How We Source
Intelligent AI-automated systems monitor a broad landscape of news outlets and industry publications around the clock, continuously scanning for breaking developments in artificial intelligence and emerging technology.
Every candidate story is automatically scored for relevance, impact, and timeliness. Only the highest-scoring stories enter the editorial pipeline — the rest are discarded to keep signal high and noise low.
AI's Role
We use large language models to analyse, rewrite, and contextualise every article. The model reads the original source, extracts key facts, and produces clear, concise reporting in a consistent editorial voice.
A dedicated copywriting step then refines the headline, excerpt, and social summary — optimising each for the channel it will appear on.
We believe in full transparency: every article on Pulse24 is AI-generated from real sources, and we always link back to the original reporting so readers can verify for themselves.
Editorial Standards
Every story passes through an appeal scoring system that evaluates newsworthiness on a 1–10 scale. Only stories exceeding a configurable threshold make it to publication.
The AI editor checks each article for accuracy against the source material, flags factual inconsistencies, and ensures proper attribution. If a story doesn't meet the bar, it is rejected — no exceptions.
The Newsletter
Each week, our newsletter pipeline researches the most significant developments using vector search across the entire article archive. A writer agent drafts the edition, then a critic agent reviews it for clarity, accuracy, and insight.
This writer–critic loop iterates until the newsletter meets quality standards. The final edition is published on LinkedIn every Tuesday.
Subscribe on LinkedInEvents & Timeline
When an article is published, our AI classifies it into an event category — Product, Investment, Partnership, Legislation, and more — and extracts the key subject entity.
These events power the timeline view, category summaries, and internal cross-linking across the site, making it easy to track how stories around a company or topic evolve over time.
Under the Hood
Pulse24 runs on a fully serverless architecture designed to elastically scale with demand. There are no fixed servers to manage — every component, from content ingestion to page rendering, scales independently and automatically in response to traffic and data volume.
The platform processes thousands of source articles daily across a distributed pipeline of cloud functions, object storage, and edge-deployed infrastructure. Each stage — discovery, analysis, publishing, and distribution — operates as an isolated, event-driven workload that can handle sudden spikes without degradation.
This architecture keeps costs proportional to actual usage while ensuring the platform remains fast and reliable, whether serving a handful of readers or tens of thousands simultaneously.
About the Creator
Pulse24 was built by a technologist and entrepreneur with decades of experience across software architecture, AI, and digital product leadership. The platform started as an experiment in agentic AI and grew into a comprehensive intelligence tool serving thousands of business leaders and tech professionals.
The entire stack — from content pipeline to distribution — is continuously improved and open to scrutiny. If you have questions or feedback, get in touch.