Content teams are drowning in manual work. Every day, editors sift through dozens of news sources, copy-paste article text into documents, rewrite it to match their brand voice, and format it for their CMS. By the time a single piece goes live, hours have passed — and the news cycle has already moved on.
We built Newsmill to fix that.
What Newsmill Does
Newsmill is an AI-powered content pipeline that transforms any news source into publish-ready articles. You define the sources you care about, set your editorial preferences, and Newsmill handles everything else — from scraping to final copy.
It is not a chatbot that generates generic text. It is an end-to-end pipeline that understands news content, filters for relevance, eliminates duplicates, and produces articles that read like they were written by your team.
The Feed Pipeline
At the heart of Newsmill is a multi-stage pipeline that processes content automatically:
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Source Monitoring — Newsmill continuously watches your configured news sources: RSS feeds, website sections, press release pages, and more. New content is detected within minutes of publication.
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Intelligent Scraping — Our AI-powered scraper extracts clean article text from any website layout, regardless of paywalls, JavaScript rendering, or unusual page structures. It uses a four-level cascade of extraction methods to ensure reliable results.
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Deduplication & Filtering — Every scraped article is converted into a vector embedding and compared against recent content using cosine similarity. Duplicates and near-duplicates are automatically flagged. Keyword-based relevance scoring ensures only the stories that matter to your audience make it through.
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AI Generation — Filtered articles are rewritten to match your publication's voice and style. You control the tone, length, and structure through customizable templates. The output is original content grounded in real news — not hallucinated fiction.
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Humanization & Publishing — Final articles pass through our humanization layer, which adjusts sentence patterns, vocabulary, and structural elements to produce natural-sounding prose. Content is then pushed to WordPress, sent via webhooks, or exported as Markdown and HTML.
The Originals Pipeline
Beyond news aggregation, Newsmill also supports original content generation. Provide a topic or brief, and the platform produces research-backed articles using the same quality controls as the feed pipeline — complete with deduplication checks and humanization.
Why We Built This
Before Newsmill, we ran a media operation ourselves. We experienced firsthand how much time goes into content curation: scanning sources, checking for duplicates, rewriting for voice, formatting for publication. It was repetitive, expensive, and slow.
We realized that every step in this process could be automated without sacrificing quality — if the automation was designed specifically for news content rather than general-purpose text generation. That insight became Newsmill.
What Makes It Different
Most AI writing tools give you a blank prompt and a "Generate" button. Newsmill takes a fundamentally different approach:
- Source-grounded — Every article is based on real, verified news content, not generated from scratch.
- Pipeline-first — Instead of one-off generation, Newsmill runs continuously, producing content at the pace of the news cycle.
- Quality controls built in — Deduplication, relevance scoring, and humanization are not optional add-ons. They are core pipeline stages.
- Your voice, not ours — Templates and style controls ensure output matches your publication's editorial standards.
Get Started
Newsmill is currently in early access. If your content team spends more time on curation than creation, we would love to show you what automated content pipelines can do.
Reach out to us to schedule a walkthrough, or explore our features to see the full platform in detail. You can also see how teams apply Newsmill to specific workflows like financial news aggregation, content repurposing, or automated newsletters.