Natural language video search

Argu AI turns hours of camera footage into an AI video search you run in plain English, no timelines to scrub and no pre labeling required.

The difference from a keyword tagged archive is that nothing has to be labeled ahead of time. A search for a behavior, a piece of clothing, or an event nobody anticipated still works, because the system reads the footage itself instead of matching tags set up months earlier. One investigator search covered six hours of footage across fourteen cameras in under eight seconds, the kind of result that separates real video search software from a folder of clips waiting to be scrubbed by hand. City operators use the same query interface to review incidents across a smart city surveillance network.

What is Natural language video search

Most video review still means dragging a timeline bar across hours of footage, camera by camera, hoping the moment you need is somewhere in the scrub. Argu AI replaces that with a written question. Ask for every blue truck that stayed over 60 minutes yesterday and get a table back. Ask to compare that to Monday and the table grows new columns. Ask for a PDF by email and it goes out. Nothing about the request had to be labeled in advance, which is what separates real AI video search from a tagged archive.

Open World Query Search

Ask for a behavior, an object, or an event in plain English. No pre training and no tag library are needed before the question can be answered.

Multi Camera Correlation

A single query runs across every connected camera at once, so an investigator is not repeating the same search feed by feed.

Follow Up Questions on the Same Result

A returned table can be refined with a follow up question, such as comparing the result to a different day, without starting the search over.

Exportable Search Results

Search results can be turned into a document and sent by email, so a finding does not live only inside a chat window.

Key Takeaways

These are the core principles that define how Argu approaches every deployment. Our solutions are built to work on your existing infrastructure, require no engineering overhead, and deliver measurable results from day one. Every feature is designed with one goal: giving your team the intelligence to act faster, with more confidence, and without adding complexity.

AI Video Search Needs No Pre Labeling

Footage does not need to be tagged or categorized in advance. The written query itself is the search index.

Six Hours Searched in Under Eight Seconds

One recorded investigation covered six hours of footage from fourteen cameras and returned a result in under eight seconds.

Results Refine in Conversation

A follow up question, such as comparing two days, adds columns to the same table instead of starting a new search.

Built for Forensic Video Review

Investigators searching archived footage for a specific event get a written answer instead of a folder of clips to scrub through.

See it in Action

A written query returns a table of every blue truck that stayed over 60 minutes, then updates with new columns when asked to compare it to Monday.

One written query returns a table of matching vehicles

A follow up question adds a comparison column

Results export to PDF by email on request

How It Works

Ask the question
An investigator types the search in plain English, describing the behavior, object, or event, not a pre built filter.
Every camera is searched at once
The query runs across live and archived footage from every connected camera without a separate search per feed.
Results return as a table
Matches come back as a structured table rather than a list of video files to open one by one.
Refine or export
A follow up question adjusts the same table, or the result can be exported as a document and sent by email.
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Product Advantages

No Pre Labeling Required

Because the system reads footage directly, a search for something nobody anticipated still works on day one.

Built for Forensic Video Review

An investigator gets a written answer in seconds instead of a shift spent scrubbing timelines across multiple cameras.

Conversational Refinement

A result can be compared, filtered, or exported through a follow up question, without rebuilding the search.

Works Across Every Connected Camera

RTSP, IP camera, and NVR feeds are all searchable from the same written query, live or archived.

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