RESEMBLE MEETINGS

Every call monitored for deepfakes in real time.

An automated detection bot joins every Zoom, Teams, Meet, and Webex call. Flags face swaps, voice clones, and synthetic personas in seconds.

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MODELS

Powering Resemble Meetings

From verdict to evidence, in one stack.

DETECT-3B Omni
DETECT
3 billion parameter multimodal detection model. The only deepfake detector covering audio, image, and video in a single unified architecture. Zero-day coverage for new generative models in under an hour.
#1 benchmarked detection
<300ms detection
3B parameters
160+ models
51 languages
On-prem
GET STARTEDAPI DocsLEARN MOREBENCHMARKS
Resemble Intelligence
DETECT
Intelligence generates human-readable forensic explanations in real time, surfacing which artifacts contribute to scores and why. Full explainability, context and Reverse Search provide the most up-to-date and complete rationale for results. Built for compliance teams, legal review, and trust & safety workflows that need evidence, not just a score.
Human-readable reports
Real-time
Audit-ready
Powered by Gemini 3 Flash
Docs
PLATFORM COVERAGE

Reliable detection across every platform.

The same DETECT-3B Omni model runs across all major platforms.

Microsoft Teams
Detection bot appears natively in the Teams attendee list. Alerts surface inside the Teams UI with no context switching.
Zoom
Bot joins scheduled meetings automatically via calendar sync. Confidence scores and recommended actions delivered before the call ends.
Google Meet
Full audio and video analysis on every session in scope. The same forensic report generated on every detection.
Webex
Bot joins scheduled Webex meetings via calendar sync. Real-time detection runs throughout the call and forensic reports available in the Resemble dashboard.
Detection accuracy by platform
Microsoft Teams
97%
Zoom
97%
Google Meet
91%
Webex
90%
0%
Accuracy % (higher = better)
100%
Powered by DETECT-3B Omni
RESEMBLE meetings attack coverage

Can it catch a fake mid-call? Every time.

Face swap and AI filter impersonation
DETECTED
DETECTED
Replay attack
DETECTED
DETECTED
Voice cloning
DETECTED
DETECTED
Partial manipulation
(localized face or voice edit)
DETECTED
DETECTED
Synthetic video persona
(deepfake candidate or executive)
DETECTED
DETECTED
Live call on Zoom, Teams, Google Meet, or Webex
COVERED
COVERED
OUR CAPABILITIES

Automate detection — no set-up per call

Built for the calls where trust matters most. Resemble Detection runs in live calls and flags fraud before your next sentence.
Bot joins automatically
Syncs with your organization's calendar and joins every scheduled meeting automatically, with no manual triggers and no action required from participants or candidates.
Alerts in real time
Notifies security teams instantly via email, Slack, or SMS the moment a deepfake is identified, with a confidence score and recommended action.
Forensic evidence on every detection
Generates frame-by-frame analysis with timestamp data, manipulation technique identification, and certainty scoring. Exports reports for regulators, legal counsel, and executive briefings.
99%
Accuracy on the latest video generation models incl. Veo 2
4
Platforms covered: Zoom, Teams, Meet, and Webex
51
Languages covered with no enrollment required
MEETING INTELLIGENCE

Know why it was flagged, not just that it was.

Every detection in Resemble Meetings passes automatically through Resemble Intelligence, the explainability layer built to work with DETECT-3B Omni.
Speaker profiling: language, dialect, emotion, and speaking style
Fraud classification: attack vector and confidence reasoning per detection
Liveness detection: confirms whether a real person was physically present
Audit trail: exportable for legal, compliance, and regulatory review
DEEPFAKE DETECTION COVERAGE

Models we detect

DETECT-3B Omni is battle-tested against 160+ generative AI models. Coverage spans every major audio, image, and video generator — with zero-day updates when new models launch.

