Factual Auditing Pipeline

How Somiq Verifies Claims

Step-by-step breakdown of how reels and video tracks are transformed into verified evidence.

01
Ingesting URL
https://

Paste URL or Media Link

Paste any TikTok, Instagram Reel, YouTube Shorts URL, or share video and image links.

02
Demuxing Track

Analyze Media Content

Extract spoken claim audio, text overlays, or visual frames locally inside a secure sandbox.

03
Whisper Model
$

Speech to Text

Transcribes audio tracks instantly into text sequences.

04
Claim Extractor
"NASA filmed aliens in..."
⚠️ CLAIM ISOLATED

Detect Claims

Logical AI engines isolate checkable factual assertions.

05
Semantic Query
NASA APIReutersarXivPubMed

Search Trusted Sources

Queries real-time research, publications, and news indices.

06
AI Reasoning
98% Conf

Verify With AI

Compares claims against evidence to compute verification logs.

07
Report Stamping
FALSE

Generate Report

Produces citation-backed trust reports with verdicts.

Access

Verify Claims Now

Install the Somiq mobile utility to start auditing claims on your device.

Architecture Core

Engineered for Accuracy & Privacy

Every stage is designed to ensure maximum verification speed, minimal data overhead, and strict mathematical grounding.

Security
Zero-Trace Sandbox

Client-Side Isolation & Privacy

Media processing begins in a secure, isolated client environment. We extract only the required audio codec stream on your device without transmitting heavy raw video files or collecting credentials.

Speech AI
Multi-Language Processing

Neural Transcription & Translation

High-precision Whisper models convert speech into timestamped text, normalising background noise, distinct accents, and dialects to isolate verbatim assertions accurately.

RAG Engine
Authoritative Cross-Referencing

Real-Time Semantic Grounding

Extracted factual claims are systematically queried across accredited registries, medical databases (PubMed), academic repositories (arXiv), and trusted international news wires.

Auditing
Transparent Evidence Logs

Confidence-Scored Verdict Reports

Every audited claim receives an explicit confidence rating, source citations, and factual status breakdown so you always know why a claim was verified, disputed, or flagged.

Start Auditing Media

Verify Your First Video in Seconds

Download the Somiq mobile utility or explore our frequently asked questions to learn more about our verification pipeline.