Neural Defend

What Neural Defend does

Neural Defend provides real-time deepfake and document-fraud detection through its flagship Atlas platform, an ensemble of 15+ specialized neural networks that performs concurrent analysis across video, audio, image, and document inputs. Frame-level pixel analysis, blink and micro-expression tracking, temporal consistency checks, compression artifact scanning, spectrogram pattern matching, voice-cloning detection, AI-generation fingerprinting, and face-swap boundary detection are exposed via three deployment modes — a global REST API with OAuth2, a Native SDK for mobile/web, and an On-Premise Docker image with air-gapped capability — and return probabilistic risk scores typically within 800 milliseconds. The platform is hosted on Microsoft Azure (Central India with South India DR) and applies a strict zero-retention policy on client-submitted content, retaining only non-content metadata; it holds ISO 27001, SOC 2 Type II, and GDPR certifications and aligns with India DPDP Act 2023, UAE PDPL 2021, and ISO/IEC 27701:2019.

Name

Neural Defend

Legal name

Neural Defend Private Limited

Website

https://neuraldefend.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Neural Defend offers the Atlas AI platform for real-time deepfake and document-fraud detection across video, audio, image, and document inputs via REST API, SDK, or on-premise Docker deployment. It serves vKYC/finance, government, media, identity verification, and enterprise customers globally.

Ownership category

akta.pro rank

Product category

AI Deepfake Detection Software

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro industry

PRIMARYHDAAAKAK

Content Authenticity, Watermarking & Deepfake Detection

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Security, Privacy & Model Governance

SECONDARYHDAAAKAI

Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Security, Privacy & Model Governance

Keywords

• Deepfake detection
• AI fraud prevention
• Identity verification
• Document fraud detection
• Video authentication

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Enterprise Subscription / License Fees: Paid enterprise plans, API usage, and enterprise services governed by separate order forms or master service agreements (MSAs). Fees, billing cycles, and refund terms disclosed before purchase per Terms of Service. Indicative of subscription / recurring license revenue with potential usage-based components for API consumption.
2. Usage-Based API Consumption: REST API access is metered and billed — implied by the existence of OAuth2-authenticated API keys, JSON-response endpoints, and a separate commercial agreement for "API usage" as referenced in the Terms of Service. Scalable consumption-based revenue tied to request volume.
3. Professional / Deployment Services: Professional services for deployment and integration support — including On-Premise Docker installation, hands-on engineering support throughout integration, and dedicated account management for enterprise clients per the FAQ and Terms of Service.

Pricing tiers

Go-to-market motion4 records

Distribution channels5 records

Marketing channels7 records

Core offering

Neural Defend sells the Atlas deepfake and document-fraud detection platform, which uses an ensemble of 15+ neural networks to analyze video, audio, images, and documents in real time and return risk scores. The platform is delivered via REST API, Native SDK, and On-Premise Docker deployment, and is sold primarily to enterprises in vKYC/finance, government, media/news, video conferencing, and document verification use cases, with a free self-serve sign-in option and enterprise contracts for paid access.

Product overview

Neural Defend offers a single unified product platform called Atlas, which delivers enterprise-grade AI-based deepfake and document-fraud detection. Atlas is exposed via three deployment modes (REST API, Native SDK, and On-Premise Docker) and powers six specialized industry solution modules: vKYC & Finance, Government, Video Platforms, Media & News, Enterprise, and Document Analysis. Across all modules, Atlas processes video, audio, images, and documents through an ensemble of 15+ specialized neural networks, returning probabilistic risk scores and confidence levels for automated enforcement. The platform advertises sub-second inference latency (<800ms), 10M+ daily verification requests capacity, 99.9% uptime, and zero-retention processing of client content.

Differentiator

Problem solved

Functional benefit

Brands

• Atlas: Neural Defend's flagship deepfake and document-fraud detection API/service, processing client-submitted media in-memory with zero retention of submitted content.

Products and services

• Atlas Deepfake & Document-Fraud Detection Platform Enterprise-grade AI platform that detects deepfakes and document fraud across video, audio, image, and document inputs using an ensemble of 15+ neural networks. Processes client-submitted media strictly in-memory with zero retention, returns probabilistic risk scores for automated enforcement, and is delivered via REST API, Native SDK, or On-Premise Docker. Designed for enterprises, governments, and platforms needing sub-second inference at scale (10M+ daily requests, 99.9% uptime).
• Deepfake Verification System for News Media (Neural Defend x Zee News) White-label/embedded deepfake verification system built with Zee News that lets users upload suspicious content (videos, audio, images) for authenticity analysis within seconds. Aimed at news media combating misinformation at scale, with CTO Vijayant Kumar endorsing it as "fast, accurate, and simple for every citizen."

Quantifiable outcome

• Sub-second detection latency (typically <800ms)
• +5 more outcomes

Named customers8 records

Segments9 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability8 records

Feature7 records

Partnerships

Eight partnerships are on record, tiered flagship / anchor partnership for india news-media vertical, strategic technology / partner-customer, research / talent-origin collaboration, major institutional trust logo, minor institutional trust logo and foundational mentorship program — mit ecosystem anchor.

