The AI engine that watches, transcribes, classifies, fact checks, and thumbnails news content from every major platform so your team always creates what matters.
Pipeline for Unified Live Source Extraction
Scroll
0
Videos / Day
0
Sources Live
97.3%
Fact Accuracy
<2m
Avg Latency
Interactive Workflow
Click Through the Pipeline
Experience each stage live. Click through to see how raw video becomes fact checked content intelligence.
📡
Stage 01
Ingest & Transcribe
Processing
🏷️
Stage 02
Classify & Tag
Waiting
🛡️
Stage 03
fact-Check & Score
Waiting
🎨
Stage 04
Thumbnail Generation
Waiting
Multi Source Video Ingestion
Meridian monitors 800+ feeds across YouTube, X/Twitter, TikTok, Instagram Reels, and major wire services. Whisper v3 runs Real time transcription with speaker diarization.
🔊
Real time audio extraction & transcription
🗣️
Speaker diarization & language detection
⚡
Sub-2-minute processing latency
🌐
40+ language support
Whisper v3yt-dlpFFmpegWebSocketRedis Streams
📺 YouTube
𝕏 Twitter / X
♪ TikTok
📷 Instagram
📰 Reuters
🌐 AP News
AI Classification & Tagging
NLP pipeline analyzes transcripts for entities, sentiment, geolocation. Auto-classified into 24 categories with multi-label tagging and urgency scoring.
🧠
Named entity recognition
📊
Sentiment & urgency analysis
🗂️
24 categories, 200+ tags
🌍
Geo-tagging & language context
Claude APIspaCyBERTopicFastAPI
⚡ Breaking
🌍 Geopolitics
💰 Finance
🧪 Tech & AI
🏛️ Politics
⚕️ Health
🌡️ Climate
🏈 Sports
🎬 Entertainment
Multi-Source Fact Verification
Claims cross-referenced against verified databases, government records, and 3+ independent sources. 0–100 credibility score with full evidence trails.
🔍
Claim extraction & decomposition
📚
50+ verified databases
🔗
Multi-source corroboration
📋
Evidence trail & audit log
RAG PipelineClaimBusterSERP APIKnowledge Graph
94
Credibility
Source Corroboration5/5 ✓
Official RecordsVerified ✓
Temporal ConsistencyPass ✓
Bias DetectionLow ⚠
AI Thumbnail Generation
Meridian extracts the highest-impact frame using CLIP scoring, applies brand overlays and attention heatmaps. Multiple A/B variants generated per video.
🖼️
Best frame via CLIP scoring
✨
Brand-consistent overlays
🔄
A/B variant generation
📐
Attention heatmap optimization
CLIPStable DiffusionOpenCVPillow
VARIANT A
VARIANT B
VARIANT A
VARIANT B
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Live Dashboard
Content Command Center
Click any card to watch the video. Each card shows AI-generated thumbnails with recommended variants below.
Meridian
Feed
Trending
Pipeline
Analytics
🔍 Search stories, topics...
LIVE
Categories
🔥 All Stories2,847
🌍 Geopolitics412
💰 Finance389
🧪 Tech & AI356
⚡ Breaking127
🏛️ Politics298
🌡️ Climate201
⚕️ Health143
Top Sources
YouTube680
X / Twitter540
TikTok420
Trending Now
Hot
Recent
Verified
Viral
Federal Reserve Rate Decision — Full Press Conference
YouTube
2h ago🔥 #1
FinanceFedMarkets
92
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GPT-5 Launch: What Changed for the Industry
X / Twitter
45m ago📈 Rising
AIOpenAILLM
78
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South China Sea — 3 Nations Issue Joint Statement
Reuters
1h ago⚡ Urgent
ChinaASEANDefense
95
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Bitcoin Breaks $150K — Institutional FOMO at ATH
TikTok
30m ago🔥 Viral
CryptoBitcoin
64
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WHO Pandemic Preparedness Framework — Key Takeaways
YouTube
3h ago📌 Pinned
WHOHealth Policy
98
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EU Parliament AI Act Amendments — Industry Reacts
Instagram
5h ago📈 Rising
EUAI Regulation
88
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System Architecture
Under the Hood
Full view of how Meridian ingests, processes, and delivers content intelligence.
