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Resemble AI

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Resemble AI builds generative voice models and multimodal deepfake detection, verification, and watermarking products for enterprises.

Last updated September 11, 2026

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Nov 4, 2026
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Nov 4, 2026

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Overview

Resemble AI started by building foundational models for voice generation, and that expertise became its edge in deepfake detection, first for audio and now across video and image. Zohaib Ahmed and Saqib Muhammad started the company in 2019 to address voice work in gaming that could not keep up with how fast studios shipped new versions. Alongside the voice platform, the company shipped its first deepfake detector in the same month in 2019. Its product line includes Resemble Detect for real-time multimodal detection, Resemble Meetings, Resemble Identity, and Resemble Watermarker, powered by proprietary models such as DETECT-3B Omni and DETECT-World.

History

Zohaib Ahmed and Saqib Muhammad started Resemble in 2019 to solve a problem they kept running into in gaming: voice work couldn't keep up with how fast studios shipped new versions, and actors did not scale. The answer was generative voice, and building it well meant going deep on the underlying models, architecture, training, and data. Alongside the voice platform, the company shipped its first deepfake detector in the same month in 2019. From audio, Resemble extended to video and image, carrying the same insight that understanding creation is the shortest path to mastering detection.

Products and positioning

The only platform securing enterprise generative AI from creation through distribution, across every modality where synthetic media gets used to deceive.

  • Resemble Detect

    Real-time multimodal detection across audio, video, and images, battle-tested against 250+ generative AI models with explainability built in.

  • Resemble Meetings

    Detects synthetic voices and faces in real time on all major meeting platforms, with real-time alerts and a forensic audit trail.

  • Resemble Identity

    Biometric speaker verification that works in real time, with enrollment from 4 seconds and cross-app auth.

  • Resemble Watermarker

    Imperceptible watermarks for audio, video, and images that survive compression, with an Inspector SDK and EU AI Act Art. 50 compliance.

  • DETECT-3B Omni

    Described as the most accurate audio deepfake detector in the world by public benchmarks, with 96.7% accuracy across 51+ languages and #1 on HuggingFace for both speech and image.

  • DETECT-World

    The first world model for deepfake detection, expanding on DETECT-3B Omni's foundation by reviewing known generation patterns and physical reality, including lighting, motion, and continuity, to flag content from generators it hasn't been trained on.

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