AI video analytics for surveillance footage
Define the events. Get each finding at its timestamp.
Record in the browser, upload exported CCTV or security camera footage, or send clips through the API. Echosaw watches for the events you define and raises each finding at its timestamp.
Works with your own files — not just YouTube links.
What Echosaw watches for
Echosaw is multimodal AI video analytics software that reviews camera footage: it watches the clip for the events you define and raises each finding at its timestamp. Echosaw is one engine: it ingests the footage, analyzes it, scores it against the event rubric or policy you enter, and summarizes what it found. It is built for security and operations teams reviewing recorded camera footage.
What you upload
Exported CCTV or security camera clips in MP4, MOV, AVI, MKV, or WebM, up to 5 GB per file (up to 30, 60, 180, or 210 minutes long depending on plan), uploaded in the web app, recorded in the browser with eCam, or sent through the REST API.
Real meeting. Real analysis. Real insights.
Explore a full Echosaw analysis of a recorded meeting: timestamped transcript, key moments, AI insights, generated outputs, and a chat grounded in the video.
- 1. Upload video, audio, images, or documents
- 2. Analyze transcripts, timelines, and key moments
- 3. Ask questions and get cited answers
What comes back
A report per clip with each event you asked about marked Criterion Met, Criterion Unmet, or Flagged for Review at its timestamp, plus a Timeline of detected objects and scenes, a Transcript, on-screen text in Screen Text, content warnings, and a searchable library on your dashboard. Results are available in the web app and through the REST API and MCP server, so you can push findings into your CRM, ticketing, or VMS.
How Echosaw fits your workflow
Echosaw flags each event you defined, raises it at its timestamp, and attaches the footage as evidence; your team decides and acts. It reports what happened in the footage and when; face detection marks where people appear so your team can identify them from the evidence, and identity matching is available on request. Echosaw analyzes footage as it arrives — record in the browser, upload, or send clips through the API — and returns findings as close to real time as recorded analysis gets. Need continuous camera-feed ingestion? Contact us.
Reviewing footage by hand vs. with Echosaw
| Manual footage review | Echosaw | |
|---|---|---|
| Where review starts | Scrubbing the clip from the beginning | At the timestamp of each finding |
| What it watches for | Whatever the reviewer remembers to look for | The events you write down as criteria |
| What gets recorded | Notes, if someone writes them | Criterion Met, Unmet, or Flagged for Review, with the timestamp and evidence |
| What else is captured | Nothing unless noted | Objects and scenes on the Timeline, transcript, on-screen text, content warnings |
| Finding it again later | Rewatching | Search your library or ask Emma about the footage |
What video analytics means here
Video analytics is software that looks at video so a person does not have to watch all of it. Echosaw applies one engine to every file: it ingests the footage, analyzes it, scores it against the event rubric or policy you enter, and summarizes what it found, with timestamped findings on a dashboard you act from. Surveillance is that same review applied to camera footage.
The video analysis covers the picture, the sound, and any text on screen. Detected objects and scenes are placed on the Timeline, speech is transcribed, visible text is read, and harmful content is flagged the same way it is for video moderation.
Video analytics for security: define the events, get the timestamps
Video analytics for security starts with a question: what are you looking for? In Echosaw you enter the events as criteria — for example, “a vehicle stops in the loading bay,” “a door is left open after closing time,” or “smoke or fire is visible.” Echosaw scores the footage against each criterion and raises every finding at its timestamp, marked Criterion Met, Criterion Unmet, or Flagged for Review. Click any finding and the clip plays from that moment.
This is rubric scoring applied to video analytics surveillance: the rubric is your list of events, and the evidence is the footage.
CCTV video analytics for recorded footage
CCTV analytics in Echosaw works on the clips you already export. Pull the footage from your recorder or video management system, upload it, and read the report. Because Echosaw works on files, it is CCTV video analytics software that does not care which camera or recorder made the footage, as long as the export is a supported video format. Most video surveillance analytics software is tied to a camera brand or recorder; surveillance video analysis software that works on exported files is not, which is the main difference between Echosaw and CCTV analytics software that ships with the hardware.
That makes it useful for CCTV surveillance and video analytics as close to real time as possible: sending clips as they are recorded, reviewing an incident, checking a shift’s footage for the events on your list, or documenting what happened with timestamps someone else can verify.
Camera analytics without replacing your cameras
Many camera analytics products run on the camera itself or on a specific recorder. Echosaw is camera analytics software that runs on the footage instead, so security camera analytics and surveillance camera analytics work the same way whatever hardware you have. There is no video analytics camera to buy; the analysis starts as soon as the footage arrives.
What are the best security camera analytics solutions for business? The honest answer splits in two: camera-side alerts, and Echosaw’s evidence-backed review of footage against a written list of events, with continuous ingestion available on request. Security camera video analytics in Echosaw is the evidence-backed kind.
AI video surveillance built on events and evidence
An AI video surveillance system can mean anything from license-plate readers to people counting. Echosaw is narrower and more transparent: it is AI surveillance software that checks recorded footage for the events you define and shows the evidence for each one. As an AI based surveillance system it reports what happened in the footage and when; face detection marks where people appear so your team can identify them from the evidence, and identity matching is available on request.
CCTV AI, in this sense, is a second reviewer that never skips a minute. AI video monitoring here means analyzing footage as it arrives and returning findings as close to real time as recorded analysis gets; for continuous camera feeds, see what real-time means in Echosaw.
Is Echosaw an AI video management system?
