Operational Drift in Surveillance: The 3 Degree Threat
Why the security industry’s biggest blind spot isn’t a gap in coverage – it’s a camera that shifted 3 degrees to the left. It starts with something small. A maintenance crew bumps a bracket while painting a fascia board. A gust of coastal wind nudges a dome camera just enough. A well-meaning gardener adjusts a […]
False Confidence. The Risk Undermining Modern Surveillance Systems.
The “False Sense of Security” is the Biggest Risk in Our Industry. Here’s How We’re Ending It. There’s a dangerous trend taking hold in physical security and risk management.We call it “Deploy and Pray.” As demand for AI analytics scales, too many vendors are rushing to install cameras, attach an algorithm, and move on to […]
The Silent Guardian: Why Audio AI Is Surveillance’s Missing Piece
When visibility fades, awareness doesn’t have to. For years, security and monitoring systems have relied almost entirely on sight to protect assets and lives. Yet in countless scenarios, cameras alone miss critical events. Yes, cameras watch, record and alert, but only within the limits of what they can see. Sound, however, behaves differently. It travels […]
Code Vomit: The Hidden Risk of LLM-Generated Code in Production
In today’s AI-powered software world, large language models (LLMs) have become a go-to tool for generating code snippets, APIs and even full applications. It’s fast, it’s magical and sometimes, it’s dangerous. A thought crossed my mind recently: Are we witnessing the rise of “code vomit”?Code vomit happens when code is generated without discipline, without understanding […]
Refraime: Building the High-Performance Engine of AI-Powered Surveillance
In the early days of Refraime, every morning I would log into our platform to check the previous day’s stats, eager to see how many events or images we’d processed. It feels like peering into the inner workings of a hand-built V6 engine. But unlike the engine in the Ferrari or Koenigsegg of my dreams, […]
One Unified Platform. Smarter Security. Another Successful Integration That’s Changing The ‘AI In Surveillance’ Game.
In an increasingly complex security landscape, simplicity, speed and accuracy are everything. That’s why we’re excited to elaborate further on our recent announcement about the integration of Refraime’s AI-powered alerts into the Arteco uSee video management platform. This is a promising partnership that brings an additional layer of intelligence and usability to control rooms, operations […]
Early Detection, Lasting Impact: The role of Agentic AI in supporting teacher-led school safety
As we navigate the height of the digital age, education is undeniably more accessible than ever before, even within the South African context, where connectivity and access remain uneven between urban and rural communities. While digital platforms have broadened classroom boundaries, they’ve also opened doors to new risks, including exposure to harmful content. Yet here […]
