Data Products
Datasets built at a scale traditional statistics cannot reach
Novel economic measurement from hundreds of millions of records, constructed with frontier AI and validated by domain experts.
Flagship Datasets
Each dataset is built from unconventional, large-scale sources using frontier AI. Available via licensing and subscription, with public preview datasets for researchers.
AIPNET — AI-Generated Production Network
A generative AI map of global production, connecting 5,000+ products through their input-output relationships. Built using an ensemble of prompt-tuned generative AI classifications.
Work from Home Map
The definitive measurement of remote work, built from 250M+ job vacancy postings across five English-speaking countries. Uses a state-of-the-art NLP framework achieving 99% classification accuracy.
Machinery of Progress
A highly granular measurement of capital equipment transactions in the US economy. 50 million transactions extracted from administrative filings using agentic AI, covering IT equipment, heavy machinery, agricultural tools, vehicles, robotics, and more.
US Firm-Lender Credit Map
A novel dataset on the credit relationships of 1.8 million US firms, predominantly small and medium-sized enterprises. Built by digitising and standardising 40M+ archival loan documents using LLM tools.