For the footage you analyze, yes. Echosaw stores, indexes, and lets you search every analyzed clip in a dashboard (Media Locker), with folders, search across transcripts and visual content, and a report for every clip, so for analyzed footage it functions as your analytics library. AI video management systems usually record camera feeds around the clock; Echosaw is AI video management software for the footage you send it, with continuous feed ingestion available on request. If you are comparing the best AI video management solutions, treat Echosaw as the analytics library that works alongside the cameras and recorders you already have.
Recognition and scene detection
Echosaw’s video recognition technology works at the frame level. Scene detection finds where the picture changes and picks keyframes, and each keyframe is analyzed for objects, scenes, and visible text. That makes it a video frame analysis system online: nothing to install, and the results are searchable in your library.
Video content recognition also covers the audio track (speech to transcript) and on-screen text, so a search for a word finds it whether it was spoken or shown. Scene detect is part of the video analysis itself; there is nothing to configure.
Machine learning video analysis, explained plainly
Machine learning video analysis means models trained on large amounts of video do the looking. Deep learning in video analytics is what lets software recognize a vehicle, a fire, or a person in a frame without hand-written rules. Echosaw combines several of these models — vision, speech, text, and a language model that scores the footage against your criteria — into one multimodal video intelligence solution. That is what video analytics artificial intelligence looks like in practice: several models, each checking a different part of the footage.
That combination is what people usually mean by advanced video analytics, smart video analytics, or AI powered video analytics. The video analytics technology matters less than whether each finding comes with evidence you can check. For how the layers of intelligent video analysis software fit together, see intelligent video analytics.
Video analytics tools, services, and solutions
Video analytics tools range from single-purpose detectors to full video analytics services with staff behind them. Echosaw is video analysis software: a video analysis app in the browser, a REST API, and an MCP server for AI agents. It is also one of the video content analysis tools that treats audio and on-screen text as part of the video, not a separate product.
For AI video analytics for commercial surveillance, the video analytics integration capabilities that matter are simple: can you get footage in, and can you get results out? In Echosaw, footage goes in by browser recording, upload, or API. Results are available in the web app and through the REST API and MCP server, so you can push findings into your CRM, ticketing, or VMS.
Choosing AI video analytics software
When comparing intelligent video analytics solutions, intelligent video analytics software, and other AI camera solutions, start with the best video analytics features for commercial use: evidence for every finding, events you can define yourself, support for the footage you already have, and clear pricing. AI surveillance companies differ most on those points. For a full checklist, and for what makes the best AI video monitoring for your situation, see what to look for in video analytics software.
Pricing
Plans are Starter $9, Growth $19, Pro $29, and Agency $49 per month, plus usage pricing for each minute of footage analyzed. Agency has the lowest rates: $0.43 per minute for audio plus video and $0.22 per minute for audio only, for videos up to 210 minutes. Example: on Agency, a 10-minute clip costs 10 × $0.43 = $4.30 in usage on top of the $49 monthly plan. Your first three uploads are free, so you can try the video analytics system on your own footage before you subscribe. See pricing.
Surveillance guides
- Intelligent video analyticsHow the detection, scene, transcript, and scoring layers fit together.
- Real-time video analyticsResults in minutes after footage arrives, with continuous feeds on request.
- Best video analytics softwareWhat to look for when comparing video analytics software.
- ModerationThe same review model, applied to harmful content.
Surveillance video analytics FAQ
- Is there an AI that can watch videos?
- Yes. Echosaw watches the picture, listens to the audio, and reads on-screen text in the videos you upload, then returns a timestamped report. For surveillance footage, you tell it which events to watch for and each finding comes back at the moment it happens in the clip.
- Is there an AI that analyzes videos for security footage?
- Echosaw analyzes exported security camera footage. It detects objects, scenes, and visible text, transcribes any audio, flags harmful content, and scores the footage against the events you define. Echosaw analyzes footage as it arrives — record in the browser, upload, or send clips through the API — and returns findings as close to real time as recorded analysis gets. Need continuous camera-feed ingestion? Contact us.
- What is the best AI for video analysis?
- It depends on the job. Camera-side alerts come from analytics built into the camera or video management system. Echosaw provides evidence-backed review: it finds the moments that matter in your footage and attaches the evidence, with continuous ingestion available on request. See what to look for in video analytics software.
- Is there video analysis software free to try?
- Your first three uploads are analyzed free with no subscription. After that, plans are $9, $19, $29, and $49 per month plus usage pricing. Agency, at $49 per month, has the lowest rates: $0.43 per minute for audio plus video and $0.22 per minute for audio only, for videos up to 210 minutes. Example: on Agency, a 10-minute clip costs 10 × $0.43 = $4.30 in usage on top of the $49 monthly plan.
- Does Echosaw do real-time object recognition?
- Object and scene recognition runs as soon as footage arrives — recorded in the browser, uploaded, or sent through the API — and returns findings as close to real time as recorded analysis gets. Every finding carries the timestamp where it happens in the clip. Need continuous camera-feed ingestion? Contact us.
- Can Echosaw detect whether a video was edited?
- Echosaw uses scene detection to find scene changes and pick keyframes for analysis and search. It is not a video edit detector in the forensic sense: it does not certify whether footage was tampered with or manipulated.
- Does Echosaw integrate with other systems?
- Echosaw has a REST API for submitting footage and reading results, and an MCP server for AI agents, so you can push findings into your CRM, ticketing, or VMS. Footage arrives by browser recording, upload, or the API. Need continuous camera-feed ingestion? Contact us.
- How long can surveillance clips be?
- Files can be up to 5 GB. Video length depends on the plan: up to 30 minutes on Starter, 60 on Growth, 180 on Pro, and 210 on Agency.
Last updated: September 28, 2026
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