Marengo

Marengo

TwelveLabs
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About

AI Aware is an advanced AI detection platform designed to identify AI-generated and AI-manipulated content across text, video, audio, and images. The platform helps organizations protect brand reputation, reduce fraud risks, and verify the authenticity of digital content in an era of rapidly growing generative AI usage. AI Aware uses an ensemble detection architecture that combines multiple machine learning and algorithmic models to improve detection accuracy and resilience against evolving AI generators. Its text detection tools can identify content produced by major language models such as ChatGPT, Claude, Gemini, Grok, and LLaMA. The platform also detects deepfake videos, AI-generated images, and synthetic audio, including voice cloning and manipulated recordings. AI Aware provides confidence scores and explainable outputs rather than simple binary results, helping users make informed decisions about suspicious content.

About

Marengo is a multimodal video foundation model that transforms video, audio, image, and text inputs into unified embeddings, enabling powerful “any-to-any” search, retrieval, classification, and analysis across vast video and multimedia libraries. It integrates visual frames (with spatial and temporal dynamics), audio (speech, ambient sound, music), and textual content (subtitles, overlays, metadata) to create a rich, multidimensional representation of each media item. With this embedding architecture, Marengo supports robust tasks such as search (text-to-video, image-to-video, video-to-audio, etc.), semantic content discovery, anomaly detection, hybrid search, clustering, and similarity-based recommendation. The latest versions introduce multi-vector embeddings, separating representations for appearance, motion, and audio/text features, which significantly improve precision and context awareness, especially for complex or long-form content.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Businesses, legal teams, educators, media organizations, cybersecurity professionals, and fraud prevention teams seeking AI detection tools for verifying digital content authenticity and reducing misinformation risks

Audience

Media companies, AI researchers, and platforms searching for a tool to build smart search engines, content discovery tools, recommendation systems, or video-analysis workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$12
100 credits
Free Version
Free Trial

Pricing

$0.042 per minute
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

AI Aware
Founded: 2023
United Kingdom
aiaware.io

Company Information

TwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo

Alternatives

Alternatives

VideoPoet

VideoPoet

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Seedance 2.5

Seedance 2.5

ByteDance
Decopy AI

Decopy AI

Decopy.ai
Wan2.1

Wan2.1

Alibaba

Categories

Categories

Integrations

Microsoft Azure
TwelveLabs

Integrations

Microsoft Azure
TwelveLabs
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