NewsForge
Autonomous AI newsroom pipeline producing 1,000+ articles daily
The Challenge
What we were solving.
A major news house needed to dramatically increase content production across multiple language editions without proportionally growing their editorial team. Manual article production could not keep pace with the 24-hour news cycle across politics, sports, business, technology, and entertainment beats.
Quality control was paramount -- AI-generated content needed to meet the same editorial standards as human-written articles. Fact verification, source attribution, and tone consistency could not be compromised for speed.
The system had to integrate with existing CMS infrastructure (WordPress, Drupal, custom systems) without requiring migration. Editors needed to maintain full oversight and final approval authority over all published content.
What We Built
Technical architecture.
A 22-agent AI pipeline where each agent specializes in a specific editorial function: source monitoring, story detection, draft writing, fact verification, image selection, headline optimization, SEO tagging, translation, and cross-platform distribution.
The pipeline operates autonomously 24/7, scanning 10,000+ sources per minute for breaking stories and trending topics. When a story is detected, agents collaborate in a defined workflow -- one monitors, another drafts, another verifies, another translates -- producing publication-ready articles in minutes.
A human-in-the-loop approval system gives editors full control. Articles can be auto-published for low-stakes content (weather, sports scores) or queued for editorial review for sensitive topics (politics, legal). The editorial dashboard shows AI confidence scores, source chains, and suggested edits.
Key Numbers
By the numbers.
Technology Stack
Built with.
Outcome
Business results.
Production capacity increased to 1,000+ articles per day across all editions without adding editorial staff. The system handles routine reporting, freeing human journalists to focus on investigative and long-form work.
Multi-language support enables simultaneous publication in English, Bengali, and regional language editions from a single source story. Translation maintains tone and cultural context rather than producing literal translations.
CMS integration works with WordPress, Drupal, Ghost, Strapi, and Contentful out of the box. A REST API supports custom CMS platforms.
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