Technology

Physics-based detection. A fundamentally different approach.

Core Premise

AI-generated threats cannot be reliably defeated by more AI alone. In an ever-evolving world where malicious actors iterate faster than defensive models can adapt, traditional approaches become increasingly compute-intensive, reactive, and ultimately fragile.

Drawing on decades of expertise in acoustics, signal processing, and high-performance computing, UnCognito applies physics-based detection to identify structural inconsistencies that synthetic media cannot conceal.

The result is a fundamentally more efficient and robust solution: lower cost, lower latency, and resilient performance in real-time, high-throughput environments.

Numbers that matter

<1%

CPU Usage — on iPhone 16

16MB

RAM footprint — on-device

10K+

Concurrent audio streams (cloud)

2000 hrs

Archived content / hour (batch)

Structural Comparison

AI vs AI vs Physics-Based

DIMENSIONS AI vs AI APPROACH UNCOGNITO™ PHYSICS-BASED
Competitive dynamic Arms race — reactive to model evolution Orthogonal — anchored in physical reality
Compute requirements High — large inference piplines Low — efficient signal processing
Detection basis Model-learned patterns (fragile) Physical structural inconsistencies
Performance over time Degrades as generative models improve Stable — adversarial iteration doesn't help attacker
Latency Hign — model inference delay Real-time capable
Edge / offline deployment Limited — cloud-dependent Native — on-device, secure, offline
Deployment Modes

Built for where you need it

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UnCognito™ Closed-Loop (On-Device)

Fully self-contained, GDPR compliant.
Real-time, on-device with no transmission delays and no cloud compute or storage fees. Operates offline and in secure environments — data stays on-device with no exposure to external networks.

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UnCognito™ Cloud

Closed-loop, GDPR-ready near real-time cloud processing.
A single instance handles 10K+ concurrent audio streams in real time. Batch mode processes 2,000 hours of archived content per hour. Supports archival/retrieval secured via cloud provider best practices.

Performance

Designed for demanding environments

Four key performance characteristics that differentiate UnCognito's approach:

Low

CPU & RAM Requirements

Real-Time

Detection Spreed

Scalable

Processing Architecture

Secure

Environment Support

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