iLens Detection Architecture

Three Independent Layers.
One Verdict.

A single purpose-built forensic engine analyzes every submitted video for provenance indicators — artifacts of synthetic generation that cannot be forged, hidden, or explained away.

3×
Independent Detection Layers
<30s
Analysis Time
100%
Forensic Certificate

Why three independent systems not one?

A forensic detection engine trained specifically on the outputs of synthetic media generators identifies provenance artifacts that cannot be removed without fundamentally altering the content. The methodology is testable, reproducible, and operates with a documented error rate — meeting the requirements of the Daubert standard for admissibility.

The Detection Engine

A single, purpose-built forensic detection engine — trained specifically on synthetic and authentic video — with 100% decision weight.

Primary · Forensic Engine
🧠
Forensic Video Analysis Engine
A forensic detection engine trained on millions of authentic and synthetically generated videos from every major generation platform — Sora, Runway, Pika, Kling, Veo, and MidJourney.

The engine operates on learned forensic feature space, detecting provenance artifacts that synthetic generators leave behind — patterns that cannot be described by a single rule or formula.

Each video is sampled at key frames and analyzed independently. The aggregate authenticity score is the sole input to the final verdict — no ensemble, no averaging with weaker signals.
100%

How The Pipeline Works

From upload to forensic certificate in under 30 seconds.

1
Video Upload
The video is received securely. Supported formats: MP4, MOV, AVI, MKV, WebM up to 200 MB. The original file is never stored — it is processed in memory and discarded immediately after analysis.
2
Frame Sampling
3 frames are extracted evenly from the beginning, middle, and end of the video. This provides a representative sample while keeping analysis fast and cost-efficient.
3
Forensic Engine Analysis
The sampled frames are submitted to a forensic detection engine trained specifically on authentic and synthetic video. The engine returns a per-frame provenance score. Results are aggregated into a single authenticity score from 0 to 100.
4
Verdict + Forensic Certificate
The score maps to one of three verdicts. A SHA-256 signed PDF certificate is generated with the authenticity score, verdict, case ID, and a QR-verifiable chain of custody.

AI Generator Coverage

Sora
OpenAI video generation
Covered
Runway
Gen-2, Gen-3
Covered
Pika
Pika 1.0 / 2.0
Covered
Kling · Veo · MidJourney
And more
Covered

Three Verdict Classifications

Every analysis produces one of three verdicts, backed by a signed forensic certificate.

FORENSICALLY CONSISTENT
Forensic analysis finds strong provenance indicators. Consistent with real camera capture. Score ≥ 70.
LIKELY AUTHENTIC
Video shows more authentic than AI signals. Score 50–69.
DIGITALLY FABRICATED
Forensic engine detects high-confidence indicators of synthetic origin. Score < 50.

See the Forensic Engine in Action

Submit any video and receive a forensic provenance verdict with a court-admissible certificate in under 30 seconds.

Certify a Video View Reality Report