AI-Powered News Intelligence Pipeline

Transforming Raw News
Into Verified Insights

Watch as Labeeb's AI factory processes thousands of news sources in real-time,filtering noise, verifying claims, and delivering actionable intelligence.

Powered by:
Multi-Source Ingestion
Smart Filtering
AI Processing
Precision Verification
How Labeeb Works

Live Trust HUD

Real-time intelligence quality assessment—transparent, actionable, and always with receipts.

Process Flow

News Intake

Live Trust Monitoring

Real-time curation and verification of incoming news streams with comprehensive trust indicators.

Claim Analysis

Evidence Builder

Advanced NLP processing to identify claims, entities, and relationships with confidence scoring.

Evidence Verification

Editor's Notebook

Comprehensive cross-referencing with verified sources and expert validation protocols.

Verdict Presentation

Decision Receipt

Transparent verdict delivery with full evidence trail and confidence metrics.

Live Trust HUD

Live

Signal Quality Index (SQI)

Good, watch conflicts
73.3( 3.5 vs 60m)

Why it's not 100: Capped by Tier-A mix and unresolved anomalies

Quality of current evidence mix (breadth × reliability × freshness minus conflicts)

Evidence Half-lifefast-changing
4h

How quickly the underlying facts tend to change for this story

Language Parityfair
AR under-represented · +EN

Language fairness across monitored coverage

Region BalanceNo region >35% (balanced)
28%
Novelty SignalHigh novelty—story evolving
78%

% of items adding new information (not rephrased repeats)

Outlet Tier Mix
Gov 18% · Wire 42% · Independent 40%
60%
Tier A
30%
Tier B
10%
Tier C
Freshness & Velocity
First Seen
18m ago
Velocity
+12 articles/10m
Acceleration↑ fast
Anomaly WatchConflicts we surface—never hidden—so you can see the full picture
Time mismatchUnder review (medium)
mediumunder_review
Attribution mismatchPublisher amended timestamp 32m ago
lowresolved
Next Action

Moving to AI Retrieval to assemble evidence pack

Condition: sqi_ge_70_and_acceleration_up

Regional Balance
North America28%
Europe25%
Asia22%
Africa12%
Origin Mix
Government18%
Newswire42%
Independent40%
Reliability Baseline
System HealthHealthy
Ingest Latencyp95 320ms
Target SLO500ms
Coverage92%
SLO glidepath: p95 ingest 320ms · target ≤500ms
Core Features

Powered by Advanced
AI Intelligence

Experience the future of news analysis with our cutting-edge technology stack

AI Analysis
Real-Time Processing
Verified Intelligence
Actionable Insights

AI-Powered Analysis

Advanced machine learning models analyze news content with 94.7% accuracy

Natural Language Processing
Sentiment Analysis
Entity Recognition

Real-Time Processing

Process breaking news as it happens with sub-2second analysis speed

< 2s Processing
Live Updates
Instant Notifications

Verified Intelligence

Cross-reference claims against multiple reliable sources with transparent verification

Multi-Source Verification
Transparent Process
Evidence Links

Actionable Insights

Transform raw data into actionable insights with comprehensive analytics

Custom Dashboards
Data Export
API Integration

Live Process Demo

Watch how Labeeb transforms raw news into verified intelligence

News Ingestion

Real-time source monitoring

Labeeb continuously monitors 10,000+ global news sources and social media platforms.

AI Analysis

Natural Language Processing

Advanced AI identifies claims, extracts entities, and analyzes sentiment using NLP.

Evidence Verification

Cross-source validation

Each claim is verified against multiple reliable sources and historical data.

Verdict Generation

Explainable AI decisions

Generate clear verdicts with confidence scores and supporting evidence.

10K+
Sources
94.7%
Accuracy
< 2s
Speed
5K+
Users
Ready to get started?

