Blog
VIDIZMO articles on how enterprise AI and video data help organizations across industries turn recordings into usable insight.
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Network and Bandwidth Design for Large Camera Fleets
The GPU gets all the attention in a real-time video analytics deployment, and the network quietly runs out first. It is an easy oversight, because a ...
July 15, 2026
Pulling Live Streams From Your VMS into AI: Integration Patterns That Work
Adding AI to an existing camera estate comes down to one unglamorous problem: getting a copy of the video out of the video management system you ...
July 14, 2026
Scaling Live Surveillance to Thousands of Cameras: What Actually Breaks
Scaling a real-time video analytics deployment is not one smooth curve where everything simply gets bigger. It is a series of different walls, each ...
July 14, 2026
Real-Time AI Video Analytics at Scale: The Systems Engineering Guide
Walk through almost any operation that runs at size and you find the same imbalance. A manufacturing plant covers its lines, docks, and perimeter ...
July 14, 2026
How to Summarize a Deposition With AI
A single deposition transcript can run several hundred pages, and a case can have dozens of them. Someone still has to turn each one into something ...
July 1, 2026
DAM vs CMS – What You Need to Know
If managing digital content across teams feels like an uphill battle, you are not alone. Searching through countless folders, toggling between ...
July 1, 2026
What Is Legal Tech? The Technologies Reshaping Legal Work
Legal tech used to mean the software that kept a firm running in the background. Time and billing, a document repository, a case management system. ...
June 24, 2026
How to Improve Law Firm Productivity With AI
On most days, a large share of a lawyer's time goes to work that does not need a lawyer. Chasing records, sitting through a recording to find one ...
June 24, 2026
How Conversational AI Searches Your Entire Evidence Set
The answer is usually in the file. The problem is that the file is two hundred hours of body camera video, eleven recorded interviews, four months of ...
June 23, 2026
How Regulated Enterprises Govern AI Without Banning It
Most of the AI use inside your organization is happening where you cannot see it. Microsoft's 2024 Work Trend Index found that 75% of knowledge ...
June 22, 2026
Enterprise AI Strategy: How to Choose & Sequence Your First Workloads
Enterprise AI rarely fails for technical reasons. It fails because the organization bought a capability before it chose a problem, then spread the ...
June 22, 2026
How Police and Analysts Use AI in Criminal Investigations
Investigations rarely stall for lack of evidence anymore. They stall because there is too much of it. A single case can carry hours of body camera ...
June 19, 2026
How AI Turns 911 and Dispatch Audio Into Searchable Evidence
A single serious incident can generate a 911 call, a stream of radio traffic between dispatch and responding units, and follow-on calls from ...
June 18, 2026
How Crime Analysts Use AI to Connect Cases Across a Caseload
A crime analyst sees what individual detectives cannot. Each detective works a case; the analyst works the whole caseload, looking for the threads ...
June 18, 2026
How AI Helps Investigators Reopen Cold Cases
Most cold cases did not go cold because the evidence ran out. They went cold because there was more evidence than anyone had time to work through, ...
June 18, 2026
AI Document Review: What Separates a Real Tool From Generic AI
AI document review uses machine learning and natural language processing to read, classify and analyze large volumes of documents, then surface the ...
June 17, 2026
How AI Analyzes Interview and Interrogation Recordings
Almost every interview and interrogation is recorded now, which means the substance of a case increasingly sits inside hours of audio and video that ...
June 17, 2026
CJIS-Compliant AI: How to Analyze Information on Your Own Terms
Police departments, sheriff's offices, and district attorney offices are using AI to get through evidence faster: analyzing body-worn camera footage, ...
June 17, 2026