Data from the entire Internet, distilled by LLMs
Our ingestion and LLM orchestration flow
We connect distributed sources, normalize the data, and elevate it into a knowledge graph ready for analysis and decision‑making.
Where we source and orchestrate data
We ingest open sources, media, social, and your internal systems. Models clean, normalize, and link entities so every signal arrives contextualized and decision-ready.
Open Web
Public reports, benchmarks, and docs that we clean and normalize so they plug straight into your stack.
- Sources: sites, docs, PDFs, RSS with robots-safe scraping
- Transforms: HTML → JSON → Parquet with entity/date/geo tags
- Cadence: near-real-time refreshes for prices, SKUs, and specs
Generated sample
Source map & freshness
Sites & PDFsRSS feedsRobots-safeHTML → JSONEntity tagging
Freshness≤ 15 min
Dedup + provenance on every document.
Regions & languages
62 countries · 18 langs
Quality
Noise filtered 87%
From Data to Action
Develop bold strategies, seize opportunities, and lead with clarity and confidence.