AMPMContent Intelligence Division

PULSE

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

PULSE 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

PULSE 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
1 / 4
Live Dashboard
Content Command Center
Click any card to watch the video. Each card shows AI-generated thumbnails with recommended variants below.
PULSE
Feed
Trending
Pipeline
Analytics
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
System Architecture
Under the Hood
Full view of how PULSE ingests, processes, and delivers content intelligence.
📺

YouTube API

Trending & channels

𝕏

X / Twitter

Video tweets

TikTok

Trending clips

📷

Instagram

Reels

📰

News Wires

Reuters, AP, BBC

PULSE Core Engine

Transcription → NLP → Fact-Check → Thumbnail

Whisper v3Claude APIRAGCLIP
📊

Dashboard

Real-time feed

🔔

Alerts

Breaking push

📋

Briefs

Auto scripts

📈

Analytics

Forecasting

🔗

API

Integrations

Data Sources
Always Watching. Always Current.
Real-time monitoring across all major platforms.
📺
YouTube
Video
Connected
𝕏
X / Twitter
Social
Connected
TikTok
Short-Form
Connected
📷
Instagram
Reels
Connected
📰
Reuters
Wire
Connected
🌐
AP News
Wire
Connected
Performance
Real-Time Metrics
Platform health and throughput.
Throughput↑ 23%
9.8 vids/sec
Fact-Check QueueLive
42 queued
Thumbnails↑ 12%
3,241 today