Oddity database catalog
Local data built for real projects
Launch directories, location tools, research products, and business applications with structured data you can actually use.
Browse recent data
Oddity Journal
Useful thinking for practical technology.
Field notes, guides, and clear explanations for people working with business data, digital products, software, and the systems that connect them.
Latest perspectives
Data, development, and the work between.
1 published articles · current stories newest first, archives follow
AI-Ready Data: Preparing Structured Datasets for Retrieval, Agents, and Automation
AI systems become dependable when their data has stable identities, clear meaning, known provenance, controlled access, practical evaluation, and safe recovery paths.
Custom Data Solutions
Tell us the industry, geography, fields, and format you need. We can help assemble a practical dataset for your project.
Discuss your data needs
