Blog / Asif Mustafa
Asif Mustafa
Asif Mustafa works with VIDIZMO's partner channel and directly with customers on AI and evidence platforms. He has spent more than a decade in enterprise technology sales, including corporate relationship management in banking and go-to-market leadership for an AI and automation division. He holds an MBA from SZABIST and a Bachelor of Business and IT from Curtin University.
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RTCC, EOC or Situational Awareness Center: What Each Room Is For
Walk into a real-time crime center, then into a city's emergency operations center, and you will see much the same thing: a wall of screens, a map, ...
September 28, 2026
Real-Time Crime Centers for Small Agencies: Run Your Own or Share One
A police chief in a town of twelve thousand people, with a department of twenty officers, has usually assumed that a real-time crime center belongs ...
September 28, 2026
Budgeting a Real-Time Crime Center Past the Grant Period
When a real-time crime center closes, or goes dark on the night shift, the cause is rarely that the technology stopped working, and much more often ...
September 28, 2026
Running a Camera Analytics Pilot for a City: What to Measure and What to Report to Council
Every vendor that sells camera analytics to a city will offer a demonstration, and almost every demonstration uses the vendor's own footage, chosen ...
September 28, 2026
Weapon Detection in Schools: Detection, Verification, Response
No school safety technology carries more emotional weight than weapon detection, and no school safety technology is sold with less precision. ...
September 1, 2026
Unusual Activity on Campus: Beyond the Preset List
Veteran campus security officers develop an instinct that no training manual fully captures: the sense that something is off. The person moving ...
September 1, 2026
From Detection to Lockdown: Automation and the Human in the Loop
Every school emergency plan contains a sentence like "upon confirmation of a threat, initiate lockdown procedures," and buried in that sentence is ...
September 1, 2026
Unsafe Behavior You Cannot Put on a Preset List
Every safety manager carries a private catalog of the incidents that taught them something, and the striking thing about those stories is how few of ...
September 1, 2026
Asking Questions of Plant Footage in Plain Language
There is a ritual every operations and security team knows, and nobody has ever defended it: scrubbing. An incident happened sometime Tuesday, ...
September 1, 2026
Forklift and Pedestrian Proximity on the Plant Floor
Ask any plant safety manager to name the scenario that worries them most and the answer is rarely exotic. It is a forklift backing out of a trailer ...
September 1, 2026
From Detection to Escalation: How the Agent Decides to Look Closer
The hardest problem in monitoring was never detection. It is deciding what deserves a human, and every failed deployment in this industry failed ...
September 1, 2026
Correlating a Line Stop With What the Cameras Saw
Some of the most valuable facts in a plant are not events at all. They are relationships between events: the stop that follows the same visual ...
September 1, 2026
Connecting Video AI to MES, SCADA and Your Maintenance System
Every monitoring technology eventually faces the question that decides whether it becomes infrastructure or remains an island: how does it talk to ...
September 1, 2026
Anomaly Detection Without a Preset List
Ask a veteran shift supervisor how they knew something was wrong, on the night they caught the problem everyone still talks about, and the answer is ...
September 1, 2026
Agentic AI for Manufacturing Investigations
Strip the vocabulary away and an investigation is a procedure: something happened, so gather what is known about it, from the systems that know, in a ...
September 1, 2026
The Judicial Viewer: How Judges Review Digital Evidence Before and During a Hearing
Give a judge a login to the evidence system and you have solved an access problem while leaving a usability problem. A judicial viewer for digital ...
August 18, 2026
AI Drafting Support and the Review Gate
AI drafting rulings in courts has moved from hypothetical to deployed faster than the governance around it. Products that distil motions and produce ...
August 18, 2026
From Search to Analysis: Working a Case File Without Reading Every Page
AI case analysis for judges is easiest to understand as a spectrum with a hard stop at one end. At the near end is search, which nobody objects to. ...
August 18, 2026