Can I deploy this on our own servers?

Yes. Resemble offers a fully containerized, air-gapped on-premises deployment option for environments where no data can leave the local network.

What accuracy can I expect for audio detection?

Resemble's DETECT-World model achieves 99.5% accuracy on the Podonos audio deepfake benchmark.

Does it work with our existing telephony system?

Yes. Resemble has direct integrations with major CCaaS platforms like Genesys, Five9, and Twilio for seamless call-infra deployment.

How does the 'Intelligence' output work?

The Intelligence API provides a structured, human-readable explanation for the detection score, detailing the reasoning behind the verdict for audit trails.

Is there a free plan?

Yes. The 'Flex' plan has no monthly subscription fee. You can start for free and purchase credits as you go based on usage.

What is the 'DETECT-World' model architecture?

It's a novel 'world model' architecture that combines pattern matching with physical reality deviations, moving beyond simple artifact detection for higher robustness.

Directory/Automation/AI Safety/Resemble AI

Resemble AI

Resemble AI provides real-time detection of AI-generated audio, video, and images. Its core product is a deepfake detection API powered by in-house models like DETECT-World, which combines artifact and physics-based analysis for high accuracy. The platform is built for enterprise security and compliance, offering on-prem deployment, zero retention, and integrations with major platforms. Target users include security teams, trust & safety operations, financial institutions, media organizations, and developers building fraud prevention or content verification systems. Key capabilities include detection scoring, human-readable intelligence reports, watermarking for provenance, and voice identity enrollment.

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Added on

Sep 21, 2026

Real-time detectionAudio/Video/ImageAPI-firstExplainable resultsWatermarkingIdentity verificationOn-prem deploy

Product information

Everything worth knowing about Resemble AI

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Real-time Deepfake Detection

Detect AI-generated audio, video, and images in real-time with deterministic scores and human-readable results.

Explainable Intelligence

Get structured insights and a plain-language result for auditability and compliance.

Multimodal Watermarking

Provenance and C2PA compliance via imperceptible, multimodal watermarks (PerTh Multimodal).

Identity Verification

Enroll and authenticate a voice or likeness for identity matching and KYC.

Technical capabilities

API-first Architecture

Single REST API covering all modalities (audio, video, image), integrable with SIEM, SOAR, and identity platforms.

DETECT-World Model

First world model for detection, combining pattern matching with physics-based analysis of physical reality deviations.

Must watch videos

Resemble AI: Best Deepfake Detector for Chrome | How to Spot AI (2026)

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Resemble AI: Best Deepfake Detector for Chrome | How to Spot AI (2026)

How to spot AI-generated content in 2026. Watch a live demo of the Resemble AI Deepfake Detector, the free Google Chrome extension for identifying deepfakes, voice cloning, and synthetic media. Install the Extension for Free: https://chromewebstore.google.com/detail/resemble-ai-deepfake-dete/ligejojghpehckjpfldljdcckgcbngle?authuser=0&hl=en

DETECT-World: A New Approach to Deepfake Detection | Resemble AI

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Tutorial2:06

DETECT-World: A New Approach to Deepfake Detection | Resemble AI

Deepfakes are evolving fast, so organizations need a model that can keep up. Introducing DETECT-World, Resemble AI’s world model for deepfake detection. By combining artifact-based detection with physics-based detection, DETECT-World looks beyond familiar AI signatures to understand whether media makes sense in the real world. From lighting and motion to timing, physics, and AI-generated artifacts, DETECT-World brings two approaches together to help detect both known and emerging deepfake threats. Chapters: 00:16 Why a world model for detection? 00:26 Artifact-based detection 00:42 Introducing the first world model for detection 01:03 Artifact vs. physics-based detection 01:25 Two approaches, better together Learn more about deepfake detection and AI-generated media detection with Resemble AI. Resemble Detect: https://www.resemble.ai/products/detect Get your first detection for free: https://app.resemble.ai/ #DeepfakeDetection #Deepfakes #AI #ResembleAI

Resemble Watermarker Demo: AI Watermarking & Content Provenance | Resemble AI

1:29

Tutorial1:29

Resemble Watermarker Demo: AI Watermarking & Content Provenance | Resemble AI

See Resemble Watermarker in action in this short platform demo. Resemble Watermarker uses imperceptible, tamper-resistant watermarks to help establish the origin, authenticity, and provenance of audio, images, video, and text. The watermark is embedded into the content itself, so it can remain verifiable through compression, re-encoding, editing, and other transformations. This demo shows how content can be watermarked at creation and verified later, giving organizations a way to establish where content came from and whether it has been altered. Learn more about Resemble Watermarker: https://www.resemble.ai/products/watermarker #AIWatermarking #ContentProvenance #AI #ResembleAI

Who uses it

Real use cases, no hype

Contact Center Fraud Prevention

Integrate real-time detection into call infrastructure to flag synthetic voices before transactions occur.

Video Meeting Security

Protect meetings on Teams, Zoom, etc., by detecting synthetic voices and faces in real time.

Identity Verification & KYC

Verify an individual's liveness and authenticity during onboarding or authentication.

Media & Content Moderation

Verify user-generated content and assets to allow or take down synthetic media.

Executive & Brand Protection

Detect impersonation attempts targeting leaders or the brand across digital channels.

Law Enforcement Forensics

Generate court-ready, reproducible reports for evidence analysis of suspected deepfakes.

Document Forgery Detection

Verify the authenticity of digital documents, receipts, and other visual evidence.

What's great

Real-time multimodal detection (audio, video, images)
Industry-leading accuracy (99.5% audio)
Explainable AI results for compliance
One-click integrations (Zoom, Teams, etc.)

Technical strengths

Air-gapped/ on-prem deployment for security
DETECT-World model uses physics-based detection
C2PA-compliant watermarking via PerTh Multimodal

Where it falls short

Pricing details are not fully transparent upfront
Free tier may have limited detection volume
Documentation could be more beginner-friendly
Specialized focus, not a general AI platform

Technical limitations

API rate limits not prominently detailed
On-prem deployment requires significant infrastructure
Model specifics for non-audio modalities less publicized

For technical folks

The deep-dive specs

FAQ

Includes technical Q&A

Sign up for a free account, get an API key from the dashboard, and use the provided Python SDK: `pip install resemble`. Then call the detect endpoint with your file.