Blog
Read blog posts to know how video data and AI solutions are helping businesses across multiple industries and how you can get that help.
Page 1 of 31
Deploying a Low-Latency Surveillance Pipeline: An Architecture Guide
"Real-time" is one of those phrases that gets used loosely, and in a video analytics pipeline it hides a lot of engineering. A detection is not ...
July 15, 2026
Choosing a GPU for Real-Time Video Analytics
Capacity planning tells you how many GPUs a deployment needs. This is the other half of the question: which GPU to actually buy. It deserves its own ...
July 15, 2026
GPU Capacity Planning for Real-Time AI Video Analytics
Ask a vendor how many cameras their AI runs on one GPU and you will usually get a single confident number with no conditions attached, which is the ...
July 15, 2026
On-prem vs Cloud for Real-Time AI Video Analytics
For most software written this decade, the cloud is the default and running your own hardware needs a justification. Real-time video analytics ...
July 15, 2026
Camera Edge Processing vs Server-Based Processing: The Real Trade-offs
There are two honest places to run AI on a video feed, and the choice between them shapes almost everything else about a deployment, its cost, how it ...
July 15, 2026
Camera-Agnostic AI Video Analytics: Add AI to the Cameras You Already Own
The most consequential decision in a central video analytics system is one that rarely makes it into the requirements document: whether the ...
July 15, 2026
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