NewsForge
22 AI agents that never sleep.
How NewsForge automates complete newsroom operations with 22 AI agents, an 11-stage pipeline, multi-language support, and zero human intervention. From source monitoring to published article in under 2 seconds.
The Challenge
Manual newsrooms cannot scale.
Traditional newsrooms rely on human journalists for every step: monitoring sources, writing articles, fact-checking, translating, and publishing. This model breaks at scale. News cycles are 24/7 but human teams are not. Costs rise linearly with coverage. Languages multiply the problem.
24/7 News Cycle
Breaking news doesn't wait for office hours. Manual newsrooms miss stories overnight, on weekends, and during holidays.
Language Barrier at Scale
Covering news in 50+ languages requires armies of translators. Quality varies. Speed suffers. Costs are prohibitive.
Linear Cost Scaling
Every new language, source, or publication channel requires more staff. Revenue doesn't scale the same way.
The Pipeline
11 stages from source to published.
Every article passes through 11 automated stages. Each stage adds verification, quality checks, and editorial controls. The entire pipeline completes in under 2 seconds.
Source Monitoring
500+ global news sources monitored in real-time. RSS, APIs, social feeds, and web scraping with rate-limit compliance.
Story Clustering
Universal DNA deduplication groups related stories across languages and sources. One event, one cluster.
Content Generation
AI rewrites original articles — not translations. Maintains editorial voice, follows style guides, and avoids plagiarism.
Fact Verification
Multi-source cross-referencing with credibility scoring. Claims checked against trusted databases and prior reporting.
Translation
Context-aware localization across 50+ languages. Cultural nuances preserved, not just words swapped.
SEO Optimization
Automatic headline testing, meta descriptions, keyword placement, and structured data markup for every article.
Image Selection
AI-powered image matching from Professional Vault. Face recognition, CLIP semantic search, and rights management.
Format Adaptation
Each article adapted for web, mobile, social, and newsletters. Platform-specific formatting and length optimization.
Quality Assurance
Automated editorial review: grammar, tone, bias detection, and factual consistency checks before publishing.
Multi-CMS Publishing
Direct publishing to WordPress, Ghost, Drupal, Contentful, and Strapi. Scheduled or instant, with rollback support.
Analytics
Post-publish performance tracking. Engagement metrics, SEO ranking, and content optimization feedback loops.
AI Agents
22 specialized agents, one unified system.
Each agent is purpose-built for a specific task. They communicate through an event bus, share context, and hand off work seamlessly. No single point of failure.
Monitoring Agents
5 agentsWatch 500+ sources around the clock. Detect breaking news, trend shifts, and emerging stories before competitors.
Writing Agents
6 agentsGenerate original articles in multiple styles: breaking news, features, opinion summaries, and social snippets.
Verification Agents
4 agentsCross-reference claims, check source credibility, detect AI-generated misinformation, and flag inconsistencies.
Translation Agents
4 agentsContext-aware translation across 50+ languages. Preserve idioms, cultural references, and editorial tone.
Publishing Agents
3 agentsHandle CMS integration, social media distribution, newsletter formatting, and cross-platform scheduling.
5 + 6 + 4 + 4 + 3 = 22 agents working in concert. Each agent can be independently scaled, updated, or replaced without affecting the others.
Khoboria.com runs 100% on NewsForge.
Khoboria is a live multilingual news site powered entirely by NewsForge. Zero human editors. Every article sourced, written, verified, translated, and published by the 22-agent pipeline. Around the clock, every day.
Explore NewsForge
Automate your newsroom with 22 AI agents.
From a single source to a multilingual published article — fully automated, fully auditable. See how NewsForge can transform your content operations.