach they suggested let us validate effectiveness before expanding coverage.
January 28, 2026
Ahmad Rahman
HSE Coordinator, Construction Site
The restricted zone detection has been particularly useful during overnight shifts when supervisor presence is limited. Alerts go directly to site phones, so we can respond quickly to situations that need attention. The system has adapted well to our changing site layout as construction progresses.
February 7, 2026
Sarah Ng
Plant Manager, Woodlands Facility
Implementation took longer than initially projected due to some network infrastructure requirements we hadn't anticipated, but the Wivex team worked through those challenges. The monthly performance reports help us track system effectiveness and justify the investment to management.
January 22, 2026
David Wong
EHS Manager, Industrial Complex
The comprehensive platform has given us visibility across multiple production areas that was difficult to achieve with manual observation alone. The trend reporting functionality helps identify patterns we use for targeted safety training. Good integration with our existing incident reporting system.
February 1, 2026
Priya Kumar
Safety Officer, Distribution Centre
We had concerns about worker privacy when first considering computer vision monitoring. Wivex addressed these thoughtfully during implementation, and we involved our team representatives in the process. The focus on safety-relevant detection rather than general surveillance was important for acceptance.
January 19, 2026
Success Stories
Detailed case studies showing implementation approaches and outcomes.
Manufacturing Plant PPE Compliance Monitoring
Precision components manufacturer, Sembawang
Challenge
Large assembly floor with multiple work zones requiring different PPE configurations. Manual observation struggled to maintain consistent compliance monitoring across all areas during all shifts. Safety audits revealed gaps in enforcement during evening operations.
Solution
Deployed custom detection module trained to identify required PPE items for each zone. System monitors six camera feeds covering critical assembly areas. Alerts route to shift supervisors via existing communication system. Three-month calibration period reduced false positives to acceptable levels.
Results
PPE compliance rates improved from 87% to 96% over four months following deployment. Evening shift compliance now matches daytime performance. Incident reports citing PPE-related contributing factors decreased by 42% in monitored zones.
Implementation Timeline
Nine weeks from contract signing to full operational deployment including training data collection, model development, edge device installation, and operator training sessions.
"The visual evidence from alerts has made compliance conversations more straightforward. Workers can see exactly what triggered the notification, which helps with understanding and correction." — Site Safety Manager
Logistics Warehouse Forklift Interaction Monitoring
E-commerce distribution centre, Changi
Challenge
High pedestrian-forklift interaction in receiving and shipping zones created safety risks. Near-miss incidents occurred when workers entered forklift operational paths without proper awareness. Existing protocols relied on operator vigilance and floor markings.
Solution
Comprehensive platform covering eight high-traffic zones with restricted path detection. System identifies when pedestrians enter forklift operating zones and generates immediate alerts to floor supervisors. Dashboard tracks incident frequency by zone and time period.
Results
Near-miss reports in monitored zones reduced by 68% in first six months. Zone-specific data revealed previously unrecognised high-risk periods during shift changes. Information used to adjust traffic flow patterns and enhance training for new warehouse staff.
Implementation Timeline
Fifteen weeks including phased zone deployment to minimise operational disruption. Each zone brought online after localised testing and calibration before proceeding to next area.
"The trend data has been valuable for understanding when and where risks concentrate. We've used those insights to refine our operational procedures in ways we couldn't have identified through anecdotal observation." — Operations Director
Construction Site Restricted Zone Monitoring
Commercial development project, Marina Bay
Challenge
Active construction site with multiple restricted zones that shifted weekly as work progressed. Physical barriers and signage alone proved insufficient as site layout evolved. Safety officers needed better tools for monitoring compliance during off-peak supervision hours.
Solution
Custom detection module with reconfigurable zone boundaries that could be updated as site layout changed. Five mobile camera units repositioned weekly following construction progress. Alert system integrated with site radio network for immediate supervisor notification.
Results
Unauthorised zone entry incidents decreased by 54% across eight-month deployment period. Particularly effective during evening and weekend shifts when supervisor-to-worker ratios were lower. System flexibility accommodated weekly site reconfigurations without retraining delays.
Implementation Timeline
Eight weeks initial deployment including mobile infrastructure setup and integration with site communication systems. Weekly zone boundary updates handled remotely without site disruption.
"The ability to reconfigure monitored zones as our site evolved was essential. Fixed systems wouldn't have worked for our dynamic construction environment. The deployment adapted as our project progressed." — HSE Coordinator
Performance Metrics
Aggregated data from active deployments across client facilities.
Active Deployments
Facilities currently operating Wivex monitoring systems
Detection Accuracy
Average performance across all deployed detection modules
Alert Latency
Average time from detection to notification delivery
Client Satisfaction
Would recommend Wivex to peer organisations
Contact Information
Reach out to discuss how computer vision monitoring could support your facility's safety programme.
Phone
+65 6573 8142Business Hours
Monday - Friday: 9:00 AM - 6:00 PM
Saturday: 9:00 AM - 1:00 PM
Sunday: Closed
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