• Zee News (ZMedia)flagship / anchor partnership for india news-media verticalStrategic or Co-development Partner · 23 October 2025Co-developed and launched India's first AI-powered deepfake verification system for news media with Zee News (announced 2025-10-23). The system enables audiences to upload suspicious content (video/audio/image) for authenticity analysis within seconds. Vijayant Kumar, CTO of ZMedia, publicly endorsed the integration as "fast, accurate, and simple for every citizen." Strategic flagship partnership establishing Neural Defend in the Indian news / broadcasting vertical.
• DIROstrategic technology / partner-customerTechnology or IntegrationQuoted on the Neural Defend homepage by co-founder Vishal Gupta: "Their commitment to quality and security makes them an invaluable partner." Listed under "Institutional Trust" logos. Indicates a deep technology / partner relationship between Neural Defend's deepfake detection and DIRO's identity-verification capabilities.
• Intelresearch / talent-origin collaborationStrategic or Co-development PartnerNeural Defend is "Built by researchers from MIT and Intel" per the homepage, indicating an Intel-affiliated research and engineering talent origin / ongoing collaboration underpinning the company's deepfake-detection capabilities.
• Tata Communicationsmajor institutional trust logoOthersDisplayed on the Neural Defend homepage under "Institutional Trust" — signalling a major institutional relationship (most likely enterprise customer/trust relationship given context).
• Capgeminimajor institutional trust logoOthersDisplayed on the Neural Defend homepage under "Institutional Trust" — signalling a major enterprise/trust relationship with a global IT-services firm.
• Samsung NEXTmajor institutional trust logoOthersDisplayed on the Neural Defend homepage under "Institutional Trust" — signalling an enterprise/institutional relationship (Samsung NEXT also operates a venture arm, but no explicit investment language is provided in the source).
• FinChatminor institutional trust logoOthersDisplayed on the Neural Defend homepage under "Institutional Trust" — signalling a fintech / AI partner or customer relationship.
• MIT Venture Mentoring Service (MIT VMS)foundational mentorship program — mit ecosystem anchorStrategic or Co-development PartnerNeural Defend is "Born at MIT and backed by its Venture Mentoring Service" per the About page. Active mentorship from Jeff Lindholm (CRO at Lookout), Hikyu Lee (Founder & CEO), Paul Buta (Adjunct Professor & Legal Expert, Colby), and Robert Gottlieb (Co-founder / Managing Director, Ogilvy). Provides ongoing strategic, operational, and legal guidance to Neural Defend's founders.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Reality Defender: New York-based deepfake and synthetic media detection platform offering real-time API-based detection across video, audio, and images. Directly comparable to Neural Defend in product (multi-modal detection API), target market (enterprise, government, financial services), and GTM motion (enterprise sales + API).
• Sensity AI: Amsterdam-based deepfake detection and AI threat intelligence provider serving financial institutions, governments, and platforms. Comparable to Neural Defend across deepfake/video forensics, KYC fraud use cases, and enterprise/government customer segments.
• Deepware Scanner: Deepfake detection platform offering API and SDK integration for video deepfake analysis targeting media, enterprise, and security buyers. Directly comparable to Neural Defend's Atlas video-detection capability and developer-led integration model.
• DuckDuckGoose AI: Delft-based deepfake detection company providing API/SDK tools to detect manipulated images, video, and audio, with a focus on media verification, KYC, and enterprise trust use cases — closely matching Neural Defend's vertical segmentation approach.
• Pindrop: US-based voice-fraud and deepfake-voice detection vendor serving contact centers and financial institutions. Overlaps with Neural Defend's audio/spectrogram and voice-cloning detection capabilities and shares enterprise financial-services buyers.
• Truepic: Digital content authenticity and media provenance platform offering C2PA-aligned image/video verification and fraud-prevention APIs. Comparable to Neural Defend on image/document authentication, KYC workflows, and regulated buyer segments.
• iProov: Biometric face-verification and liveness/deepfake-detection vendor serving banks, governments, and travel (similar to Digi Yatra in Neural Defend's logo set). Comparable on vKYC, government ID, and presentation-attack-detection use cases.

Broad incumbents

• AU10TIX: Established identity-verification and KYC platform with deepfake and synthetic-identity detection layered into onboarding workflows. Comparable to Neural Defend's vKYC and Finance vertical, but as a broader incumbent identity stack rather than a detection-pure-play.
• Microsoft (Video Authenticator / Content Integrity): Microsoft's Video Authenticator and Azure Content Integrity / origin services target the same deepfake-detection and content-authenticity market as Neural Defend. Comparable as a broad incumbent with deep Azure-native integration, including Teams — one of Neural Defend's integration targets.

Emerging players

• BioID: Germany-based biometric verification and liveness/deepfake-detection vendor with API-based face liveness and anti-spoofing. Comparable to Neural Defend's identity and access-verification use cases and developer-friendly API GTM.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/neural-defend

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Neural Defend