Detection inside your own environment.
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A detection workflow begins with a file, but the architecture decision begins with a question: where is that file allowed to go? For internal recordings, customer submissions, and sensitive conversations, the answer can shape the entire system.
When a team's review policy changes, yesterday's analysis should remain understandable. Reproducibility means being able to say which configuration produced a decision, even after the deployment has moved on.
Media analysis takes time. A reliable integration treats that time as part of the workflow: the user can leave the page, a network request can fail, and the application can recover without losing track of the submission.