Audio
Image
Video
ElevenLabs
Text-to-speech
Covered
OpenAI TTS
TTS-1/TTS-1 HD
Covered
Azure TTS
Microsoft Neural TTS
Covered
Google TTS
WaveNet / Neural2
Covered
AWS Polly
Neural / Standard
Covered
Suno
AI music generation
Covered
Udio
AI music generation
Covered
PlayHT
Text-to-speech
Covered
Murf
Text-to-speech
Covered
Descript
Overdub / TTS
Covered
DALL-E 3
Open AI
98% accuracy
Midjourney
v6 / v7
98% accuracy
Stable Diffusion
SDXL / SD 3.5
94% accuracy
Nano Banana
Image generation
Covered
Flux
Black Forest Labs v2
99% accuracy
Gemini
Imagen 3 / 2.0 Flash
99% accuracy
GPT-4o
OpenAI image gen
99% accuracy
StyleGAN
v2 / v3
>99% accuracy
Ideogram
v2 / v3
Covered
Leonardo AI
Image generation
Covered
Sora
OpenAI
Covered
Veo
Google DeepMind
>99% accuracy
Runway
Gen-3 Alpha
Covered
HeyGen
Avatar video
Covered
Pika
Video generation
Covered
Kling
Kuaishou
Covered
Seedance
ByteDance
covered
Synthesia
AI avatar video
Covered
D-ID
Talking avatar
Covered
Stable Diffusion
Overdub / TTS
Covered
Plus...
Bark
VALL-E
VALL-E2
YourTTS
Tortoise TTS
XTTS
StyleTTS 2
MetaVoice
Kokoro
VoiceBox
NaturalSpeech 3
HierSpeech++
...and over 100 more
Stable Diffusion XL
Latent Diffusion
eDiff-I
GLIDE
Kandinsky
DeepFloyd IF
Playground v3
Grok Aurora
Recraft v3
Lumina Image
Emu (Meta)
...and more
CogVideoX
Wan 2.1
Open-Sora
ModelScope
VideoCrafter
AnimateDiff
VideoPoet
Make-A-Video
Gen-2
Morph Studio
Mochi 1
HunyuanVideo
AI AttacK riSK BY teams

A deepfake call only needs a few seconds

The exposure is different for every team. The call is the same.

Security & Finance
Industry risk:
Executive impersonation on live calls authorizing wire transfers or credential handovers.
Resemble AI solution:
Alert the security team before the transfer is approved or your IP is leaked.
HR & Talent
Industry risk:
Deepfake candidates using face swaps to pass recruiter screens undetected.
Resemble AI solution:
Recruiters are notified in-call, before the candidate advances.
Security Operations
Industry risk:
Live meetings are the most direct attack surface with no existing detection coverage.
Resemble AI solution:
Every scheduled meeting across all four platforms is covered automatically.
Legal & Compliance
Industry risk:
No documented evidence when fraud is reported after the call ends.
Resemble AI solution:
Every detection produces a forensic report exportable for regulators and counsel.
SOC2 Type II
Enterprise plans
EU AI Act ready
Mandatory Aug 2026
GDPR Compatible
On-prem available
HIPAA Compatible
Air-gapped deployment
SSO / SAML
Enterprise identity
C2PA Standard
Content provenance
AI SECURITY

Trusted where it matters most

When the stakes are real, rely on Resemble AI
Case studiesContact us
U.S. Senate Judiciary
Resemble AI's CEO testifies on election deepfakes, presenting detection infrastructure as a national security requirement.
Carahsoft Public Sector
Available to US Federal, State and Local Government across hundreds of contract vehicles.
Canada AI Code of Conduct
Signed alongside IBM and Scale AI, as a pillar of responsible AI deployment.
AI narration for The Andy Warhol Diaries
Generated from three minutes of source audio, PerTh watermarked every file for talent IP protection and authenticity disclosure.
INTEGRATIONs AND DEPLOYMENTs

Go live in hours, not sprints.

Rest API and SDK access
Zoom, Microsoft Teams, Google Meet, Webex
Calendar sync via Google Calendar or Outlook
Active Directory and SSO/SAML support
Alerts via email, Slack, or SMS
On-prem and air-gapped environments available
View API Docs
Frequently asked questions
Is the bot visible to meeting participants?
By default, yes. Resemble's detection bot appears as a named participant. The bot name is fully customizable. Some organizations display it openly as a detection tool, others name it as a notetaker.
Does the bot record the meeting?
No. Detection runs in real time against live audio and video. No call content is stored or transcribed. The only output is the detection verdict, confidence score, and forensic report. This simplifies wiretapping, GDPR and consent obligations significantly.
How does calendar integration work?
Connect your Google Calendar or Outlook via the dashboard. Earmark specific users or filter by meeting type: all meetings, external-only, or host-only. The bot joins automatically from that point forward. No action required per call.
What happens when a deepfake is detected?
An instant alert fires via email, Slack, Teams or SMS with the confidence score and recommended action. Configurable automatic responses include meeting termination or additional authentication. A forensic report with frame-by-frame analysis is generated and available for export.
How does this work with GDPR, wiretapping and consent requirements?
Detection runs in real time against live audio and video. No call content is stored, which simplifies consent obligations significantly. The bot can be named and positioned as a note taker, which many organizations find falls within existing meeting recording consent policies. For deployments requiring explicit consent, notification preferences are fully configurable.
Can it detect candidates who use AI filters during interviews?
Yes. Face swaps, AI filters, and synthetic video personas are all covered by DETECT-3B Omni. Recruiters receive an in-call alert before the candidate advances to the next round.
What are the enterprise deployment options?
Cloud, on-premise, and air-gapped environments are all supported. Deployment is also cloud agnostic and is available for GCP, Azure, and AWS. Active Directory integration and SSO/SAML are available. SLA documentation available on request.
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Join thousands of developers and enterprises securing with Resemble AI
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