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VIDIZMO articles on how enterprise AI and video data help organizations across industries turn recordings into usable insight.

Sovereign AI Compliance Architecture: CJIS, FedRAMP, and Air-Gapped

Designing an AI system to a named authorization is a different exercise from designing it securely. Security engineering asks what the sensible ...

Running LLMs On-Premises: The Realities Nobody Advertises

Running an LLM on hardware you own takes about ten minutes. Download an open-weight model, start a runtime, send a prompt, watch the tokens arrive. ...

Model Portability: Keeping the Ability to Change Your Mind About AI

Ask whether you could move off your current AI provider and the answer is more encouraging than the question expects. Swapping which model answers a ...

Choosing an On-Prem Model: A Practical Evaluation Framework

Choosing which open-weight model to run on your own hardware is a measurement problem rather than a research problem. The decision that holds up is ...

Air-Gapped AI: What Still Works With No Internet At All

An air-gapped AI system keeps the model weights, the inference server, the retrieval index, the application and its database inside an environment ...

Running Agentic AI Workflows on Infrastructure You Control

Agentic AI runs on premise, and the interesting question is not whether the model can be served locally. That part is solved, and it sits inside the ...