Experience the Future of News Intelligence

Join thousands of professionals who trust Labeeb for their news analysis needs

Pipeline Demo

Watch Labeeb's AI pipeline in action

Step 1 of 5
Ingestion
Filtering
Analysis
Verification
Storage

Ingestion

Multi-source data collection

Step 1 of 5Ready
Active Sources
47,892
OK
Ingestion Rate
1.2M/h
OK
Avg Latency
120ms
Degraded
Global Coverage
98%
OK

Live Analytics

Support
Refute
Neutral
Chart visualization loading...
Live Demo

See AI Intelligence in Action

Watch how Labeeb transforms raw news into verified intelligence through our advanced AI pipeline.

Labeeb AI Pipeline
News Ingestion0%

News Ingestion

Real-time source monitoring

Labeeb continuously monitors 10,000+ global news sources, social media platforms, and official feeds.

active

Live Metrics

sources10,234
speedReal-time
coverageGlobal

Advanced AI Models

State-of-the-art machine learning for accurate analysis

Enterprise Security

Bank-level encryption and data protection

Real-time Processing

Instant insights from breaking news

Signal vs Noise

See how claims stand up to evidence.

AllHealthTechClimate
ClaimNoise
New study shows coffee prevents all types of cancer completely.
Health Daily·healthdaily.com·Dec 15, 2023
EvidenceRefute

The study actually shows moderate correlation with reduced risk for specific cancers, not prevention of all types.

12% agree
ClaimNoise
AI systems will replace 50% of jobs by 2025.
Tech Future·techfuture.io·Nov 28, 2023
EvidenceNeutral

Economists disagree on timelines; some predict automation while others emphasize job transformation rather than replacement.

45% agree
ClaimNoise
Climate change has accelerated by 300% in the past decade.
Eco Watch·ecowatch.org·Jan 3, 2024
EvidenceSupport

NASA data confirms that the rate of global temperature increase has tripled compared to the previous decade.

87% agree
ClaimNoise
Quantum computers will break all encryption within two years.
Cyber Security Today·cybersectoday.com·Dec 20, 2023
EvidenceRefute

Current quantum computers lack sufficient qubits and error correction to break modern encryption algorithms.

8% agree
Powerful Features

Everything You Need for
News Intelligence

Labeeb combines cutting-edge AI with intuitive design to deliver the most comprehensive news intelligence platform available.

10K+
News Sources
94.7%
Accuracy Rate
< 2s
Processing Time
24/7
Monitoring

AI-Powered Analysis

Advanced machine learning models analyze news content with 94.7% accuracy, identifying claims and extracting key insights.

Natural Language Processing
Sentiment Analysis
Entity Recognition
94.7%
Accuracy

Real-Time Processing

Process breaking news as it happens with sub-2second analysis speed, delivering insights when they matter most.

< 2s Processing
Live Updates
Instant Notifications
< 2s
Response Time

Verified Intelligence

Cross-reference claims against multiple reliable sources with transparent verification pipelines and explainable AI.

Multi-Source Verification
Transparent Process
Evidence Links
89.3%
Verification Rate

Actionable Insights

Transform raw data into actionable insights with comprehensive analytics and customizable dashboards.

Custom Dashboards
Data Export
API Integration
24/7
Monitoring

Global Coverage

Monitor news from 10,000+ sources across 195 countries in 47 languages with comprehensive global coverage.

195 Countries
47 Languages
10K+ Sources
10K+
Sources

Team Collaboration

Collaborative workspace with real-time sharing, comments, and team-based analysis workflows.

Real-time Sharing
Team Workspaces
Role-based Access
5K+
Active Users
Enterprise Ready

Ready to Transform Your News Analysis?

Join thousands of professionals who trust Labeeb for their news intelligence needs.

Get Started Today

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10,000+ news sources monitored
Real-time AI analysis
Verified intelligence reports
Team collaboration tools
Enterprise-grade security
5K+
Active Users
94.7%
Accuracy Rate
24/7
Support

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