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Access billions of reconstructed news events for RAG & AI systems

Access billions of reconstructed news events for RAG & AI systemsAccess billions of reconstructed news events for RAG & AI systemsAccess billions of reconstructed news events for RAG & AI systems

Copyright-safe, multi-source intelligence – backfill your knowledge base and stay ahead of real-time events

Request a demo

Access billions of reconstructed news events for RAG & AI systems

Access billions of reconstructed news events for RAG & AI systemsAccess billions of reconstructed news events for RAG & AI systemsAccess billions of reconstructed news events for RAG & AI systems

Copyright-safe, multi-source intelligence – backfill your knowledge base and stay ahead of real-time events

Request a demo

Breaking-signal intelligence across any vertical

Stay safe. Stay ahead. Stay fully Ai-ready.

We deliver billions of verified, multi-source news events — rebuilt into clean, copyright-safe intelligence for RAG, AI models and analytical systems.

Traditionally you’d need years and heavy engineering; we let you plug in immediately and backfill your system with the context you’ve been missing.


Playing it safe doesn’t need to be expensive. RAGdoll delivers around 27,000 reconstructed breaking-news items for just £800.

Book a free trial

Download our signals report

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How it works

Any brief. Any niche. Any Language

Any brief. Any niche. Any Language

Any brief. Any niche. Any Language

Specify your vertical, companies, geographies or signal types. We convert your requirements into a tailored signal profile.

Reconstructed global intelligence

Any brief. Any niche. Any Language

Any brief. Any niche. Any Language

We monitor global news, releases and research, then verify, deduplicate and reconstruct each development into clean, structured entries with timestamps, entity tags and source links.

Real-time, structured AI data

Any brief. Any niche. Any Language

Real-time, structured AI data

Receive a continuous feed of intelligence that integrates with your RAG database, search layer or AI workflow — so you gain context and signal before your competitors.

Trend, proxy, sentiment or gap analysis - RAGdoll is where you get your data

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Build data - build value

Reconstruct your RAG database in hindsight rather than waiting years for useful data to accumulate. Because we scan global news in real time across open sites, releases, exchanges, government sources and academic material, we maintain what is likely the largest verified news database in the world, with billions of entries going back years. This allows us to rebuild feeds on even the most obscure verticals with exceptional precision, producing clear timelines of developments that can be used for analysis and forecasting.


This depth enables powerful trend analysis, gap analysis, proxy analysis, sentiment analysis and signal detection. Clients use RAGdoll to understand live movement in their sectors, to build RAG search systems, to support due diligence and to create internal reports and dashboards that rely on fresh, verified information.

Book a demo

Deep intelligence across every sector

Pharma

We track deep scientific and commercial developments across the entire life sciences landscape. This includes clinical trial signals, regulatory movements, therapeutic breakthroughs, safety issues, supply-chain shifts and research funding flows.
RAGdoll provides reconstructed, multi-source intelligence suitable for RAG systems, analytical dashboards and specialist due-diligence workflows.

Venture capital and finance

We surface early-stage momentum across global markets — covering investment flows, funding rounds, restructurings, layoffs, sector shifts, policy changes and macro-micro risk signals.
All intelligence is reconstructed and structured to feed directly into RAG databases, research teams and financial analysis tools.

Energy and infrastructure

We rebuild intelligence across the full energy transition: hydrogen, geothermal, grid storage, renewables, resource supply chains and major infrastructure approvals.
Feeds can be tuned by region, technology, regulation or value chain, giving analysts precise real-time and historical context for strategic assessment.

Defence and geopolitical security

We track global defence and security developments, including procurement, alliances, conflict indicators, cyber incidents, border tensions and sanctions.
Each item is reconstructed and structured for high-reliability ingestion into RAG systems supporting geopolitical risk, intelligence and security analysis.

Insurance and risk intelligence

We deliver reconstructed signals across sanctions, political exposure, incident reporting, regulatory changes, maritime disruptions, climate-linked events and global risk trends.
This provides insurers and risk teams with clear, structured intelligence for underwriting, exposure analysis and real-time monitoring.


Market and environmental due diligence

We supply reconstructed intelligence on competitor activity, market shifts, regulatory updates, supply-chain events and environmental indicators.
Ideal for consultants, investors and strategy teams conducting due diligence or continuous market scanning across any vertical.

Legal

Copyright, ethics and data integrity

All entries are reconstructed using verified fact patterns. We never scrape or copy paywalled wording. Everything is timestamped and linked to a public source so your database remains safe, defensible and audit friendly.

27,000 verified, fact-checked, meta-enabled items per bundle

Pricing

Pricing is simple. Tokens are sold in £800 bundles of 10 million, which typically produce about 27,000 pieces of content. 


You can pause your usage at any time and you can run as many users or verticals as you like under the same allowance. Every piece of content includes free image generation and optional style guides for clients who publish into magazines or newsletters. Output can be delivered in any language and in any format, from long form articles through to precise machine readable summaries for maximum efficiency.achieve your business goals.

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Cambridge

B2B/C newswires and beyond

RAGdoll is part of Noah Analytics, a company that began at Cambridge and grew out of early research into large scale news verification and reconstruction. Noah Analytics now supports publishers, corporates and intelligence teams worldwide with systems that scan global news in real time and rebuild developments with precision and clarity. This infrastructure underpins RAGdoll, giving it access to billions of verified entries and a technical foundation proven across multiple industries.


We are also trusted by many leading national and B2B publication brands to supply their news and analysis. Our technology powers content creation at scale for publishers who rely on accuracy, consistency and traceable sourcing.

Frequently Asked Questions

Please reach us at conact@noahwire.com if you cannot find an answer to your question.

RAGdoll delivers reconstructed, copyright clean news that is rebuilt from verified open data. Nothing from paywalled sources is reused and every item is safe for private or commercial use.


All entries are structured with clear fields, timestamps, source links and metadata so your RAG returns accurate and explainable results.


Yes. We can supply short summaries for LLM efficiency, long structured entries for analytical work or a mixture of both, depending on your needs


We monitor how often a story is repeated in the meta data without the need to repeat for database efficiency. 


We can deliver content through API, webhook, S3 bucket, vector store or a secure database push, depending on your technical setup.


Data is a precious thing and will last longer than the systems themselves


Tim Berners Lee

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RAGdoll

Worldwide Ai Media Ltd, Montford House, 26 Victoria Park Square, London, E2 9PG

+44 7776257777 contact@RAGdoll.cloud

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