Whitepapers
Deeper, methodology-focused papers on how web data is built, validated and used - including for AI - with clear diagrams.
Our whitepapers go under the hood: how to design pipelines that last, how to enforce data quality, and how to source web data for AI. Each is free to download, with diagrams and practical detail.
Designing a Resilient Web Scraping Pipeline
Architecture patterns for pipelines that survive site changes, handle blocking and scale.
Read the whitepaperWeb Data Quality: A Practical Framework
Define, measure and enforce quality on continuously refreshed web data.
Read the whitepaperWeb Data for AI & LLM Training
Sourcing and structuring public web data for LLM training, RAG and AI agents.
Read the whitepaperWho reads our whitepapers
Our whitepapers are written for the technical teams who build, evaluate or depend on web data infrastructure.
Frequently asked questions
Yes. Every whitepaper is free - enter your details and we will email you the PDF.
Data, engineering and AI teams who want the technical and methodological detail behind reliable web data.
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