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Resources & Insights.
Practitioner perspectives on retail analytics, single source of truth, BI dashboards, smart cities and large-scale facial recognition — written by the engineers actually delivering them.
ANPR for tolling, parking and access control: a practitioner's guide
How Automated Number-Plate Recognition (ANPR) is deployed across tolling lanes, parking systems and vehicle access control — and the design decisions that make or break accuracy at scale.
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Reducing queue wait time with video analytics: a retail operator's playbook
How camera-based queue analytics, predictive queue forecasts and real-time alerts help retail and airport operators cut wait time, redeploy staff in seconds and reclaim lost sales.
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Multi-layer perimeter security: combining thermal, radar and video analytics
Designing layered perimeter security with thermal cameras, radar fusion and AI video analytics — to catch real intrusions while rejecting nuisance alarms at high-value sites.
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How retail operators turn footfall into revenue uplift
Four count-data signals — dwell, queue, conversion proxy and hot-zones — that consistently move retail performance when wired into daily operations.
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Why your camera count data is wrong (and how to fix it)
Reconciling counts across cameras, gates, Wi-Fi and POS into a single source of truth is hard — and it is the difference between a dashboard and a decision.
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Facial recognition at large scale, responsibly
Designing FR systems that meet performance, governance and cost constraints simultaneously — without ending up in a research lab.
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The dashboard your store manager will actually open
What we have learned about role-based dashboards from years of post-deployment usage data — and how to design a view that survives Monday morning.
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Revolutionizing incident investigation with structured CCTV analysis
How structured CCTV analysis compresses incident investigation from hours to minutes — with chain of custody intact.
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Smart cities and smart buildings, built on a unified operational layer
How city operators and large building portfolios use video analytics, network infrastructure and integrated systems to run safer, smarter and more efficient environments.
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TCSS explained: Traffic Control & Surveillance Systems for modern motorways
What TCSS (Traffic Control & Surveillance Systems) actually delivers on motorways and highways — gantry surveillance, VMS, incident detection and the operations dashboards that bind them together.
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AI forecasting and predictive analytics: turning camera data into decisions before they happen
How AI forecasting and predictive analytics built on video, count and event data anticipate footfall surges, queue overflow, staffing shortfalls and revenue dips — and how Harvs International ships them as a managed service.
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Structured cabling for enterprise camera estates: the unsung physical layer
Why structured cabling, PoE planning, fibre backbones and segmented routing are the foundation of any successful CCTV, ANPR or video-analytics rollout — and the standards that matter.
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